| Literature DB >> 35421232 |
Marlena Calo1, Belinda Judd2, Lucy Chipchase3, Felicity Blackstock4, Casey L Peiris1.
Abstract
OBJECTIVE: The purpose of this study was to determine the relationships between noncognitive traits (grit, resilience, and mindset-type), academic success, and clinical performance in physical therapist students.Entities:
Keywords: Academic Success; Clinical Education; Grit; Health Professional Students; Mindset; Resilience
Mesh:
Year: 2022 PMID: 35421232 PMCID: PMC9350533 DOI: 10.1093/ptj/pzac038
Source DB: PubMed Journal: Phys Ther ISSN: 0031-9023
Validated Surveys of Grit, Resilience, and Mindset Type
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| Grit-S | 8 Items on a 5-point Likert scale | Scores are averaged to obtain a maximum score between 1 (not at all gritty) and 5 (extremely gritty) | 1–2.99: low grit 3–4.3: normal grit 4.31–5: high grit |
| BRS | 6 Items on a 5-point Likert scale | Scores are averaged to obtain a score between 1 (lowest resilience) and 5 (highest resilience) | 1–2.99: low resilience 3–4.3: normal resilience |
| 4.31–5: high resilience | |||
| ARS-30 | 30 Items on a 5-point Likert scale | Scores are summed (theoretical range 30–150), with a higher global score reflecting greater academic resilience | <100.83: low academic resilience 100.83–130.39: moderate academic resilience |
| >130.39: high academic resilience | |||
| DMI | 16 Items on a 6-point Likert scale | Two subsets are measured: intelligence (DMI-I items 1–8) and talent (DMI-T items 9–16). For each subset, scores are averaged to give a final score between 1 (fixed mindset) and 6 (growth mindset) for each | 1–3: fixed trait 3.1–3.9: undecided 4–6: malleable (growth) trait |
ARS = Academic Resilience Scale; BRS = Brief Resilience Scale; DMI = Dweck Mindset Instrument; GRIT-S = Short Grit Scale.
Figure 1Flow of participants through the study.
Participant Sociodemographics
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| Gender | ||
| Male | 111 | 41.7 |
| Female | 146 | 54.9 |
| Nonbinary, fluid, queer | 9 | 3.4 |
| Age, y | ||
| 19–21 | 39 | 14.7 |
| 22–24 | 145 | 54.5 |
| 25–27 | 53 | 19.9 |
| 28–30 | 14 | 5.3 |
| 31+ | 11 | 4.1 |
| Course | ||
| Postgraduate (master’s) | 65 | 24.4 |
| Undergraduate | 197 | 74.1 |
| Disability | 21 | 7.9 |
| Diagnosed mental health condition | 54 | 20.3 |
| International student | 48 | 18 |
| Carer for family member >5 h/wk | 72 | 27 |
| Living arrangements | ||
| On campus | 3 | 1.1 |
| With domestic partner | 32 | 12 |
| With parents/family | 136 | 51.1 |
| Sharing with friends/flatmates | 75 | 28.2 |
| Living alone | 10 | 3.8 |
| Other | 2 | .8 |
| Playing sport, h/wk | ||
| <5 | 116 | 43.6 |
| 5–9 | 88 | 33.1 |
| 10–14 | 37 | 13.9 |
| 15–19 | 13 | 4.9 |
| 20+ | 7 | 2.6 |
Data are missing; do not add up to 100%.
Grit, Resilience, and Mindset-Type Scores and Categories
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| Grit-S (n = 264) | 1.75 | 4.88 | 3.49 (.64) | 51 (19.2%) | 184 (69.2%) | 29 (10.9%) |
| BRS (n = 260) | 1 | 5 | 3.40 (.75) | 61 (22.9%) | 170 (63.9%) | 29 (10.9%) |
| ARS (n = 265) | 51 | 147 | 110.34 (15.47) | 66 (24.8%) | 175 (65.8%) | 24 (9.0%) |
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| DMI-I (n = 264) | 1 | 6 | 4.39 (0.95) | 26 (9.8%) | 54 (20.3%) | 184 (69.2%) |
| DMI-T (n = 264) | 1 | 6 | 4.24 (1.01) | 38 (14.3%) | 59 (22.2%) | 167 (62.8%) |
ARS = Academic Resilience Scale; BRS = Brief Resilience Scale; DMI-I = Dweck Mindset Instrument (Intelligence); DMI-T = Dweck Mindset Instrument (Talent); Grit-S = Short Grit Scale.
