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Conducting Meta-Analyses in R with the metafor Package

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THE BIG FIVE PERSONALITY DIMENSIONS AND JOB PERFORMANCE: A META‐ANALYSIS

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Emotion-regulation strategies across psychopathology: A meta-analytic review

Aldao, A., Nolen-Hoeksema, S., & Schweizer, S. (2010) · Clinical Psychology Review · doi:10.1016/j.cpr.2009.11.004 · Cited by 6,686

Acute stressors and cortisol responses: a theoretical integration and synthesis of laboratory research

Dickerson, S. S., & Kemeny, M. E. (2004) · Psychological Bulletin · doi:10.1037/0033-2909.130.3.355 · Cited by 5,881

Socioeconomic Status and Academic Achievement: A Meta-Analytic Review of Research

Sirin, S. R. (2005) · Review of Educational Research · doi:10.3102/00346543075003417 · Cited by 4,687

Business-unit-level relationship between employee satisfaction, employee engagement, and business outcomes: a meta-analysis.

Harter, J. K., Schmidt, F. L., & Hayes, T. L. (2002) · Journal of Applied Psychology · doi:10.1037/0021-9010.87.2.268 · Cited by 4,623

Twenty years after Hines, Hungerford, and Tomera: A new meta-analysis of psycho-social determinants of pro-environmental behaviour

Bamberg, S., & Möser, G. (2007) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2006.12.002 · Cited by 4,140

JOB SATISFACTION, ORGANIZATIONAL COMMITMENT, TURNOVER INTENTION, AND TURNOVER: PATH ANALYSES BASED ON META‐ANALYTIC FINDINGS

TETT, R. P., & MEYER, J. P. (1993) · Personnel Psychology · doi:10.1111/j.1744-6570.1993.tb00874.x · Cited by 4,114

Does changing behavioral intentions engender behavior change? A meta-analysis of the experimental evidence

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Intention—Behavior Relations: A Conceptual and Empirical Review

Sheeran, P. (2002) · European Review of Social Psychology · doi:10.1080/14792772143000003 · Cited by 3,688

Psychological correlates of university students’ academic performance: a systematic review and meta-analysis.

Richardson, M., Abraham, C., & Bond, R. (2012) · Psychological Bulletin · doi:10.1037/a0026838 · Cited by 3,646

Entrepreneurial Orientation and Business Performance: An Assessment of past Research and Suggestions for the Future

Rauch, A., Wiklund, J., Lumpkin, G. T., & Frese, M. (2009) · Entrepreneurship Theory and Practice · doi:10.1111/j.1540-6520.2009.00308.x · Cited by 3,550

Trust in leadership: Meta-analytic findings and implications for research and practice.

Dirks, K. T., & Ferrin, D. L. (2002) · Journal of Applied Psychology · doi:10.1037/0021-9010.87.4.611 · Cited by 3,550

The rank-order consistency of personality traits from childhood to old age: A quantitative review of longitudinal studies.

Roberts, B. W., & DelVecchio, W. F. (2000) · Psychological Bulletin · doi:10.1037/0033-2909.126.1.3 · Cited by 3,241

Implementation intentions and goal achievement: a meta-analysis of effects and processes

Gollwitzer, P. M., & Sheeran, P. (2006) · Advances in Experimental Social Psychology · doi:10.1016/s0065-2601(06)38002-1 · Cited by 3,236

Statistical tests, P values, confidence intervals, and power: a guide to misinterpretations

Greenland, S., Senn, S. J., Rothman, K. J., Carlin, J. B., Poole, C., Goodman, S. N., & Altman, D. G. (2016) · European Journal of Epidemiology · doi:10.1007/s10654-016-0149-3 · Cited by 3,200

Task versus relationship conflict, team performance, and team member satisfaction: A meta-analysis.

De Dreu, C. K. W., & Weingart, L. R. (2003) · Journal of Applied Psychology · doi:10.1037/0021-9010.88.4.741 · Cited by 3,071

A meta-analysis of the five-factor model of personality and academic performance.

