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How Do Critical Thinking Ability and Critical Thinking Disposition Relate to the Mental Health of University Students?
Associated data.
The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.
Theories of psychotherapy suggest that human mental problems associate with deficiencies in critical thinking. However, it currently remains unclear whether both critical thinking skill and critical thinking disposition relate to individual differences in mental health. This study explored whether and how the critical thinking ability and critical thinking disposition of university students associate with individual differences in mental health in considering impulsivity that has been revealed to be closely related to both critical thinking and mental health. Regression and structural equation modeling analyses based on a Chinese university student sample ( N = 314, 198 females, M age = 18.65) revealed that critical thinking skill and disposition explained a unique variance of mental health after controlling for impulsivity. Furthermore, the relationship between critical thinking and mental health was mediated by motor impulsivity (acting on the spur of the moment) and non-planning impulsivity (making decisions without careful forethought). These findings provide a preliminary account of how human critical thinking associate with mental health. Practically, developing mental health promotion programs for university students is suggested to pay special attention to cultivating their critical thinking dispositions and enhancing their control over impulsive behavior.
Introduction
Although there is no consistent definition of critical thinking (CT), it is usually described as “purposeful, self-regulatory judgment that results in interpretation, analysis, evaluation, and inference, as well as explanations of the evidential, conceptual, methodological, criteriological, or contextual considerations that judgment is based upon” (Facione, 1990 , p. 2). This suggests that CT is a combination of skills and dispositions. The skill aspect mainly refers to higher-order cognitive skills such as inference, analysis, and evaluation, while the disposition aspect represents one's consistent motivation and willingness to use CT skills (Dwyer, 2017 ). An increasing number of studies have indicated that CT plays crucial roles in the activities of university students such as their academic performance (e.g., Ghanizadeh, 2017 ; Ren et al., 2020 ), professional work (e.g., Barry et al., 2020 ), and even the ability to cope with life events (e.g., Butler et al., 2017 ). An area that has received less attention is how critical thinking relates to impulsivity and mental health. This study aimed to clarify the relationship between CT (which included both CT skill and CT disposition), impulsivity, and mental health among university students.
Relationship Between Critical Thinking and Mental Health
Associating critical thinking with mental health is not without reason, since theories of psychotherapy have long stressed a linkage between mental problems and dysfunctional thinking (Gilbert, 2003 ; Gambrill, 2005 ; Cuijpers, 2019 ). Proponents of cognitive behavioral therapy suggest that the interpretation by people of a situation affects their emotional, behavioral, and physiological reactions. Those with mental problems are inclined to bias or heuristic thinking and are more likely to misinterpret neutral or even positive situations (Hollon and Beck, 2013 ). Therefore, a main goal of cognitive behavioral therapy is to overcome biased thinking and change maladaptive beliefs via cognitive modification skills such as objective understanding of one's cognitive distortions, analyzing evidence for and against one's automatic thinking, or testing the effect of an alternative way of thinking. Achieving these therapeutic goals requires the involvement of critical thinking, such as the willingness and ability to critically analyze one's thoughts and evaluate evidence and arguments independently of one's prior beliefs. In addition to theoretical underpinnings, characteristics of university students also suggest a relationship between CT and mental health. University students are a risky population in terms of mental health. They face many normative transitions (e.g., social and romantic relationships, important exams, financial pressures), which are stressful (Duffy et al., 2019 ). In particular, the risk increases when students experience academic failure (Lee et al., 2008 ; Mamun et al., 2021 ). Hong et al. ( 2010 ) found that the stress in Chinese college students was primarily related to academic, personal, and negative life events. However, university students are also a population with many resources to work on. Critical thinking can be considered one of the important resources that students are able to use (Stupple et al., 2017 ). Both CT skills and CT disposition are valuable qualities for college students to possess (Facione, 1990 ). There is evidence showing that students with a higher level of CT are more successful in terms of academic performance (Ghanizadeh, 2017 ; Ren et al., 2020 ), and that they are better at coping with stressful events (Butler et al., 2017 ). This suggests that that students with higher CT are less likely to suffer from mental problems.
Empirical research has reported an association between CT and mental health among college students (Suliman and Halabi, 2007 ; Kargar et al., 2013 ; Yoshinori and Marcus, 2013 ; Chen and Hwang, 2020 ; Ugwuozor et al., 2021 ). Most of these studies focused on the relationship between CT disposition and mental health. For example, Suliman and Halabi ( 2007 ) reported that the CT disposition of nursing students was positively correlated with their self-esteem, but was negatively correlated with their state anxiety. There is also a research study demonstrating that CT disposition influenced the intensity of worry in college students either by increasing their responsibility to continue thinking or by enhancing the detached awareness of negative thoughts (Yoshinori and Marcus, 2013 ). Regarding the relationship between CT ability and mental health, although there has been no direct evidence, there were educational programs examining the effect of teaching CT skills on the mental health of adolescents (Kargar et al., 2013 ). The results showed that teaching CT skills decreased somatic symptoms, anxiety, depression, and insomnia in adolescents. Another recent CT skill intervention also found a significant reduction in mental stress among university students, suggesting an association between CT skills and mental health (Ugwuozor et al., 2021 ).
The above research provides preliminary evidence in favor of the relationship between CT and mental health, in line with theories of CT and psychotherapy. However, previous studies have focused solely on the disposition aspect of CT, and its link with mental health. The ability aspect of CT has been largely overlooked in examining its relationship with mental health. Moreover, although the link between CT and mental health has been reported, it remains unknown how CT (including skill and disposition) is associated with mental health.
Impulsivity as a Potential Mediator Between Critical Thinking and Mental Health
One important factor suggested by previous research in accounting for the relationship between CT and mental health is impulsivity. Impulsivity is recognized as a pattern of action without regard to consequences. Patton et al. ( 1995 ) proposed that impulsivity is a multi-faceted construct that consists of three behavioral factors, namely, non-planning impulsiveness, referring to making a decision without careful forethought; motor impulsiveness, referring to acting on the spur of the moment; and attentional impulsiveness, referring to one's inability to focus on the task at hand. Impulsivity is prominent in clinical problems associated with psychiatric disorders (Fortgang et al., 2016 ). A number of mental problems are associated with increased impulsivity that is likely to aggravate clinical illnesses (Leclair et al., 2020 ). Moreover, a lack of CT is correlated with poor impulse control (Franco et al., 2017 ). Applications of CT may reduce impulsive behaviors caused by heuristic and biased thinking when one makes a decision (West et al., 2008 ). For example, Gregory ( 1991 ) suggested that CT skills enhance the ability of children to anticipate the health or safety consequences of a decision. Given this, those with high levels of CT are expected to take a rigorous attitude about the consequences of actions and are less likely to engage in impulsive behaviors, which may place them at a low risk of suffering mental problems. To the knowledge of the authors, no study has empirically tested whether impulsivity accounts for the relationship between CT and mental health.
This study examined whether CT skill and disposition are related to the mental health of university students; and if yes, how the relationship works. First, we examined the simultaneous effects of CT ability and CT disposition on mental health. Second, we further tested whether impulsivity mediated the effects of CT on mental health. To achieve the goals, we collected data on CT ability, CT disposition, mental health, and impulsivity from a sample of university students. The results are expected to shed light on the mechanism of the association between CT and mental health.
Participants and Procedure
