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. 2023 Dec 19;12(1):3. doi: 10.3390/healthcare12010003

Table 2.

Characteristics and effect sizes of studies included in this meta-analysis.

Study(s) [Ref] Year and Country Sample Characteristics Methodological Characteristics Effect Size
Cultural Origin Age Range NC/NE Variables Results Cohen’s d Variance
Cohen et al. Study 1 [17] 2006, US African Americans and
European Americans
12–13 243 Academic
performance
(+) 0.26 * 0.0166
Cohen et al. Study 2 [17] 2006, US African Americans and
European Americans
12–13 243 Academic
performance
(+) 0.26 * 0.0106
Cohen et al. [8] 2009, US African Americans and
European Americans
12–14 385 Academic
performance
(+) 0.31 * 0.0105
Bowen et al. [7] 2013, US African Americans and ethnic minorities 11–14 74/58 Academic
performance
(+) 0.52 * 0.0318
Thomaes et al. Study 1 [40] 2012, NL Dutch 11–14 85/88 Prosocial feelings (+) 0.47 * 0.0143
Thomaes et al. Study 2 [40] 2012, NL Dutch 11–14 81/82 Prosocial behaviors (+) 0.19 * 0.0156
Thomaes et al. [41] 2009, NL Caucasians 12–15 405 Narcissistic
aggression
(=) 0.10 0.0127
Armitage [42] 2012, GB Caucasians 13–16 105/115 Perceived threat
Self-esteem
Current body shape
Desired body shape
Body satisfaction
Body self-esteem
(−/+) 0.43 * 0.0182
Sherman et al. Study 1 [10] 2013, US Caucasians and Latin Americans 11–14 92/92 Academic
performance
(+) 0.33 * 0.0222
Sherman et al. Study 2 [10] 2013, US Caucasians and Latin Americans 11–14 79/72 Academic
performance
Interpretation level
Daily adversity
(+) 0.52 * 0.0207
Bratter et al. [6] 2016, US African Americans,
Caucasians, and
Hispanics
14–15 456/430 Academic
performance
(=) 0.09 0.0137
Cook et al. Study 1 [9] 2012, US African Americans and Caucasians 12–14 361 Academic affiliation (=) 0.16 0.0110
Cook et al. Study 2 [9] 2012, US African Americans and Caucasians 12–14 121 Academic affiliation and academic
performance
(+) 0.45 * 0.0343
Lokhande and Müller [43] 2019, DE Ethnic minorities 12–13 294/374 Academic
performance
(=) 0.14 0.0366
Binning et al. [44] 2019, US Caucasians and ethnic groups 11–14 145 School trust
Discipline incidents
(−/+) 0.40 * 0.0281
Hoffman and Kurtz-Costes [45] 2019, US American Indians 11–14 212 Motivation for
science
(=) 0.14 0.0189
Liu and Huang [46] 2019, CN Asians 15–16 48/47 Self-integration
Coping with
homework
Academic
performance
Perceived value
(−/+) 0.42 * 0.0423
Harackiewicz et al. [24] 2014, US Caucasians and ethnic
minorities
M = 19.27, SD = 1.15 396/402 Performance gap
Academic
performance
(−/+) 0.22 * 0.0263
Miyake et al. [25] 2010, US 18–22 399 Gender gap
Learning
(=) 0.15 * 0.0216
Taylor and Walton [23] 2011, US African Americans 18–22 29 Learning (+) 0.83 * 0.0138
Baker et al. [47] 2020, US Caucasians and ethnic groups 551/564 Academic
performance
(=) 0.09 0.0036
Bayly and Bumpus [48] 2019, US Ethnic minorities 18–19 107/389 Academic
performance
(=) 0.00 0.0135
Blanton et al. [49] 2013, US M = 18.7, SD = 1.16 116 Discomfort with the threat
Willingness to have unprotected sex
(−/+) 0.43 * 0.0355
Brady et al. [31] 2016, US Latinos 18–20 183 Academic
performance
Adaptive
appropriateness
Academic
belongingness
Spontaneous
affirmation
Fear of school
Optimism
Rumination
Problem analysis
(+) 0.75 * 0.0204