Poropat, A. E. (2009) · Psychological Bulletin · doi:10.1037/a0014996 · Cited by 2,729

Unemployment impairs mental health: Meta-analyses

Paul, K. I., & Moser, K. (2009) · Journal of Vocational Behavior · doi:10.1016/j.jvb.2009.01.001 · Cited by 2,706

Using the Internet to Promote Health Behavior Change: A Systematic Review and Meta-analysis of the Impact of Theoretical Basis, Use of Behavior Change Techniques, and Mode of Delivery on Efficacy

Webb, T. L., Joseph, J., Yardley, L., & Michie, S. (2010) · Journal of Medical Internet Research · doi:10.2196/jmir.1376 · Cited by 2,517

A review of intervention studies aimed at household energy conservation

Abrahamse, W., Steg, L., Vlek, C., & Rothengatter, T. (2005) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2005.08.002 · Cited by 2,668

Sensitivity and attachment: A meta-analysis on parental antecedents of infant attachment

De Wolff, M. S., & van Ijzendoorn, M. H. (1997) · Child Development · doi:10.1111/j.1467-8624.1997.tb04218.x · Cited by 2,526

Do Psychosocial and Study Skill Factors Predict College Outcomes? A Meta-Analysis.

Robbins, S. B., Lauver, K., Le, H., Davis, D., Langley, R., & Carlstrom, A. (2004) · Psychological Bulletin · doi:10.1037/0033-2909.130.2.261 · Cited by 2,479

Combining effect size estimates in meta-analysis with repeated measures and independent-groups designs.

Morris, S. B., & DeShon, R. P. (2002) · Psychological Methods · doi:10.1037/1082-989x.7.1.105 · Cited by 2,502

A Meta-Analytic Test of the Challenge Stressor–Hindrance Stressor Framework: An Explanation for Inconsistent Relationships Among Stressors and Performance

Lepine, J. A., Podsakoff, N. P., & Lepine, M. A. (2005) · Academy of Management Journal · doi:10.5465/amj.2005.18803921 · Cited by 2,438

Psychological and physical well-being during unemployment: a meta-analytic study

McKee-Ryan, F., Song, Z., Wanberg, C. R., & Kinicki, A. J. (2005) · Journal of Applied Psychology · doi:10.1037/0021-9010.90.1.53 · Cited by 2,269

Prospective prediction of health-related behaviours with the Theory of Planned Behaviour: a meta-analysis

McEachan, R. R. C., Conner, M., Taylor, N. J., & Lawton, R. J. (2011) · Health Psychology Review · doi:10.1080/17437199.2010.521684 · Cited by 2,279

Market Orientation: A Meta-Analytic Review and Assessment of its Antecedents and Impact on Performance

Kirca, A. H., Jayachandran, S., & Bearden, W. O. (2005) · Journal of Marketing · doi:10.1509/jmkg.69.2.24.60761 · Cited by 2,182

Re-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a Revised Theoretical Model

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Advances in the conceptualization and measurement of religion and spirituality: Implications for physical and mental health research.

Hill, P. C., & Pargament, K. I. (2003) · American Psychologist · doi:10.1037/0003-066x.58.1.64 · Cited by 1,948

Distributed practice in verbal recall tasks: A review and quantitative synthesis.

Cepeda, N. J., Pashler, H., Vul, E., Wixted, J. T., & Rohrer, D. (2006) · Psychological Bulletin · doi:10.1037/0033-2909.132.3.354 · Cited by 1,888

Psychosocial work environment and mental health—a meta-analytic review

Stansfeld, S., & Candy, B. (2006) · Scandinavian Journal of Work, Environment & Health · doi:10.5271/sjweh.1050 · Cited by 1,875

Meta-Analysis: Recent Developments in Quantitative Methods for Literature Reviews

Rosenthal, R., & DiMatteo, M. R. (2001) · Annual Review of Psychology · doi:10.1146/annurev.psych.52.1.59 · Cited by 1,780

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Cummings, J. J., & Bailenson, J. N. (2016) · Media Psychology · doi:10.1080/15213269.2015.1015740 · Cited by 1,749

Bias and Efficiency of Meta-Analytic Variance Estimators in the Random-Effects Model

Viechtbauer, W. (2005) · Journal of Educational and Behavioral Statistics · doi:10.3102/10769986030003261 · Cited by 1,699

On the Use of Beta Coefficients in Meta-Analysis.