A total of 314 university students (116 men) with an average age of 18.65 years ( SD = 0.67) participated in this study. They were recruited by advertisements from a local university in central China and majoring in statistics and mathematical finance. The study protocol was approved by the Human Subjects Review Committee of the Huazhong University of Science and Technology. Each participant signed a written informed consent describing the study purpose, procedure, and right of free. All the measures were administered in a computer room. The participants were tested in groups of 20–30 by two research assistants. The researchers and research assistants had no formal connections with the participants. The testing included two sections with an interval of 10 min, so that the participants had an opportunity to take a break. In the first section, the participants completed the syllogistic reasoning problems with belief bias (SRPBB), the Chinese version of the California Critical Thinking Skills Test (CCSTS-CV), and the Chinese Critical Thinking Disposition Inventory (CCTDI), respectively. In the second session, they completed the Barrett Impulsivity Scale (BIS-11), Depression Anxiety Stress Scale-21 (DASS-21), and University Personality Inventory (UPI) in the given order.
Measures of Critical Thinking Ability
The Chinese version of the California Critical Thinking Skills Test was employed to measure CT skills (Lin, 2018 ). The CCTST is currently the most cited tool for measuring CT skills and includes analysis, assessment, deduction, inductive reasoning, and inference reasoning. The Chinese version included 34 multiple choice items. The dependent variable was the number of correctly answered items. The internal consistency (Cronbach's α) of the CCTST is 0.56 (Jacobs, 1995 ). The test–retest reliability of CCTST-CV is 0.63 ( p < 0.01) (Luo and Yang, 2002 ), and correlations between scores of the subscales and the total score are larger than 0.5 (Lin, 2018 ), supporting the construct validity of the scale. In this study among the university students, the internal consistency (Cronbach's α) of the CCTST-CV was 0.5.
The second critical thinking test employed in this study was adapted from the belief bias paradigm (Li et al., 2021 ). This task paradigm measures the ability to evaluate evidence and arguments independently of one's prior beliefs (West et al., 2008 ), which is a strongly emphasized skill in CT literature. The current test included 20 syllogistic reasoning problems in which the logical conclusion was inconsistent with one's prior knowledge (e.g., “Premise 1: All fruits are sweet. Premise 2: Bananas are not sweet. Conclusion: Bananas are not fruits.” valid conclusion). In addition, four non-conflict items were included as the neutral condition in order to avoid a habitual response from the participants. They were instructed to suppose that all the premises are true and to decide whether the conclusion logically follows from the given premises. The measure showed good internal consistency (Cronbach's α = 0.83) in a Chinese sample (Li et al., 2021 ). In this study, the internal consistency (Cronbach's α) of the SRPBB was 0.94.
Measures of Critical Thinking Disposition
The Chinese Critical Thinking Disposition Inventory was employed to measure CT disposition (Peng et al., 2004 ). This scale has been developed in line with the conceptual framework of the California critical thinking disposition inventory. We measured five CT dispositions: truth-seeking (one's objectivity with findings even if this requires changing one's preconceived opinions, e.g., a person inclined toward being truth-seeking might disagree with “I believe what I want to believe.”), inquisitiveness (one's intellectual curiosity. e.g., “No matter what the topic, I am eager to know more about it”), analyticity (the tendency to use reasoning and evidence to solve problems, e.g., “It bothers me when people rely on weak arguments to defend good ideas”), systematically (the disposition of being organized and orderly in inquiry, e.g., “I always focus on the question before I attempt to answer it”), and CT self-confidence (the trust one places in one's own reasoning processes, e.g., “I appreciate my ability to think precisely”). Each disposition aspect contained 10 items, which the participants rated on a 6-point Likert-type scale. This measure has shown high internal consistency (overall Cronbach's α = 0.9) (Peng et al., 2004 ). In this study, the CCTDI scale was assessed at Cronbach's α = 0.89, indicating good reliability.
Measure of Impulsivity
The well-known Barrett Impulsivity Scale (Patton et al., 1995 ) was employed to assess three facets of impulsivity: non-planning impulsivity (e.g., “I plan tasks carefully”); motor impulsivity (e.g., “I act on the spur of the moment”); attentional impulsivity (e.g., “I concentrate easily”). The scale includes 30 statements, and each statement is rated on a 5-point scale. The subscales of non-planning impulsivity and attentional impulsivity were reversely scored. The BIS-11 has good internal consistency (Cronbach's α = 0.81, Velotti et al., 2016 ). This study showed that the Cronbach's α of the BIS-11 was 0.83.
Measures of Mental Health
The Depression Anxiety Stress Scale-21 was used to assess mental health problems such as depression (e.g., “I feel that life is meaningless”), anxiety (e.g., “I find myself getting agitated”), and stress (e.g., “I find it difficult to relax”). Each dimension included seven items, which the participants were asked to rate on a 4-point scale. The Chinese version of the DASS-21 has displayed a satisfactory factor structure and internal consistency (Cronbach's α = 0.92, Wang et al., 2016 ). In this study, the internal consistency (Cronbach's α) of the DASS-21 was 0.94.
The University Personality Inventory that has been commonly used to screen for mental problems of college students (Yoshida et al., 1998 ) was also used for measuring mental health. The 56 symptom-items assessed whether an individual has experienced the described symptom during the past year (e.g., “a lack of interest in anything”). The UPI showed good internal consistency (Cronbach's α = 0.92) in a Chinese sample (Zhang et al., 2015 ). This study showed that the Cronbach's α of the UPI was 0.85.
Statistical Analyses
We first performed analyses to detect outliers. Any observation exceeding three standard deviations from the means was replaced with a value that was three standard deviations. This procedure affected no more than 5‰ of observations. Hierarchical regression analysis was conducted to determine the extent to which facets of critical thinking were related to mental health. In addition, structural equation modeling with Amos 22.0 was performed to assess the latent relationship between CT, impulsivity, and mental health.
Descriptive Statistics and Bivariate Correlations
Table 1 presents descriptive statistics and bivariate correlations of all the variables. CT disposition such as truth-seeking, systematicity, self-confidence, and inquisitiveness was significantly correlated with DASS-21 and UPI, but neither CCTST-CV nor SRPBB was related to DASS-21 and UPI. Subscales of BIS-11 were positively correlated with DASS-21 and UPI, but were negatively associated with CT dispositions.
Descriptive results and correlations between all measured variables ( N = 314).
Regression Analyses
Hierarchical regression analyses were conducted to examine the effects of CT skill and disposition on mental health. Before conducting the analyses, scores in DASS-21 and UPI were reversed so that high scores reflected high levels of mental health. Table 2 presents the results of hierarchical regression. In model 1, the sum of the Z-score of DASS-21 and UPI served as the dependent variable. Scores in the CT ability tests and scores in the five dimensions of CCTDI served as predictors. CT skill and disposition explained 13% of the variance in mental health. CT skills did not significantly predict mental health. Two dimensions of dispositions (truth seeking and systematicity) exerted significantly positive effects on mental health. Model 2 examined whether CT predicted mental health after controlling for impulsivity. The model containing only impulsivity scores (see model-2 step 1 in Table 2 ) explained 15% of the variance in mental health. Non-planning impulsivity and motor impulsivity showed significantly negative effects on mental health. The CT variables on the second step explained a significantly unique variance (6%) of CT (see model-2 step 2). This suggests that CT skill and disposition together explained the unique variance in mental health after controlling for impulsivity. 1
Hierarchical regression models predicting mental health from critical thinking skills, critical thinking dispositions, and impulsivity ( N = 314).
CCTST-CV, The Chinese version of the California Critical Thinking Skills Test; SRPBB, Syllogistic Reasoning Problems with Belief Bias .
Structural equation modeling was performed to examine whether impulsivity mediated the relationship between CT disposition (CT ability was not included since it did not significantly predict mental health) and mental health. Since the regression results showed that only motor impulsivity and non-planning impulsivity significantly predicted mental health, we examined two mediation models with either motor impulsivity or non-planning impulsivity as the hypothesized mediator. The item scores in the motor impulsivity subscale were randomly divided into two indicators of motor impulsivity, as were the scores in the non-planning subscale. Scores of DASS-21 and UPI served as indicators of mental health and dimensions of CCTDI as indicators of CT disposition. In addition, a bootstrapping procedure with 5,000 resamples was established to test for direct and indirect effects. Amos 22.0 was used for the above analyses.
The mediation model that included motor impulsivity (see Figure 1 ) showed an acceptable fit, χ ( 23 ) 2 = 64.71, RMSEA = 0.076, CFI = 0.96, GFI = 0.96, NNFI = 0.93, SRMR = 0.073. Mediation analyses indicated that the 95% boot confidence intervals of the indirect effect and the direct effect were (0.07, 0.26) and (−0.08, 0.32), respectively. As Hayes ( 2009 ) indicates, an effect is significant if zero is not between the lower and upper bounds in the 95% confidence interval. Accordingly, the indirect effect between CT disposition and mental health was significant, while the direct effect was not significant. Thus, motor impulsivity completely mediated the relationship between CT disposition and mental health.