Cameron et al. [50] 2015, GB Caucasians and ethnic groups 16–24 799/696 Consumption of fruits and vegetables
Physical activity
Alcohol
consumption
Tobacco
consumption
Smoking in college
(−/+) 0.12 * 0.0286
Churchill et al. [51] 2018, GB 18–33 32/35 Musical performance (=) 0.00 0.0598
De Clercq et al. [52] 2019, BE 18–19 129/123 Self-affirmation (+) 0.47 * 0.0163
Covarrubias et al. Study 1 [53] 2016, US Latinos 11–14 81 Academic
performance
(+) 0.19 * 0.0106
Covarrubias et al. Study 2 [53] 2016, US Latinos and Americans of European origin 11–14 269 Academic
performance
(+) 0.22 * 0.0113
Ehret and Sherman [54] 2018, US Caucasians and ethnic groups 74/66 Abstinence from
alcohol
(=) 0.00 0.0356
Epton et al. [55] 2014, GB Caucasians and ethnic groups 18–19 709/736 Tobacco use
Drug use
Hospital admissions
Descriptive norms
Perception of control
(−/+) 0.12 * 0.0199
Goyer et al. [56] 2017, US Latinos and Caucasians 11–14 185 Academic
preparation
Attendance to
selective schools
(+) 0.48 * 0.0227
Gregory et al. [57] 2017, US Caucasian 18–22 64 Self-pity
Perception of pain
Resistance to pain
(+) 0.60 * 0.0139
Harackiewicz et al. [58] 2016, US African Americans, Hispanics, and Native Americans 18–19 1040 Academic
performance
Performance gap
(+) 0.28 * 0.0254
Hernandez et al. [59] 2017, US Latinos 11–14 67 Threat to identity (=) 0.00 0.0615
Jones and Huey [60] 2020, US Caucasians, Latinos, and African Americans 18–24 38/44 Academic
performance
Perception of
self-integration
Social adjustment
(=) 0.13 0.0130
Jordt et al. [61] 2017, US Caucasians and ethnic minorities 18–22 970/963 Academic
performance
(+) 0.27 0.0156
Kamboj et al. [62] 2016, GB 18–35 278/250 Pro-social feelings
Alcohol
consumption
Intention to reduce consumption
Message derogation
Perceived threat
Commitment to the threatening message
(−/+) 0.23 * 0.0109
Kim and Niederdeppe [63] 2016, SG Caucasians and Asians 18–34 74/76 Negative cognitive responses
Perceived risk of
alcohol consumption
(=) 0.28 0.0267
Lannin et al. [64] 2013, US European Americans and ethnic groups 19–46 84 Self-stigma
Willingness to seek help
(−/+) 0.24 * 0.0627
Lannin et al. [65] 2020, US European Americans and ethnic groups 18–22 152 Positive mood
Negative mood
Psychological
distress
(−/+) 0.45 * 0.0295
Layous et al. [66] 2017, US Caucasians and ethnic minorities M = 19.12, SD = 1.28 57/48 Academic
performance
(+) 0.39 * 0.0391
Meier et al. [67] 2015, US Caucasians 18–35 52/58 Importance of the problem AR
Risk perception AR
Alcohol use
Protective Strategies AR
(=) 0.16 0.0368
Norman and Wrona-Clarke [68] 2016, GB Caucasians M = 22.58, SD = 6.31 105/104 Reactivity of AR messages
Message
evaluation AR
Perceived Risk AR
Intention to
binge drink
Binge drinking
(=) 0.12 0.0192
Norman et al. [69] 2018, GB Caucasians M = 18.76, SD = 1.94 738 Frequency of
excessive
consumption AR
(+) 0.13 * 0.0054
Peters et al. [70] 2017, US Caucasians and
African Americans
17–59 194 Subjective numerical capacity (=) 0.29 0.0208
Rosas et al. [71] 2017, US Caucasians, Latinos, and ethnic minorities 18–35 143 Self-esteem
Intention to consume sugar-sweetened
beverages
(+) 0.24 * 0.0135
Sereno et al. [72] 2020, US Caucasians, Latinos, and ethnic minorities M = 20.04,
SD = 2.69
157 Self-assessment
Oral participation
(+) 0.45 * 0.0267
Shapiro et al. Study 3 [73] 2013, US African Americans 18–24 37 Academic