Correlations Between Sociodemographic Factors and Grit, Resilience, and Mindset
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| Grit-S | −0.165 | 0.104 ( | −0.150 | 0.239 | 0.220 | −0.198 | −0.032 ( | −0.024 ( |
| BRS | −0.043 ( | 0.076 ( | −0.167 | 0.011 ( | −0.015 ( | −0.114 ( | −0.017 ( | 0.087 ( |
| ARS | −0.001 ( | 0.067 ( | −0.187 | 0.058 ( | 0.033 ( | −0.099 ( | −0.051 ( | −0.065 ( |
| DMI-I | −0.209 | 0.127 | −0.210 | 0.026 ( | 0.083 ( | −0.043 ( | −0.002 ( | −0.082 ( |
| DMI-T | −0.161 | 0.175 | −0.148 | −0.071 ( | 0.074 ( | −0.061 ( | −0.105 ( | −0.087 ( |
Raw scores. See Supplementary Data 2 for complete table. ARS = Academic Resilience Scale; BRS = Brief Resilience Scale; DMI-I = Dweck Mindset Instrument (Intelligence); DMI-T = Dweck Mindset Instrument (Talent); Grit-S = Short Grit Scale.
Correlation is significant at the 0.01 level (2-tailed).
Correlation is significant at the 0.05 level (2-tailed).
Risk Ratio (95% CI) for Risk of Failing a Clinical Placement
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| Low grit | 2.03 | 1.06 to 3.89 | .032 |
| Disability | 2.51 | 1.27 to 4.92 | .018 |
| Mental health condition | 2.05 | 1.05 to 4.00 | .034 |
| International | 2.58 | 1.17 to 5.65 | .008 |
| Male | 3.12 | 1.42 to 6.87 | .005 |
| LGBTIQ+ | 5.29 | 2.67 to 10.49 | <.001 |
LGBTIQ+ = lesbian, gay, bisexual, trans, intersex, queer/questioning.
Multiple Regression Analysis for Predictors of Overall Academic Success and Clinical Performance
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| Overall academic success | |||||
| Independent variables included in final model | |||||
| Grit (Grit-S) | 2.03 | 1.05 to 3.01 | .24 | 4.11 | .000 |
| Female | 2.52 | 1.29 to 3.77 | .23 | 3.98 | .000 |
| Mental health | −2.29 | −4.01 to −0.92 | −.18 | −3.15 | .002 |
| Postgraduate | −2.47 | −3.74 to −0.84 | −.18 | −3.10 | .002 |
| Independent variables not included in final model | |||||
| Lives with parents | −1.43 | −2.92 to 0.05 | −.13 | −1.90 | .058 |
| Resilience (ARS) | −0.02 | −0.06 to 0.03 | −.05 | −0.69 | .488 |
| Mindset (DMI-I) | 0.02 | −0.71 to 0.75 | .00 | 0.04 | .965 |
| Age | 0.36 | −1.22 to 1.94 | .03 | 0.45 | .654 |
| Disability | 0.23 | −2.30 to 2.75 | .01 | 0.18 | .858 |
| Study <5 h/wk | −0.23 | −2.92 to 2.36 | −.01 | −0.21 | .836 |
| Paid employment | −1.51 | −3.58 to 0.56 | −.09 | −1.45 | .152 |
| Sport <5 h/wk | 0.27 | −1.13 to 1.67 | .02 | 0.38 | .703 |
| Carer | −0.07 | −1.57 to 1.42 | .00 | −0.10 | .923 |
| International | −0.98 | −2.94 to 0.98 | −.07 | −0.99 | .326 |
| Clinical performance | |||||
| Independent variables included in final model | |||||
| Female | 2.13 | 0.41 to 3.85 | .14 | 2.43 | .016 |
| Grit (Grit-S) | 1.81 | 0.48 to 3.13 | .15 | 2.68 | .008 |
| Theory marks | 0.50 | 0.34 to 0.67 | .34 | 5.91 | .000 |
| Disability | −5.59 | −8.53 to −2.63 | −.21 | −3.73 | .000 |
| Lives with parents | −2.04 | −3.71 to −0.36 | −.13 | −2.40 | .017 |
| Independent variables not included in final model | |||||
| Postgraduate | 1.96 | −0.26 to 4.18 | .11 | 1.74 | .083 |
| Mental health | −0.33 | −2.61 to 1.96 | −.17 | −0.28 | .782 |
| Resilience (ARS) | −0.04 | −0.10 to 0.03 | −.07 | −1.11 | .269 |
| Mindset (DMI-I) | 0.24 | −0.73 to 1.22 | .03 | 0.50 | .621 |
| International | −0.88 | −3.48 to 1.73 | −.04 | −0.66 | .508 |
| Age | 0.62 | −1.47 to 2.72 | .04 | 0.59 | .558 |
| Study <5 h/wk | 1.50 | −2.00 to 5.00 | .05 | 0.85 | .399 |
| aid employment | 1.87 | −0.88 to 4.64 | .08 | 1.34 | .182 |
| Sport <5 h/wk | −1.07 | −2.93 to 0.79 | −.07 | −1.14 | .257 |
| Carer | −0.06 | −2.04 to 1.92 | −.03 | −0.06 | .954 |
ARS = Academic Resilience Scale; B = unstandardized coefficient; Beta = standardized coefficient; DMI-I = Dweck Mindset Instrument (Intelligence); Grit-S = Short Grit Scale.
R2 = 0.43; F = 14.21; P < .001.
R2 = 0.50; F = 16.83; P < .001.