Illustration of the mediation model: Motor impulsivity as mediator variable between critical thinking dispositions and mental health. CTD-l = Truth seeking; CTD-2 = Analyticity; CTD-3 = Systematically; CTD-4 = Self-confidence; CTD-5 = Inquisitiveness. MI-I and MI-2 were sub-scores of motor impulsivity. Solid line represents significant links and dotted line non-significant links. ** p < 0.01.
The mediation model, which included non-planning impulsivity (see Figure 2 ), also showed an acceptable fit to the data, χ ( 23 ) 2 = 52.75, RMSEA = 0.064, CFI = 0.97, GFI = 0.97, NNFI = 0.95, SRMR = 0.06. The 95% boot confidence intervals of the indirect effect and the direct effect were (0.05, 0.33) and (−0.04, 0.38), respectively, indicating that non-planning impulsivity completely mediated the relationship between CT disposition and mental health.

Illustration of the mediation model: Non-planning impulsivity asmediator variable between critical thinking dispositions and mental health. CTD-l = Truth seeking; CTD-2 = Analyticity; CTD-3 = Systematically; CTD-4 = Self-confidence; CTD-5 = Inquisitiveness. NI-I and NI-2 were sub-scores of Non-planning impulsivity. Solid line represents significant links and dotted line non-significant links. ** p < 0.01.
This study examined how critical thinking skill and disposition are related to mental health. Theories of psychotherapy suggest that human mental problems are in part due to a lack of CT. However, empirical evidence for the hypothesized relationship between CT and mental health is relatively scarce. This study explored whether and how CT ability and disposition are associated with mental health. The results, based on a university student sample, indicated that CT skill and disposition explained a unique variance in mental health. Furthermore, the effect of CT disposition on mental health was mediated by motor impulsivity and non-planning impulsivity. The finding that CT exerted a significant effect on mental health was in accordance with previous studies reporting negative correlations between CT disposition and mental disorders such as anxiety (Suliman and Halabi, 2007 ). One reason lies in the assumption that CT disposition is usually referred to as personality traits or habits of mind that are a remarkable predictor of mental health (e.g., Benzi et al., 2019 ). This study further found that of the five CT dispositions, only truth-seeking and systematicity were associated with individual differences in mental health. This was not surprising, since the truth-seeking items mainly assess one's inclination to crave for the best knowledge in a given context and to reflect more about additional facts, reasons, or opinions, even if this requires changing one's mind about certain issues. The systematicity items target one's disposition to approach problems in an orderly and focused way. Individuals with high levels of truth-seeking and systematicity are more likely to adopt a comprehensive, reflective, and controlled way of thinking, which is what cognitive therapy aims to achieve by shifting from an automatic mode of processing to a more reflective and controlled mode.
Another important finding was that motor impulsivity and non-planning impulsivity mediated the effect of CT disposition on mental health. The reason may be that people lacking CT have less willingness to enter into a systematically analyzing process or deliberative decision-making process, resulting in more frequently rash behaviors or unplanned actions without regard for consequences (Billieux et al., 2010 ; Franco et al., 2017 ). Such responses can potentially have tangible negative consequences (e.g., conflict, aggression, addiction) that may lead to social maladjustment that is regarded as a symptom of mental illness. On the contrary, critical thinkers have a sense of deliberativeness and consider alternate consequences before acting, and this thinking-before-acting mode would logically lead to a decrease in impulsivity, which then decreases the likelihood of problematic behaviors and negative moods.
It should be noted that although the raw correlation between attentional impulsivity and mental health was significant, regression analyses with the three dimensions of impulsivity as predictors showed that attentional impulsivity no longer exerted a significant effect on mental effect after controlling for the other impulsivity dimensions. The insignificance of this effect suggests that the significant raw correlation between attentional impulsivity and mental health was due to the variance it shared with the other impulsivity dimensions (especially with the non-planning dimension, which showed a moderately high correlation with attentional impulsivity, r = 0.67).
Some limitations of this study need to be mentioned. First, the sample involved in this study is considered as a limited sample pool, since all the participants are university students enrolled in statistics and mathematical finance, limiting the generalization of the findings. Future studies are recommended to recruit a more representative sample of university students. A study on generalization to a clinical sample is also recommended. Second, as this study was cross-sectional in nature, caution must be taken in interpreting the findings as causal. Further studies using longitudinal, controlled designs are needed to assess the effectiveness of CT intervention on mental health.
In spite of the limitations mentioned above, the findings of this study have some implications for research and practice intervention. The result that CT contributed to individual differences in mental health provides empirical support for the theory of cognitive behavioral therapy, which focuses on changing irrational thoughts. The mediating role of impulsivity between CT and mental health gives a preliminary account of the mechanism of how CT is associated with mental health. Practically, although there is evidence that CT disposition of students improves because of teaching or training interventions (e.g., Profetto-Mcgrath, 2005 ; Sanja and Krstivoje, 2015 ; Chan, 2019 ), the results showing that two CT disposition dimensions, namely, truth-seeking and systematicity, are related to mental health further suggest that special attention should be paid to cultivating these specific CT dispositions so as to enhance the control of students over impulsive behaviors in their mental health promotions.
Conclusions
This study revealed that two CT dispositions, truth-seeking and systematicity, were associated with individual differences in mental health. Furthermore, the relationship between critical thinking and mental health was mediated by motor impulsivity and non-planning impulsivity. These findings provide a preliminary account of how human critical thinking is associated with mental health. Practically, developing mental health promotion programs for university students is suggested to pay special attention to cultivating their critical thinking dispositions (especially truth-seeking and systematicity) and enhancing the control of individuals over impulsive behaviors.
Data Availability Statement
Ethics statement.
The studies involving human participants were reviewed and approved by HUST Critical Thinking Research Center (Grant No. 2018CT012). The patients/participants provided their written informed consent to participate in this study.
Author Contributions
XR designed the study and revised the manuscript. ZL collected data and wrote the manuscript. SL assisted in analyzing the data. SS assisted in re-drafting and editing the manuscript. All the authors contributed to the article and approved the submitted version.
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher's Note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
1 We re-analyzed the data by controlling for age and gender of the participants in the regression analyses. The results were virtually the same as those reported in the study.
Funding. This work was supported by the Social Science Foundation of China (grant number: BBA200034).
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Supplement to Critical Thinking
Internal critical thinking dispositions.
Researchers have identified a dauntingly long list of internal critical thinking dispositions. However, the task of designing a curriculum that will foster them all is simpler than it seems. For by definition internal critical thinking dispositions are fostered by getting students into the habit of inquiry and facilitating improvement in how they do it. The obvious key to such improvement is guided and scaffolded internally motivated practice of inquiry, with feedback.
The following traits have been identified as critical thinking dispositions in the publications cited:
- wholehearted interest in the subject (Dewey 1933)
- intellectual responsibility (Dewey 1933; Siegel 1988; Paul & Elder 2006)
- concern to become and remain generally well-informed (Facione 1990a; Ennis 1991)
- flexibility in considering alternatives and options (Facione 1990a; Ennis 1991)
- fair-mindedness (Siegel 1988; Facione 1990a; Bailin et al. 1999b; Paul & Elder 2006)
- honesty in facing one’s own biases, prejudices, stereotypes. and egocentric or sociocentric tendencies (Siegel 1988; Facione 1990a; Ennis 1991)
- understanding of the opinions of other people (Facione 1990a; Paul & Elder 2006)
- prudence in suspending, making or altering judgments (Facione 1990a; Ennis 1991; Facione, Facione, & Giancarlo 2001)
- willingness to reconsider and revise views where honest reflection suggests that change is warranted (Siegel 1988; Facione, Facione, & Giancarlo 2001; Ennis 1991)
- clarity in speaking; writing or otherwise communicating (Facione, Facione, & Giancarlo 2001; Ennis 1991)
- orderliness in working with complexity (Facione 1990a; Facione, Facione, & Giancarlo 2001)
- intellectual perseverance (Facione 1990a; Halpern 1998; Paul & Elder 2006)
- reasonableness in selecting and applying criteria (Facione 1990a)
- focusing attention on the concern at hand (Facione 1990a; Ennis 1991)
- seeking as much precision as the situation requires (Facione 1990a; Ennis 1991)
- taking into account the total situation (Ennis 1991)
- seeking and offering reasons (Siegel 1988; Ennis 1991)
- suppression of impulsive activity (Halpern 1998)
- willingness to abandon non-productive strategies in an attempt to self-correct (Halpern 1998)
- awareness of the social realities that need to be overcome so that thought can become actions (Halpern 1998)
- respect for high-quality products and performances (Bailin et al. 1999b)
- independent-mindedness (Siegel 1988; Bailin et al. 1999b; Paul & Elder 2006)
- intellectual humility (Siegel 1988; Paul & Elder 2006)
- respect for others in group inquiry and deliberation (Bailin et al. 1999b)
- respect for legitimate intellectual authority (Bailin et al. 1999b)
- an intellectual work-ethic (Bailin et al. 1999b)
- anticipating possible consequences (Facione, Facione, & Giancarlo 2001)
- mature and nuanced judgment (Facione, Facione, & Giancarlo 2001)
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Brief research report article, how do critical thinking ability and critical thinking disposition relate to the mental health of university students.
- School of Education, Huazhong University of Science and Technology, Wuhan, China
Theories of psychotherapy suggest that human mental problems associate with deficiencies in critical thinking. However, it currently remains unclear whether both critical thinking skill and critical thinking disposition relate to individual differences in mental health. This study explored whether and how the critical thinking ability and critical thinking disposition of university students associate with individual differences in mental health in considering impulsivity that has been revealed to be closely related to both critical thinking and mental health. Regression and structural equation modeling analyses based on a Chinese university student sample ( N = 314, 198 females, M age = 18.65) revealed that critical thinking skill and disposition explained a unique variance of mental health after controlling for impulsivity. Furthermore, the relationship between critical thinking and mental health was mediated by motor impulsivity (acting on the spur of the moment) and non-planning impulsivity (making decisions without careful forethought). These findings provide a preliminary account of how human critical thinking associate with mental health. Practically, developing mental health promotion programs for university students is suggested to pay special attention to cultivating their critical thinking dispositions and enhancing their control over impulsive behavior.
Introduction
Although there is no consistent definition of critical thinking (CT), it is usually described as “purposeful, self-regulatory judgment that results in interpretation, analysis, evaluation, and inference, as well as explanations of the evidential, conceptual, methodological, criteriological, or contextual considerations that judgment is based upon” ( Facione, 1990 , p. 2). This suggests that CT is a combination of skills and dispositions. The skill aspect mainly refers to higher-order cognitive skills such as inference, analysis, and evaluation, while the disposition aspect represents one's consistent motivation and willingness to use CT skills ( Dwyer, 2017 ). An increasing number of studies have indicated that CT plays crucial roles in the activities of university students such as their academic performance (e.g., Ghanizadeh, 2017 ; Ren et al., 2020 ), professional work (e.g., Barry et al., 2020 ), and even the ability to cope with life events (e.g., Butler et al., 2017 ). An area that has received less attention is how critical thinking relates to impulsivity and mental health. This study aimed to clarify the relationship between CT (which included both CT skill and CT disposition), impulsivity, and mental health among university students.