performance
(+) 0.19 * 0.0271
Shapiro et al. Study 4 [73] 2013, US African Americans 18–24 75 Academic
performance
(+) 0.57 * 0.0555
Tibbetts et al. Study 1 [74] 2016, US Caucasians and ethnic minorities 18–24 69/72 Academic
performance
(+) 0.23 * 0.0289
Tibbetts et al. Study 2 [74] 2016, US Caucasians and ethnic minorities 18–24 389/399 Performance gap
Choice of
independent topics
Choice of interdependent topics
(+) 0.29 0.0066
Walton et al. [75] 2015, CA Caucasians, Asians, and ethnic minorities 18–24 228 Academic
performance
Importance of
negative events
Confidence in stress management
Self-esteem
Gender
identification
(−/+) 0.60 * 0.0249
Adams et al. Study 1 [76] 2006, US Caucasians, European Americans, and Latinos 18–24 44/51 Perception of racism
Belief that whites understate the extent of racism
Ratings of the
average white person
(+) 0.58 * 0.0442
Adams et al. Study 2 [76] 2006, US Caucasians, European Americans, and Latinos 18–24 27/36 Belief that whites understate the extent of racism (−) 0.67 * 0.0688
Borman et al. [15] 2016, US Caucasians and ethnic minorities 12–13 499/513 Cumulative seventh grade GPA
Fall reading test
Fall math test
Spring reading test
Spring math test
Spring language
usage test
(−/+) 0.05 0.0040
Briñol et al. Study 1 [77] 2007, ES 18–24 111 Manipulation check (index of personal importance) (+) 2.51 * 0.0644
Briñol et al. Study 2 [77] 2007, ES 18–24 73 Manipulation check (index of personal importance) (+) 1.84 * 0.0781
Briñol et al. Study 3 [77] 2007, ES 18–24 87 Attitudes (−) 0.52 * 0.0475
Briñol et al. Study 4 [77] 2007, ES 18–24 91 Confidence (+) 0.63 * 0.0461
Correll et al. [78] 2004, CA Canadians 18–24 21/18 Advocate’s
arguments
Pro-attitudinal
advocate position
Argument strength
(−/+) 1.05 * 0.1182
Creswell et al. [79] 2013, US Caucasians and ethnic minorities 18–34 73 Rating value
Writing activity
RAT score
Positive affect
(+) 1.40 * 0.0582
Critcher et al. Study 1 [11] 2010, US 18–24 184 Defensiveness (−/+) 0.15 0.0218
Critcher et al. Study 2a [11] 2010, US 18–24 76 Defensively negative score (−) 0.57 * 0.0549
Critcher and Dunning Study 1 [29] 2015, US 18–24 75 Positive feelings of self-worth (+) 0.45 * 0.0547
Critcher and Dunning Study 2 [29] 2015, US 18–24 94 Defensiveness
Perspective on the threat
(−/+) 0.44 * 0.0435
Crocker et al. Study 1 [80] 2008, US Caucasians, Asians, and other or mixed
ethnicity
17–21 70/69 Rating of loving
feelings
(+) 0.84 * 0.0319
Crocker et al. Study 2 [80] 2008, US Caucasians, Asians, and other or mixed
ethnicity
17–22 54 Acceptance of the
article
(+) 0.63 * 0.1182
Dillard et al. [81] 2005, US Caucasians 18–24 65/65 Motivated to quit smoking (+) 0.39 * 0.0314
Epton and Harris [82] 2008, GB 18–46 41/46 Portions of fruit and vegetables
Self-efficacy
Response efficacy
(+) 0.46 * 0.0474
Harris and Napper [83] 2005, GB 18–24 42/40 Importance of self-affirmed
passages Self-positivity
Positive attitudes
(+) 5.08 * 0.4354
Harris et al. [84] 2007, GB Caucasians 18–40 43/44 Threat
Intention
Control
Self-efficacy
Negative thoughts and feelings
(+) 0.67 * 0.0486
Klein et al. Study 1 [85] 2011, US 18–24 120 Feelings of
vulnerability
(+) 0.36 * 0.0339
Klein et al. Study 2 [85] 2011, US 18–24 99 Feelings of
vulnerability
Intentions
(−/+) 0.43 * 0.0413