Relationship Between Critical Thinking and Mental Health
Associating critical thinking with mental health is not without reason, since theories of psychotherapy have long stressed a linkage between mental problems and dysfunctional thinking ( Gilbert, 2003 ; Gambrill, 2005 ; Cuijpers, 2019 ). Proponents of cognitive behavioral therapy suggest that the interpretation by people of a situation affects their emotional, behavioral, and physiological reactions. Those with mental problems are inclined to bias or heuristic thinking and are more likely to misinterpret neutral or even positive situations ( Hollon and Beck, 2013 ). Therefore, a main goal of cognitive behavioral therapy is to overcome biased thinking and change maladaptive beliefs via cognitive modification skills such as objective understanding of one's cognitive distortions, analyzing evidence for and against one's automatic thinking, or testing the effect of an alternative way of thinking. Achieving these therapeutic goals requires the involvement of critical thinking, such as the willingness and ability to critically analyze one's thoughts and evaluate evidence and arguments independently of one's prior beliefs. In addition to theoretical underpinnings, characteristics of university students also suggest a relationship between CT and mental health. University students are a risky population in terms of mental health. They face many normative transitions (e.g., social and romantic relationships, important exams, financial pressures), which are stressful ( Duffy et al., 2019 ). In particular, the risk increases when students experience academic failure ( Lee et al., 2008 ; Mamun et al., 2021 ). Hong et al. (2010) found that the stress in Chinese college students was primarily related to academic, personal, and negative life events. However, university students are also a population with many resources to work on. Critical thinking can be considered one of the important resources that students are able to use ( Stupple et al., 2017 ). Both CT skills and CT disposition are valuable qualities for college students to possess ( Facione, 1990 ). There is evidence showing that students with a higher level of CT are more successful in terms of academic performance ( Ghanizadeh, 2017 ; Ren et al., 2020 ), and that they are better at coping with stressful events ( Butler et al., 2017 ). This suggests that that students with higher CT are less likely to suffer from mental problems.
Empirical research has reported an association between CT and mental health among college students ( Suliman and Halabi, 2007 ; Kargar et al., 2013 ; Yoshinori and Marcus, 2013 ; Chen and Hwang, 2020 ; Ugwuozor et al., 2021 ). Most of these studies focused on the relationship between CT disposition and mental health. For example, Suliman and Halabi (2007) reported that the CT disposition of nursing students was positively correlated with their self-esteem, but was negatively correlated with their state anxiety. There is also a research study demonstrating that CT disposition influenced the intensity of worry in college students either by increasing their responsibility to continue thinking or by enhancing the detached awareness of negative thoughts ( Yoshinori and Marcus, 2013 ). Regarding the relationship between CT ability and mental health, although there has been no direct evidence, there were educational programs examining the effect of teaching CT skills on the mental health of adolescents ( Kargar et al., 2013 ). The results showed that teaching CT skills decreased somatic symptoms, anxiety, depression, and insomnia in adolescents. Another recent CT skill intervention also found a significant reduction in mental stress among university students, suggesting an association between CT skills and mental health ( Ugwuozor et al., 2021 ).
The above research provides preliminary evidence in favor of the relationship between CT and mental health, in line with theories of CT and psychotherapy. However, previous studies have focused solely on the disposition aspect of CT, and its link with mental health. The ability aspect of CT has been largely overlooked in examining its relationship with mental health. Moreover, although the link between CT and mental health has been reported, it remains unknown how CT (including skill and disposition) is associated with mental health.
Impulsivity as a Potential Mediator Between Critical Thinking and Mental Health
One important factor suggested by previous research in accounting for the relationship between CT and mental health is impulsivity. Impulsivity is recognized as a pattern of action without regard to consequences. Patton et al. (1995) proposed that impulsivity is a multi-faceted construct that consists of three behavioral factors, namely, non-planning impulsiveness, referring to making a decision without careful forethought; motor impulsiveness, referring to acting on the spur of the moment; and attentional impulsiveness, referring to one's inability to focus on the task at hand. Impulsivity is prominent in clinical problems associated with psychiatric disorders ( Fortgang et al., 2016 ). A number of mental problems are associated with increased impulsivity that is likely to aggravate clinical illnesses ( Leclair et al., 2020 ). Moreover, a lack of CT is correlated with poor impulse control ( Franco et al., 2017 ). Applications of CT may reduce impulsive behaviors caused by heuristic and biased thinking when one makes a decision ( West et al., 2008 ). For example, Gregory (1991) suggested that CT skills enhance the ability of children to anticipate the health or safety consequences of a decision. Given this, those with high levels of CT are expected to take a rigorous attitude about the consequences of actions and are less likely to engage in impulsive behaviors, which may place them at a low risk of suffering mental problems. To the knowledge of the authors, no study has empirically tested whether impulsivity accounts for the relationship between CT and mental health.
This study examined whether CT skill and disposition are related to the mental health of university students; and if yes, how the relationship works. First, we examined the simultaneous effects of CT ability and CT disposition on mental health. Second, we further tested whether impulsivity mediated the effects of CT on mental health. To achieve the goals, we collected data on CT ability, CT disposition, mental health, and impulsivity from a sample of university students. The results are expected to shed light on the mechanism of the association between CT and mental health.
Participants and Procedure
A total of 314 university students (116 men) with an average age of 18.65 years ( SD = 0.67) participated in this study. They were recruited by advertisements from a local university in central China and majoring in statistics and mathematical finance. The study protocol was approved by the Human Subjects Review Committee of the Huazhong University of Science and Technology. Each participant signed a written informed consent describing the study purpose, procedure, and right of free. All the measures were administered in a computer room. The participants were tested in groups of 20–30 by two research assistants. The researchers and research assistants had no formal connections with the participants. The testing included two sections with an interval of 10 min, so that the participants had an opportunity to take a break. In the first section, the participants completed the syllogistic reasoning problems with belief bias (SRPBB), the Chinese version of the California Critical Thinking Skills Test (CCSTS-CV), and the Chinese Critical Thinking Disposition Inventory (CCTDI), respectively. In the second session, they completed the Barrett Impulsivity Scale (BIS-11), Depression Anxiety Stress Scale-21 (DASS-21), and University Personality Inventory (UPI) in the given order.
Measures of Critical Thinking Ability
The Chinese version of the California Critical Thinking Skills Test was employed to measure CT skills ( Lin, 2018 ). The CCTST is currently the most cited tool for measuring CT skills and includes analysis, assessment, deduction, inductive reasoning, and inference reasoning. The Chinese version included 34 multiple choice items. The dependent variable was the number of correctly answered items. The internal consistency (Cronbach's α) of the CCTST is 0.56 ( Jacobs, 1995 ). The test–retest reliability of CCTST-CV is 0.63 ( p < 0.01) ( Luo and Yang, 2002 ), and correlations between scores of the subscales and the total score are larger than 0.5 ( Lin, 2018 ), supporting the construct validity of the scale. In this study among the university students, the internal consistency (Cronbach's α) of the CCTST-CV was 0.5.
The second critical thinking test employed in this study was adapted from the belief bias paradigm ( Li et al., 2021 ). This task paradigm measures the ability to evaluate evidence and arguments independently of one's prior beliefs ( West et al., 2008 ), which is a strongly emphasized skill in CT literature. The current test included 20 syllogistic reasoning problems in which the logical conclusion was inconsistent with one's prior knowledge (e.g., “Premise 1: All fruits are sweet. Premise 2: Bananas are not sweet. Conclusion: Bananas are not fruits.” valid conclusion). In addition, four non-conflict items were included as the neutral condition in order to avoid a habitual response from the participants. They were instructed to suppose that all the premises are true and to decide whether the conclusion logically follows from the given premises. The measure showed good internal consistency (Cronbach's α = 0.83) in a Chinese sample ( Li et al., 2021 ). In this study, the internal consistency (Cronbach's α) of the SRPBB was 0.94.
Measures of Critical Thinking Disposition
The Chinese Critical Thinking Disposition Inventory was employed to measure CT disposition ( Peng et al., 2004 ). This scale has been developed in line with the conceptual framework of the California critical thinking disposition inventory. We measured five CT dispositions: truth-seeking (one's objectivity with findings even if this requires changing one's preconceived opinions, e.g., a person inclined toward being truth-seeking might disagree with “I believe what I want to believe.”), inquisitiveness (one's intellectual curiosity. e.g., “No matter what the topic, I am eager to know more about it”), analyticity (the tendency to use reasoning and evidence to solve problems, e.g., “It bothers me when people rely on weak arguments to defend good ideas”), systematically (the disposition of being organized and orderly in inquiry, e.g., “I always focus on the question before I attempt to answer it”), and CT self-confidence (the trust one places in one's own reasoning processes, e.g., “I appreciate my ability to think precisely”). Each disposition aspect contained 10 items, which the participants rated on a 6-point Likert-type scale. This measure has shown high internal consistency (overall Cronbach's α = 0.9) ( Peng et al., 2004 ). In this study, the CCTDI scale was assessed at Cronbach's α = 0.89, indicating good reliability.
Measure of Impulsivity
The well-known Barrett Impulsivity Scale ( Patton et al., 1995 ) was employed to assess three facets of impulsivity: non-planning impulsivity (e.g., “I plan tasks carefully”); motor impulsivity (e.g., “I act on the spur of the moment”); attentional impulsivity (e.g., “I concentrate easily”). The scale includes 30 statements, and each statement is rated on a 5-point scale. The subscales of non-planning impulsivity and attentional impulsivity were reversely scored. The BIS-11 has good internal consistency (Cronbach's α = 0.81, Velotti et al., 2016 ). This study showed that the Cronbach's α of the BIS-11 was 0.83.
Measures of Mental Health
The Depression Anxiety Stress Scale-21 was used to assess mental health problems such as depression (e.g., “I feel that life is meaningless”), anxiety (e.g., “I find myself getting agitated”), and stress (e.g., “I find it difficult to relax”). Each dimension included seven items, which the participants were asked to rate on a 4-point scale. The Chinese version of the DASS-21 has displayed a satisfactory factor structure and internal consistency (Cronbach's α = 0.92, Wang et al., 2016 ). In this study, the internal consistency (Cronbach's α) of the DASS-21 was 0.94.
The University Personality Inventory that has been commonly used to screen for mental problems of college students ( Yoshida et al., 1998 ) was also used for measuring mental health. The 56 symptom-items assessed whether an individual has experienced the described symptom during the past year (e.g., “a lack of interest in anything”). The UPI showed good internal consistency (Cronbach's α = 0.92) in a Chinese sample ( Zhang et al., 2015 ). This study showed that the Cronbach's α of the UPI was 0.85.
Statistical Analyses
We first performed analyses to detect outliers. Any observation exceeding three standard deviations from the means was replaced with a value that was three standard deviations. This procedure affected no more than 5‰ of observations. Hierarchical regression analysis was conducted to determine the extent to which facets of critical thinking were related to mental health. In addition, structural equation modeling with Amos 22.0 was performed to assess the latent relationship between CT, impulsivity, and mental health.

Descriptive Statistics and Bivariate Correlations
Table 1 presents descriptive statistics and bivariate correlations of all the variables. CT disposition such as truth-seeking, systematicity, self-confidence, and inquisitiveness was significantly correlated with DASS-21 and UPI, but neither CCTST-CV nor SRPBB was related to DASS-21 and UPI. Subscales of BIS-11 were positively correlated with DASS-21 and UPI, but were negatively associated with CT dispositions.

Table 1 . Descriptive results and correlations between all measured variables ( N = 314).
Regression Analyses
Hierarchical regression analyses were conducted to examine the effects of CT skill and disposition on mental health. Before conducting the analyses, scores in DASS-21 and UPI were reversed so that high scores reflected high levels of mental health. Table 2 presents the results of hierarchical regression. In model 1, the sum of the Z-score of DASS-21 and UPI served as the dependent variable. Scores in the CT ability tests and scores in the five dimensions of CCTDI served as predictors. CT skill and disposition explained 13% of the variance in mental health. CT skills did not significantly predict mental health. Two dimensions of dispositions (truth seeking and systematicity) exerted significantly positive effects on mental health. Model 2 examined whether CT predicted mental health after controlling for impulsivity. The model containing only impulsivity scores (see model-2 step 1 in Table 2 ) explained 15% of the variance in mental health. Non-planning impulsivity and motor impulsivity showed significantly negative effects on mental health. The CT variables on the second step explained a significantly unique variance (6%) of CT (see model-2 step 2). This suggests that CT skill and disposition together explained the unique variance in mental health after controlling for impulsivity. 1

Table 2 . Hierarchical regression models predicting mental health from critical thinking skills, critical thinking dispositions, and impulsivity ( N = 314).
Structural equation modeling was performed to examine whether impulsivity mediated the relationship between CT disposition (CT ability was not included since it did not significantly predict mental health) and mental health. Since the regression results showed that only motor impulsivity and non-planning impulsivity significantly predicted mental health, we examined two mediation models with either motor impulsivity or non-planning impulsivity as the hypothesized mediator. The item scores in the motor impulsivity subscale were randomly divided into two indicators of motor impulsivity, as were the scores in the non-planning subscale. Scores of DASS-21 and UPI served as indicators of mental health and dimensions of CCTDI as indicators of CT disposition. In addition, a bootstrapping procedure with 5,000 resamples was established to test for direct and indirect effects. Amos 22.0 was used for the above analyses.
The mediation model that included motor impulsivity (see Figure 1 ) showed an acceptable fit, χ ( 23 ) 2 = 64.71, RMSEA = 0.076, CFI = 0.96, GFI = 0.96, NNFI = 0.93, SRMR = 0.073. Mediation analyses indicated that the 95% boot confidence intervals of the indirect effect and the direct effect were (0.07, 0.26) and (−0.08, 0.32), respectively. As Hayes (2009) indicates, an effect is significant if zero is not between the lower and upper bounds in the 95% confidence interval. Accordingly, the indirect effect between CT disposition and mental health was significant, while the direct effect was not significant. Thus, motor impulsivity completely mediated the relationship between CT disposition and mental health.

Figure 1 . Illustration of the mediation model: Motor impulsivity as mediator variable between critical thinking dispositions and mental health. CTD-l = Truth seeking; CTD-2 = Analyticity; CTD-3 = Systematically; CTD-4 = Self-confidence; CTD-5 = Inquisitiveness. MI-I and MI-2 were sub-scores of motor impulsivity. Solid line represents significant links and dotted line non-significant links. ** p < 0.01.
The mediation model, which included non-planning impulsivity (see Figure 2 ), also showed an acceptable fit to the data, χ ( 23 ) 2 = 52.75, RMSEA = 0.064, CFI = 0.97, GFI = 0.97, NNFI = 0.95, SRMR = 0.06. The 95% boot confidence intervals of the indirect effect and the direct effect were (0.05, 0.33) and (−0.04, 0.38), respectively, indicating that non-planning impulsivity completely mediated the relationship between CT disposition and mental health.