Klein and Harris [86] 2009, US 18–24 118 Attentional bias
toward threat
(+) 0.37 * 0.0345
Koole and van Knippenberg [87] 2007, NL 18–24 88 Stereotypic word
fragments
Stereotypic
descriptions
(−/+) 0.93 * 0.0511
Koole et al. Study 1 [88] 1999, NL 18–24 60 Value of the AVL subscale
Recognition
accuracy
(−/+) 1.49 * 0.0930
Koole et al. Study 2 [88] 1999, NL 18–24 71 Value of the AVL (+) 1.84 * 0.0801
Koole et al. Study 3 [88] 1999, NL 18–24 70 Value of the AVL
Recognition
accuracy
Positive mood
Relative evaluation of name letters
(−/+) 0.99 * 0.0704
Legault et al. [89] 2012, CA 18–24 35 Errors of
commission
Waveform
amplitude
(−/+) 0.82 * 0.1240
Martens et al. Study 2 [22] 2006, US 18–24 52 Items correct on math SATs (+) 0.55 * 0.0799
Reed and Aspinwall [90] 1998, US Caucasians, African Americans, Asian Americans, Biracials, Hispanics, and others 17–54 61 Reduced bias
processing of
threatening health
information
Reading time
risk disconfirming
Number of facts
recalled
Perceived control over reducing caffeine consumption
(−/+) 0.60 * 0.0688
Schimel et al. Study 1 [91] 2004, CA 18–24 49 Self-handicapping attributions
Performance measures
(−/+) 0.57 * 0.085
Schmeichel and Martens Study 1 [92] 2005, US 18–24 65 Percept negative to anti-U.S. essay (−) 0.50 * 0.0634
Schmeichel and Martens Study 2 [92] 2005, US 18–24 54 Death-related thoughts (−) 0.54 * 0.0768
Schmeichel and Vohs Study 1 [93] 2009, US 18–24 63 Positive mood (+) 0.44 * 0.0650
Schmeichel and Vohs Study 2 [93] 2009, US 18–24 72 Puzzle persistence (+) 0.94 * 0.0617
Schmeichel and Vohs Study 3 [93] 2009, US 18–24 29 Behavioral
descriptions
(+) 0.74 * 0.1474
Sherman et al. [94] 2009, US Caucasians, Asians, Americans, other
ethnicities
18–24 49 Concerns about
failure
Worrying during exam
(−) −0.57 * 0.085
Sherman et al. Study 1 [95] 2000, US 18–24 60 Feel better about selves
Point to most
important value
Accepting of threatening
information
Reduced caffeine consumption
(+) 1.14 * 0.0791
Sherman et al. Study 2 [95] 2000, US 18–24 61 Similar risk
Considered risk of HIV
Perceptions of risk
(+) 0.57 * 0.0683
Shrira and Martin Study 1 [96] 2005, US 18–24 101 Use of stereotypes
Left hemisphere
activation
(+) 0.50 * 0.0409
Shrira and Martin Study 2 [96] 2005, US 18–24 180 Left hemisphere
activation
Stereotyping
(−/+) 0.33 * 0.0226
Sivanathan et al. Study 2 [97] 2008, US 18–24 38 Reinvest funds in initially chosen
Commitment to job candidate
(−) 0.94 * 0.1169
Sivanathan et al. Study 3 [97] 2008, US 18–24 55 Commitment to job candidate (−/+) 0.61 * 0.0748
Spencer et al. Study 3 [98] 2001, US 18–24 24 Choice downward comparisons
Choice upward
comparisons
(−/+) 0.89 * 0.1840
Stone et al. Study 1 [99] 2011, US Caucasians, Hispanics, Asians, and African Americans 18–24 179 Desire to meet target race (+) −0.30 * 0.0226
Stone et al. Study 2 [99] 2011, US Caucasians, Hispanics, Asians, and African Americans 18–24 102 Desire to meet target race
Empathy
Guilt
Perceived injustice
Stereotyped views
(+) −0.59 * 0.0413
van Koningsbruggen et al. [100] 2009, NL 18–24 84 Reaction time as a function of
threat-related
perceptions of
message quality
Reduction in caffeine consumption
(+) 0.47 * 0.0489
Vohs et al. Study 1 [101] 2013, US 18–31 52 Disengagement from a life goal (+) 0.47 * 0.0571
Vohs et al. Study 2 [101] 2013, US 18–24 132 Performance