Figure 2 . Illustration of the mediation model: Non-planning impulsivity asmediator variable between critical thinking dispositions and mental health. CTD-l = Truth seeking; CTD-2 = Analyticity; CTD-3 = Systematically; CTD-4 = Self-confidence; CTD-5 = Inquisitiveness. NI-I and NI-2 were sub-scores of Non-planning impulsivity. Solid line represents significant links and dotted line non-significant links. ** p < 0.01.
This study examined how critical thinking skill and disposition are related to mental health. Theories of psychotherapy suggest that human mental problems are in part due to a lack of CT. However, empirical evidence for the hypothesized relationship between CT and mental health is relatively scarce. This study explored whether and how CT ability and disposition are associated with mental health. The results, based on a university student sample, indicated that CT skill and disposition explained a unique variance in mental health. Furthermore, the effect of CT disposition on mental health was mediated by motor impulsivity and non-planning impulsivity. The finding that CT exerted a significant effect on mental health was in accordance with previous studies reporting negative correlations between CT disposition and mental disorders such as anxiety ( Suliman and Halabi, 2007 ). One reason lies in the assumption that CT disposition is usually referred to as personality traits or habits of mind that are a remarkable predictor of mental health (e.g., Benzi et al., 2019 ). This study further found that of the five CT dispositions, only truth-seeking and systematicity were associated with individual differences in mental health. This was not surprising, since the truth-seeking items mainly assess one's inclination to crave for the best knowledge in a given context and to reflect more about additional facts, reasons, or opinions, even if this requires changing one's mind about certain issues. The systematicity items target one's disposition to approach problems in an orderly and focused way. Individuals with high levels of truth-seeking and systematicity are more likely to adopt a comprehensive, reflective, and controlled way of thinking, which is what cognitive therapy aims to achieve by shifting from an automatic mode of processing to a more reflective and controlled mode.
Another important finding was that motor impulsivity and non-planning impulsivity mediated the effect of CT disposition on mental health. The reason may be that people lacking CT have less willingness to enter into a systematically analyzing process or deliberative decision-making process, resulting in more frequently rash behaviors or unplanned actions without regard for consequences ( Billieux et al., 2010 ; Franco et al., 2017 ). Such responses can potentially have tangible negative consequences (e.g., conflict, aggression, addiction) that may lead to social maladjustment that is regarded as a symptom of mental illness. On the contrary, critical thinkers have a sense of deliberativeness and consider alternate consequences before acting, and this thinking-before-acting mode would logically lead to a decrease in impulsivity, which then decreases the likelihood of problematic behaviors and negative moods.
It should be noted that although the raw correlation between attentional impulsivity and mental health was significant, regression analyses with the three dimensions of impulsivity as predictors showed that attentional impulsivity no longer exerted a significant effect on mental effect after controlling for the other impulsivity dimensions. The insignificance of this effect suggests that the significant raw correlation between attentional impulsivity and mental health was due to the variance it shared with the other impulsivity dimensions (especially with the non-planning dimension, which showed a moderately high correlation with attentional impulsivity, r = 0.67).
Some limitations of this study need to be mentioned. First, the sample involved in this study is considered as a limited sample pool, since all the participants are university students enrolled in statistics and mathematical finance, limiting the generalization of the findings. Future studies are recommended to recruit a more representative sample of university students. A study on generalization to a clinical sample is also recommended. Second, as this study was cross-sectional in nature, caution must be taken in interpreting the findings as causal. Further studies using longitudinal, controlled designs are needed to assess the effectiveness of CT intervention on mental health.
In spite of the limitations mentioned above, the findings of this study have some implications for research and practice intervention. The result that CT contributed to individual differences in mental health provides empirical support for the theory of cognitive behavioral therapy, which focuses on changing irrational thoughts. The mediating role of impulsivity between CT and mental health gives a preliminary account of the mechanism of how CT is associated with mental health. Practically, although there is evidence that CT disposition of students improves because of teaching or training interventions (e.g., Profetto-Mcgrath, 2005 ; Sanja and Krstivoje, 2015 ; Chan, 2019 ), the results showing that two CT disposition dimensions, namely, truth-seeking and systematicity, are related to mental health further suggest that special attention should be paid to cultivating these specific CT dispositions so as to enhance the control of students over impulsive behaviors in their mental health promotions.
Conclusions
This study revealed that two CT dispositions, truth-seeking and systematicity, were associated with individual differences in mental health. Furthermore, the relationship between critical thinking and mental health was mediated by motor impulsivity and non-planning impulsivity. These findings provide a preliminary account of how human critical thinking is associated with mental health. Practically, developing mental health promotion programs for university students is suggested to pay special attention to cultivating their critical thinking dispositions (especially truth-seeking and systematicity) and enhancing the control of individuals over impulsive behaviors.
Data Availability Statement
The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.
Ethics Statement
The studies involving human participants were reviewed and approved by HUST Critical Thinking Research Center (Grant No. 2018CT012). The patients/participants provided their written informed consent to participate in this study.
Author Contributions
XR designed the study and revised the manuscript. ZL collected data and wrote the manuscript. SL assisted in analyzing the data. SS assisted in re-drafting and editing the manuscript. All the authors contributed to the article and approved the submitted version.
This work was supported by the Social Science Foundation of China (grant number: BBA200034).
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher's Note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
1. ^ We re-analyzed the data by controlling for age and gender of the participants in the regression analyses. The results were virtually the same as those reported in the study.
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Keywords: mental health, critical thinking ability, critical thinking disposition, impulsivity, depression
Citation: Liu Z, Li S, Shang S and Ren X (2021) How Do Critical Thinking Ability and Critical Thinking Disposition Relate to the Mental Health of University Students? Front. Psychol. 12:704229. doi: 10.3389/fpsyg.2021.704229
Received: 04 May 2021; Accepted: 21 July 2021; Published: 19 August 2021.
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Copyright © 2021 Liu, Li, Shang and Ren. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) . The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Xuezhu Ren, renxz@hust.edu.cn
- Published: 05 February 2020
Thinking critically about critical thinking dispositions in technology education
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- Hendri Badenhorst 1
International Journal of Technology and Design Education volume 31 , pages 465–488 ( 2021 ) Cite this article
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While much research has been done on Critical Thinking (CT) skills, the disposition toward CT has not been adequately investigated. The paucity of literature regarding technology teachers’ disposition toward CT is particularly problematic as these teachers have to assist learners with the designing and making of solutions (artefacts) to problems that are often ill structured. Solving these problems is complicated and involves critical thinking. Helping learners to find solutions to these problems, therefore, requires teachers to be willing to think critically and encourage critical thinking in the classroom. Profiling these teachers’ dispositions could reveal their inclination to employ critical thinking, and give an indication of the likelihood that they may foster CT skills and the disposition toward CT in the classroom. In addition, such profiling could provide a descriptive baseline for further investigation into the relationship that seems to exist between CT dispositions and professions. This study, therefore, aimed to investigate technology teachers’ disposition to think critically in terms of their habits of mind. Quantitative research, using an online survey, was employed in this study. A Likert Scale instrument comprising 42 statements, derived from Facione’s (Informal Log 20(1): 61–84, 2000 ) seven habits of mind, was administered to South African technology teachers. The participants had to rate their level of agreement with each statement on a six-point scale. The research findings revealed that this sample had a positive disposition toward CT. The habits of mind that ranked the strongest were CT Self-confidence and Inquisitiveness, while Mature Judgment ranked the weakest (although still in a positive direction). Further research is needed to establish which dispositions should be emphasised in order to address the dispositional needs in technology education.
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What are the key dispositions of good critical thinkers, a collective intelligence analysis of critical thinking dispositions..
Posted January 18, 2016
As human beings, we make thousands of decisions every day. Every time we go to the shop to buy bread we must decide whether we would prefer white bread, brown bread, small or large loaf, barrel or sliced, etc. The same goes for the ‘simple’ task of ordering a coffee. For example, if you enter Starbucks, it’s been estimated that there are over 19,000 possible beverages available to you (Vohs et al., 2014). Indeed, we are immersed in increasingly complex and differentiated environments -- decisions are ever-present and surround us as we make our way in the world.
Of course, some decisions are more important than others. Perhaps ordering coffee at Starbucks and selecting bread at the shop are not seen as incredibly important by many people and, naturally, we often depend on prior choices or habitual responses to guide our choices in these situations. But what about decisions we care about, decisions that we recognise as important and that require some deliberation? Repeating habitual responses or ‘going with our gut’ in those situations will not suffice – we must pause for reflection and think critically – we must think about our decisions in these situations. Although it is not always clear what is needed to support good critical thinking, scholars have suggested that there may be a number of core personal dispositions that support good critical thinking. But what are these critical thinking dispositions?
Critical thinking (CT) is commonly defined as a metacognitive process, consisting of a number of cognitive skills (e.g. analysis, evaluation and inference) and a variety of personal dispositions (e.g. open-mindedness, inquisitiveness and scepticism), that, when used appropriately, increases the chances of producing a logical solution to a problem or a valid conclusion to an argument (Dwyer, 2011; Dwyer, Hogan & Stewart, 2012; 2014). However, most definitions of critical thinking (CT), and most interventions designed to increase CT, are grounded in academic or expert definitions of CT skills; and there has been very little emphasis on CT dispositions in the research conducted to date. Furthermore, students and educators are rarely, if ever, asked to describe their perspectives on what constitutes CT or key CT dispositions. As such, critical thinking dispositions have not yet been clearly conceptualised in research literature; and what little is agreed upon when it comes to such disposition is generally derived from the opinions of academics.
So what do students and educators describe as the key dispositions of good critical thinkers? We recently conducted research to address this question, as part of our ongoing efforts to develop and validate a new Critical Thinking Dispositions Scale . Using a collective intelligence methodology, Interactive Management , we examined the way students and educators conceptualise CT dispositions.
Interactive Management (IM) is a computer-assisted process that allows a group to build a structural model describing relations among elements in a system. In the current study, these elements were CT dispositions, and the relations of interest were the ways in which these dispositions support one another in a positive system of influence. Interactive Management is a five-step systems thinking methodology that is used to aid groups in developing outcomes that integrate contributions from individuals with diverse views, backgrounds and perspectives, via: (1) generating and clarifying ideas; (2) voting, ranking and selecting elements for structuring; (3) structuring elements by answering a series of questions in the form: “Does CT disposition A facilitate CT disposition B?’’; (4) evaluating a graphical representation of group logic; and (5) interpreting and evaluating discourse and reasoning to further understand the nature of the collective intelligence. In our study on critical thinking dispositions, three groups comprising a total of thirty-one students and ten educators took part in the collective intelligence workshops. Across these three workshops, a total of 32 CT dispositions were identified and organised into 13 categories (see figure 1).

Figure 1. Key Dispositions of Good Critical Thinkers
An analysis of the systems thinking of participants revealed that key CT dispositions including inquisitiveness , open-mindedness and self-efficacy had the strongest positive, supporting influence on other CT dispositions in the set; whereas, reflection and resourcefulness were seen as highly dependent on other dispositions (i.e., supported positively by other dispositions in the set). Drawing upon the logic of these systems structures, and ordering the full set of critical thinking dispositions by reference to their relative influence in the system, revealed the following ordered set:
- Inquisitiveness : An inclination to be curious; desire to fully understand something, discover the answer to a problem and accept that the full answer may not yet be known; a desire to understand a task and its associated requirements, available options and limits.
- Open-Mindedness : An inclination to be cognitively flexible, open to divergent or conflicting views; detaching from one’s own beliefs to consider diverse points of view without bias or self-interest; to be open to feedback, accepting positive feedback, criticism or constructive feedback with thoughtful consideration; an openness to amending existing knowledge in light of new ideas and experiences; and a willingness to explore new, alternative or ‘unusual’ ideas.
- Self-efficacy : The tendency to be confident and trust in one’s own reasoned judgments; acknowledging one’s sense of self while considering problems and arguments (i.e. situating reasoned judgements within one’s own life experiences, knowledge, biases, culture and environment); to believe in one’s ability to receive and internalize feedback positively and constructively; to be self-efficacious in leading others in the rational resolution of problems; and belief that good reasoning is the key to living a rational life and to a creating a more just world.
- Attentiveness : Willingness to focus and concentrate; to be aware of surroundings, context, consequences and potential obstacles; to have the ‘full picture’.
- Intrinsic Goal Orientation : Inclined to be enthusiastic towards a goal, task, topic of focus and, if not the topic itself, enthusiasm for the process of learning new things; to search for answers as a result of internal motivation , rather than an external, extrinsic reward system.
- Perseverance : To be resilient and to be motivated to persist at working through complex tasks and the associated frustration and difficulty inherent in such tasks, without giving up; motivation to get the job done correctly; a desire to progress.
- Organization : An inclination to be orderly, systematic and diligent with information, resources and time when determining and maintaining focus on a task, problem or question, whilst simultaneously considering the total situation and being able to present the resulting information in a holistic, organized fashion, for purposes of achieving specified goals.
- Truth-Seeking : A desire for knowledge and truth; to seek and offer both reasons and objections in an effort to inform and to be well-informed; a willingness to challenge popular beliefs and social norms by asking questions (of oneself and others); to be honest and objective about pursuing the truth even if the findings do not support one’s self-interest or pre-conceived beliefs or opinions; and willingness to change one’s mind about an idea as a result of the desire for truth.
- Creativity : A tendency to visualize and generate ideas; and to ‘think outside the box’ (i.e. think differently than usual)
- Skepticism: An inclination to challenge ideas and question conclusions in light of the evidence presented; to withhold judgment prior to engaging with the evidence; to take a position and be able to change position when the evidence and reasons are sufficient; and to look at findings from various perspectives.
- Reflection : An inclination to reflect on one’s behavior, attitudes, opinions, and motivations; to distinguish what is known and what is not; to approach decision-making with an awareness of limited knowledge or uncertainty, recognition that some problems are ill-structured, some situations permit more than one plausible conclusion or solution, and judgments must often be made based on analysis, evaluation, standards, contexts and evidence that preclude certainty.
- Resourcefulness : The willingness to utilize existing resources to resolve problems; search for additional resources in order to resolve problems; to switch between solution processes and knowledge to seek new ways/information to solve a problem; to make the best of the resources available; to adapt and/or improve if something goes wrong; and to think about how and why something went wrong.
Another way to understand this logic of supporting influence, or the relation between critical thinking dispositions, is by reference to the total influence map in figure 2, where dispositions to the left are collectively seen to influence disposition to the right. This figure represents a meta-analysis of the systems thinking across the three workshops, and highlights dispositions that influence or support other dispositions in the system.

Figure 2. Influence Map Describing Supporting Relations between CT Dispositions
Interestingly, one CT disposition, clarity , although highlighted as important during the idea generation stage (i.e., Step 1 above), did not receive a sufficient number of votes when it came to selecting ideas for structuring (i.e., Step 3 above). However, we believe it is important to highlight the significance of clarity , which was defined by our participants as the inclination to seek intelligibility, transparency, lucidity and precision, from oneself and others, and to be clear with respect to the intended meaning of what is communicated .

We appreciate that more work needs to be done to further understand the dynamics of critical thinking dispositions in action. We are currently working to develop critical thinking educational programmes that support the cultivation of key CT skills and dispositions. The understanding obtained through our collective intelligence research has also informed the development or a new Critical Thinking Dispositions Scale , which we are currently working to validate. We believe a new Critical Thinking Dispositions Scale is needed to empower students and educators who wish to reflect upon their critical thinking dispositions and negotiate new learning experiences that promote the development of CT skill and dispositions in academic settings. If you would like to contribute to our scale development work, we would be delighted if you could take our survey.
Link to Sona version of survey for NUI, Galway Students :
A direct link to survey is available upon request to [email protected]
Chris Dwyer ( LinkedIn , ResearchGate ), Michael Hogan ( Web ), Owen Harney ( ResearchGate ), Caroline Kavanagh, Sarah Quinn.
Dwyer, C.P., Hogan, M.J., Harney, O. & Kavanagh, C. (2016). Facilitating a student-educator conceptual model of dispositions towards critical thinking through interactive management. Educational Technology & Research (Submitted).
Dwyer, C.P. & Hogan, M.J. (2014). An integrated critical thinking framework for the 21st century. Thinking Skills & Creativity, 12, 43-52.
Dwyer, C.P., Hogan, M.J., & Stewart, I. (2012). An evaluation of argument mapping as a method of enhancing critical thinking performance in e-learning environments. Metacognition and Learning, 7, 219-244.
Dwyer, C.P., Hogan, M.J., & Stewart, I. (2011). The promotion of critical thinking skills through argument mapping. In C.P. Horvart & J.M. Forte (Eds.), Critical Thinking, 97-122. Nova Science Publishers, New York.
Vohs, K. D., Baumeister, R. F., Schmeichel, B. J., Twenge, J. M., Nelson, N. M., & Tice, D. M. (2014). Making choices impairs subsequent self-control: a limited-resource account of decision making, self-regulation , and active initiative.

Michael Hogan, Ph.D. , is a lecturer in psychology at the National University of Ireland, Galway.
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- The crucial role of critical thinking in nursing diagnosis and patient care

However, at the core of this crucial and multifaceted role lies a must-have skill: critical thinking. In the current healthcare landscape, critical thinking has become necessary to guide nurses through the complex network of patient symptoms, history, and medical knowledge to provide tailored care. Therefore, we explore the processes and significance of employing critical thinking in nursing practice.
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Most nursing professionals view critical thinking as the most crucial aspect of nursing, and quite rightly so. This process provides the platform for the foundational scope of nursing practice. At a time when the two major healthcare trends are evidence-based practice and patient-centered care, emotional decisions have become an unacceptable form of the decision-making process. Hence, all decisions must be made by astute observation, analysis, and evidence.
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Critical thinking processes in nursing
Nursing requires professionals to effectively synthesize information, make informed decisions, and implement precise care strategies to ensure positive patient outcomes. This is where the critical thinking process steps in, serving as an invaluable framework for nursing practice. This structured approach typically involves five steps;
This is the first step of the nursing process, where nurses collect and analyze data concerning patients’ health status, needs, preferences, and goals. Assessments can be done through medical records, physical examinations, observations, or diagnostic tests.
For this process, nurses identify the patient’s actual or potential health problems based on assessment data. They also compare data from the first step with established standards to make accurate diagnoses and formulate statements that describe the patient’s health issue.
In the planning phase, nurses develop comprehensive patient care plans based on the diagnosis. This critical thinking process involves setting realistic patient outcomes, selecting appropriate interventions to achieve the goals, and documenting care plans.
Implementation
The implementation process requires nurses to execute the care plan by providing direct or indirect care to the patient, depending on the health condition and the nurses’ specialization. Nurses must develop the skills to perform interventions safely, monitor patients’ responses, modify care plans, and collaborate with other healthcare professionals.
Finally, nurses must evaluate the effectiveness of the care plan by comparing the patient’s actual outcome with expected outcomes. Nurses ensure they provide the best possible healthcare by measuring patient progress, identifying factors influencing results, and revising care plans when necessary.
Master the art of critical thinking
Critical thinking is an essential skill for nursing students, mostly developed over time through experience and practice. However, educational programs are pivotal in developing this skill through critical thinking tools and models, mentorship, evidence-based practice, and active learning. Nursing programs like online ABSN provide a platform for aspiring nurses to develop this core competency and explore a fulfilling career in nursing. The Distance Accelerated Bachelor of Science in Nursing program at Baylor University offers the advantage of flexibility and accessibility for career-changers and individuals with prior degrees, allowing them to quickly transition into the nursing profession without the need for traditional on-campus education.
Benefits of critical thinking in nursing
Most nurses have natural caring abilities and the desire to support those in need. However, to become successful, nursing professionals must also let go of emotions in high-pressure situations and think critically. Here are some benefits of critical thinking for nurses.
Improving Accuracy in Diagnosis
Several studies have highlighted the risk of low accuracy in nursing diagnosis due to the diverse and complex process of interpreting patient data. Hence, there is a need to improve the accuracy of diagnoses to guide nursing interventions and achieve positive health outcomes.
By combining critical thinking concepts with domain knowledge, nurses can explore a more comprehensive, systematic, and open-minded approach to patient assessment, resulting in more accurate and reliable diagnoses.
Building Patient Trust
The critical thinking process emphasizes thorough communication, transparency, empathy, individualized care, evidence-based practice, and informed decision-making, to mention a few. These features not only lead to more accurate care but also foster trust between patients and healthcare providers.
Patients feel more secure when they perceive dedication, open communication, respect, and honesty among their healthcare team. Trust is essential in patient-provider relationships and contributes to improved outcomes and satisfaction.
Enhancing Patient Safety
Patient safety is of utmost importance for nurses, and critical thinking helps improve this healthcare aspect. Nurses who think critically can recognize and respond to signs and symptoms of illnesses, complications, or adverse reactions to drugs.
Critical thinking also helps nurses identify errors and unsafe practices before they result in more severe conditions. Furthermore, it emphasizes effective communication, collaboration, and interventions, enhancing patient safety.
Streamlining Workflow and Efficiency
Critical thinking can streamline workflow and improve efficiency in various professional settings, including healthcare, by optimizing decision-making processes and problem-solving approaches.
Nurses who implement critical thinking excel at prioritization, problem-solving, resource allocation, time management, and interdisciplinary collaboration. Critical thinking also reduces the likelihood of errors by promoting careful analysis and fact-checking. All these combine to accelerate workflow and enhance efficiency.
Critical thinking is a crucial aspect of nursing practice, helping to bolster diagnostic precision, clinical efficiency, and overall healthcare quality. And with technology transforming nursing education , exploring opportunities to develop this skill is much easier and more convenient.
Ultimately, the benefits and importance of this skill are apparent in nursing diagnostic and patient care. The clinical conditions of patients are incredibly multifaceted, and as healthcare scenarios continue to evolve in complexity, nurses must develop and apply critical thinking in their practice.
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Optimizing Export Controls for Critical and Emerging Technologies: Reviewing Control Lists, Expanded Rules, and Covered Items