expectations
Dampening effect
Interest in
performing an
additional task
(+) 0.36 * 0.0308
Vohs et al. Study 3 [101] 2013, US 18–24 119 More effort to task
Dampening effect
Effort to
additional task
Effort to attempt RAT problems
(−/+) 0.42 * 0.0344
Vohs et al. Study 4 [101] 2013, US 18–24 56 Negative self-perceptions of intelligence
Self-perceptions of
intelligence
Self-efficacy
perceptions
Performance in the second set of RAT items
(−/+) 0.59 * 0.0746
Wakslak and Trope Study 1 [102] 2009, US 18–24 24 Self-concept clarity (+) 0.92 * 0.1844
Wakslak and Trope Study 2 [102] 2009, US 18–24 45 Preferences for
high-level action
identifications
(+) 0.73 * 0.0948
Zárate and Garza Study 1 [103] 2002, US Mexicans, Anglos,
African Americans, and Asian Americans
18–24 120 Prejudices (−) 0.36 * 0.0339
Zhao et al. [104] 2014, US Caucasians, African Americans, Asians, Hispanics, and other races 18–24 116 Quitting intentions (+) 0.29 * 0.0348
Sillero-Rejon et al. [105] 2018, GB 18–24 64/64 Avoidance
Reactance
Susceptibility
Effectiveness
Motivation to
drink less
Self-efficacy to
drink less
(=) 0.18 0.0313
Pauketat et al. Study 1 [106] 2016, US 18–24 61 Affective forecasts
Appraisal of negative event as less
disturbing
(+) 1.02 * 0.0741
Pauketat et al. Study 2 [106] 2016, US 18–24 47 Affective forecasts
Appraisal of negative event as less
disturbing
(+) .71 * 0.0905
Gu et al. [107] 2019, CN 18–24 48 Feedback-related negativity (+) 0.82 * 0.0903
Taillandier-Schmitt et al. [108] 2012, FR 18–43 40/55 Performance scores
Temporal
performance scores
(+) 0.42 * 0.0441
Hanselman et al. [32] 2017, US African Americans and Hispanics 12–14 166/165 Academic
performance
(+) 0.24 * 0.0122
Borman et al. [109] 2018, US Caucasians and
African Americans
12–14 920 GPA (+) 0.25 * 0.0044
Borman et al. [110] 2021, US Caucasians and
racial/ethnic groups
11–17 473/479 GPA (+) 0.01 0.0042
Serra-Garcia et al. [111] 2020, US 18–24 283 Exam scores (−) −0.24 * 0.0142
Hayes et al. Study 1 [112] 2019, US Latinos, African
Americans, and Asian
Americans
10–13 116 Overall semester grade (=) 0.00 0.0345
Hayes et al. Study 2 [112] 2019, US Caucasians, Latinos, and Africans Americans 18–22 273 GPA (=) 0.00 0.0147
Hadden et al. [113] 2020, GB 11–14 562 Academic
performance
Levels of stress
(−/+) 0.21 * 0.0071
Scott et al. [114] 2013, AU 18–24 67/54 Intentions to reduce alcohol consumption (+) 0.37 * 0.0340
Perry et al. [115] 2021, US Caucasians and
African Americans
20–43 416 Perceived residency competitiveness (+) 0.20 * 0.0097
Dee [116] 2015, US Caucasians, African Americans, and
Hispanics
12–14 885 Grade in treated subject (−/+) 0.30 * 0.0046
Protzko and Aronson [117] 2016, US Caucasians, Hispanics and Africans
Americans
13–15 243 Overall GPA (=) 0.06 0.0165
Knight and Norman [118] 2016, GB Caucasians 18–24 307 Self-affirmation
manipulation
(+) 0.38 * 0.0133
Kim et al. [119] 2022, US Hispanics and African Americans 9–10 29/37 Affect/emotion in
relation to academic environments or tasks
(=) 0.27 0.0617
More et al. [120] 2022, US Caucasians and ethnic minorities 18–28 125/129 Fear and defensive processing
Exercise intentions
(=) 0.14 0.0158
Smith et al. [121] 2021, US Caucasians and ethnic minorities 18–24 361 Task engagement (+) 0.52 * 0.0115