Photo: Matthew Lloyd/Bloomberg/Getty Images
Table of Contents
Report by William Alan Reinsch Thibault Denamiel and Eric Meyers
Published November 8, 2023
Available Downloads
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As critical and emerging technologies take center stage in the Biden administration’s conflation of national security and economic policy, this report assesses how adjustments can be made in the United States export control approach to best tackle today’s geostrategic landscape. The second in a series of three, this report assesses how the Department of Commerce’s tools and listings can be leveraged most efficiently to complement an expansion of controls at the high end of technological advancements. It begins by examining the different features of dual-use export control policy implementation and offers pathways to streamline their use and follows by offering case studies of currently controlled dual-use items that should be reviewed in light of the rise of new critical technologies.
This report is made possible through generous support from the Smith Richardson Foundation.

William Alan Reinsch

Thibault Denamiel
Eric meyers, programs & projects.
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Critical thinking (CT) skills and dispositions are increasingly valued in modern society, largely because these skills and dispositions support reasoning and problem-solving in real-world settings ...
Critical thinking (CT) consists of a number of skills and dispositions that, when used appropriately, increases the chances of producing a logical solution to a problem or a valid conclusion...
Critical thinking is a self-regulatory process of judgment that help one decide to how to deal with (and solve) problems. Critical thinking is the process of thinking that questions assumptions. It is a way of deciding whether a claim is true, false; sometimes true, or partly true. Critical thinking is an important component of most professions.
Regression and structural equation modeling analyses based on a Chinese university student sample ( N = 314, 198 females, M age = 18.65) revealed that critical thinking skill and disposition explained a unique variance of mental health after controlling for impulsivity.
This essay presents a researchbased expert consensus definition of critical thinking, argues that human dispositions are neither hidden nor unknowable, describes a scientific process of...
This fact is recognized in the inclusion among critical thinking dispositions of a concern to become and remain generally well informed. 11. Educational methods. Experimental educational interventions, with control groups, have shown that education can improve critical thinking skills and dispositions, as measured by standardized tests.
Critical thinking (CT) consists of a number of skills and dispositions that, when used appropriately, increases the chances of producing a logical solution to a problem or a valid conclusion to an ...
Stepwise regression revealed that: the overall effects of the classroom learning environment of Liberal Studies on critical thinking disposition were greater than those of the family environment; the content-oriented dimensions of both environments were stronger predictors of critical thinking disposition than the relationship-oriented dimension...
Disposition towards critical thinking has been defined as a motivation towards addressing problems and making decisions (Facione et al., 1995; Giancarlo & Facione, 2001 ), all of which are essential for critical thinking to occur (Chen et al., 2020 ).
The following traits have been identified as critical thinking dispositions in the publications cited: wholehearted interest in the subject (Dewey 1933) intellectual responsibility (Dewey 1933; Siegel 1988; Paul & Elder 2006) concern to become and remain generally well-informed (Facione 1990a; Ennis 1991)
Regression and structural equation modeling analyses based on a Chinese university student sample ( N = 314, 198 females, M age = 18.65) revealed that critical thinking skill and disposition explained a unique variance of mental health after controlling for impulsivity.
Introduction. Most researchers agree that in addition to skills or abilities, critical thinking also involves dispositions. Footnote 1 Going back to Gilbert Ryle (1949) with his knowing-how and knowing-that distinction, the reason behind this is as follows - it is not enough to be able to do something - one must likewise be disposed to doing it. . There is no point having the ability to do ...
Disposition towards critical thinking. This was evaluated using the Critical Thinking Disposition Scale (CTDS; Spanish adaptation by Bravo et al., 2020; original instrument by Sosu, 2013). The CTDS comprises 11 items that measure critical openness (e.g., I usually try to think about the bigger picture during a discussion) and reflective ...
Abstract. Most theorists agree that the ability to think critically is distinct from the disposition to do so. Many of us may have the ability to be critical thinkers, but unless we are consistently and internally motivated to think and reason this way, these abilities are effectively redundant. Such dispositions are both intellectual character ...
Assuming that critical thinking dispositions are at least as important as critical thinking abilities, Ennis examines the concept of critical thinking disposition and suggests some criteria for judging sets of them. He considers a leading approach to their analysis and offers as an alternative a simpler set, including the disposition to seek alternatives and be open to them.
Profiling these teachers' dispositions could reveal their inclination to employ critical thinking, and give an indication of the likelihood that they may foster CT skills and the disposition toward CT in the classroom.
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The present research investigated whether critical thinking predicts academic performance above and beyond general cognitive ability. Both critical thinking (CT) skills and dispositions were investigated in order to obtain a complete picture of CT and its relations to academic performance and general cognitive ability including fluid intelligence, working memory and processing speed.
Discussion. This study was to assess the correlation between critical thinking dispositions and self-esteem. One of the important findings of this study was the higher mean scores of critical thinking in female students than males, consistent with the results reported by Orujlu et al. (2017), [] examining the relationship between critical thinking and self-efficacy of nursing students (P < 0.05).
Engaging students emotionally is the key to strengthening their dispositions toward critical thinking. Elder (1997) contends that it is critical thinking which leads us to a rational and reasonable … Expand. 42. PDF. 2 Excerpts; Save. Development and Predictive Validity of the Computational Thinking Disposition Questionnaire.
Critical thinking (CT) is commonly defined as a metacognitive process, consisting of a number of cognitive skills (e.g. analysis, evaluation and inference) and a variety of personal...
This study tested a moderated mediation model that included critical thinking disposition (independent variable), emotional intelligence (moderator), academic self-efficacy (mediator), and academic achievement (dependent variable) in a sample of 642 high school participants aged 14-16 years (M = 15.59, SD = 0.97, 48.44% males) in China, using data from an in-school questionnaire.
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Kirsh, Steven J. Children, Adolescents, and Media Violence: A Critical Look at the Research. Sage, 2006. (Kirsh). Book with More Than One Author. When a book has two authors, order the authors in the same way they are presented in the book. Format: Last Name, First Name of First Author, and First Name Last Name of Second Author. Title of Book.
Critical thinking is a crucial aspect of nursing practice, helping to bolster diagnostic precision, clinical efficiency, and overall healthcare quality. And with technology transforming nursing education, exploring opportunities to develop this skill is much easier and more convenient. Ultimately, the benefits and importance of this skill are ...
Madison and his nonprofit partners have modernized the broadcast journalism legend's relevance in the form of an AI-powered chatbot, "Murrow.". The free tool, developed by Playlab Education ...
This latest CSIS report outlines how the recent policy shift regarding export controls on critical technologies should spur a re-thinking of controls on more traditional dual-use items. Optimizing Export Controls for Critical and Emerging Technologies: Reviewing Control Lists, Expanded Rules, and Covered Items