Kim et al. Study 1 [122] 2022, US Caucasians, African Americans, Asians, Hispanics, and others M = 27.9 1277 GPA (+) 0.07 * 0.0031
Pandey et al. [123] 2021, IN Indians 22–27 40/40 Well-being (+) 0.94 * 0.0709
Celeste et al. [124] 2021, GB Afro-descendants and Caucasians 11–13 43/42 Cognitive
performance
(=) 0.05 0.0476
Li et al. [125] 2022, CA, CN Asians and Caucasians M = 18.13, SD = 1.65 159/137 Psychological
well-being
(=) 0.02 0.0136
Borman et al. [126] 2022, US Caucasians, African Americans, Asians,
Latins
12–14 2149 Suspensions (−) −0.28 * 0.0019
Binning et al. [127] 2021, US Caucasians, African American, Latins, and Asian American 11–14 145 GPA (+) 0.45 * 0.0283
Pilot and Stutts [128] 2023, US Caucasians, African Americans, Asians, Hispanics, and others. 18–22 238 Body dissatisfaction
Negative mood state
(=) 0.06 0.0168
Strachan et al. [129] 2020, CA Caucasians and Asians 18–58 120 Exercise task
self-efficacy
(+) 0.17 * 0.0339
Hagerman et al. [130] 2020, US Caucasians, African Americans, Asians,
Latinos
M = 19.35, SD = 1.61 167 Negative modo
Absent-exempt
Perceived skin
damage
Perceived
vulnerability
Intentions to protect skin
(=) 0.10 0.0241
Dutcher et al. [131] 2020, US M = 19.3; SD = 1.35 27 Stressful
Academic
performance
(−/+) 1.24 * 0.1770
Shin et al. Study 2 [132] 2020, KR M = 21.04, SD = 2.07 75 Acceptance of the threatening
information
(−) 0.89 * 0.0586
Huppin and Malamuth [133] 2022, US Asian American,
European American, Hispanic American,
African American, and others
18–24 70 Affirmative consent
Conceptualization of consent
Knowledge and awareness
Rape beliefs
Fairness of the
outcome
(−/+) 0.61 * 0.0598
Çetinkaya et al. Study 1 [134] 2020, TR M = 21.88, SD = 1.34 60 Task performance (+) 0.84 * 0.0725
Poon et al. Study 4 [135] 2020, CN M = 20.78, SD = 1.70 178 Conspiracy beliefs (=) 0.83 0.0225
Turetsky et al. [136] 2020, US Caucasians, African Americans, Asians, Hispanics, and others 18–44 108/118 Closeness centrality
Degree centrality
Maintaining existing friendships
Forming new
friendships
(+) 0.35 * 0.0193
Rapa et al. [137] 2020, US Caucasians, African Americans, Asians, Hispanics, and others M = 14.97 28/25 GPA (+) 0.54 0.0785
Bosch [138] 2020, US Caucasians, African Americans, Asians, Hispanics, and others 18–24 221/246 Academic
performance
(=) 0.03 0.0086

Abbreviations: Number of subjects in the control group (NC); number of subjects in the experimental group (NE); mean associated with age (M); standard deviation associated with age (SD). Variable abbreviations: Related to alcohol intake (AR); Unadjusted grade-point-average (GPA); Remote Associates Test, a well-known measure of problem solving and creativity (RAT); Allport–Vernon–Lindzey (AVL); Force and Motion Concept Evaluation (FMCE). Abbreviations: Indicator of improvement in the dependent variable (+), mixed results with respect to the change in the dependent variable (−/+), absence of statistically significant changes in the dependent variable (=). Country abbreviations from https://www.nationsonline.org/oneworld/country_code_list.htm (accessed on 10 February 2023): Australia (AU), Belgium (BE), Canada (CA), China (CN), France (FR), Germany (DE), India (IN), Singapore (SG), South Korea (KR), Spain (ES), The Netherlands (NL), Turkey (TR), United Kingdom (GB), United States of America (US). * = p < 0.05.