Peterson, R. A., & Brown, S. P. (2005) · Journal of Applied Psychology · doi:10.1037/0021-9010.90.1.175 · Cited by 1,643

A meta-analysis on the correlation between the implicit association test and explicit self-report measures

Hofmann, W., Gawronski, B., Gschwendner, T., Le, H., & Schmitt, M. (2005) · Personality and Social Psychology Bulletin · doi:10.1177/0146167205275613 · Cited by 1,642

Clinical versus mechanical prediction: a meta-analysis

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One Hundred Years of Social Psychology Quantitatively Described

Richard, F. D., Bond, C. F., & Stokes-Zoota, J. J. (2003) · Review of General Psychology · doi:10.1037/1089-2680.7.4.331 · Cited by 1,558

A Meta-Analysis of Antecedents and Consequences of Leader-Member Exchange: Integrating the Past With an Eye Toward the Future

Dulebohn, J. H., Bommer, W. H., Liden, R. C., Brouer, R. L., & Ferris, G. R. (2012) · Journal of Management · doi:10.1177/0149206311415280 · Cited by 1,625

A Meta-Analytic Review of the Common-Sense Model of Illness Representations

Hagger, M. S., & Orbell, S. (2003) · Psychology & Health · doi:10.1080/088704403100081321 · Cited by 1,607

Effects of Sleep Deprivation on Performance: A Meta-Analysis

Pilcher, J. J., & Huffcutt, A. I. (1996) · Sleep · doi:10.1093/sleep/19.4.318 · Cited by 1,549

No security: A meta-analysis and review of job insecurity and its consequences.

Sverke, M., Hellgren, J., & Näswall, K. (2002) · Journal of Occupational Health Psychology · doi:10.1037/1076-8998.7.3.242 · Cited by 1,498

Psychological testing and psychological assessment: A review of evidence and issues.

Meyer, G. J., Finn, S. E., Eyde, L. D., Kay, G. G., Moreland, K. L., Dies, R. R., Eisman, E. J., Kubiszyn, T. W., & Reed, G. M. (2001) · American Psychologist · doi:10.1037//0003-066x.56.2.128 · Cited by 1,469

Relations between personality and coping: A meta-analysis.

Connor-Smith, J. K., & Flachsbart, C. (2007) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.93.6.1080 · Cited by 1,453

Mind-sets matter: A meta-analytic review of implicit theories and self-regulation.

Burnette, J. L., O'Boyle, E. H., VanEpps, E. M., Pollack, J. M., & Finkel, E. J. (2013) · Psychological Bulletin · doi:10.1037/a0029531 · Cited by 1,367

The Role Of Context In Work Team Diversity Research: A Meta-Analytic Review

Joshi, A., & Roh, H. (2009) · Academy of Management Journal · doi:10.5465/amj.2009.41331491 · Cited by 1,362

Do ethical, authentic, and servant leadership explain variance above and beyond transformational leadership? A meta-analysis

Hoch, J. E., Bommer, W. H., Dulebohn, J. H., & Wu, D. (2018) · Journal of Management · doi:10.1177/0149206316665461 · Cited by 1,364

Fitting three-level meta-analytic models in R: A step-by-step tutorial

Assink, M., & Wibbelink, C. J. M. (2016) · The Quantitative Methods for Psychology · doi:10.20982/tqmp.12.3.p154 · Cited by 1,330

Writing Integrative Literature Reviews: Using the Past and Present to Explore the Future

Torraco, R. J. (2016) · Human Resource Development Review · doi:10.1177/1534484316671606 · Cited by 2,031

The role of social support in the process of work stress: a meta-analysis

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A meta-analysis of the dark triad and work behavior: a social exchange perspective

O'Boyle, E. H., Forsyth, D. R., Banks, G. C., & McDaniel, M. A. (2012) · Journal of Applied Psychology · doi:10.1037/a0025679 · Cited by 1,331

Sources of social support and burnout: a meta-analytic test of the conservation of resources model

Halbesleben, J. R. B. (2006) · Journal of Applied Psychology · doi:10.1037/0021-9010.91.5.1134 · Cited by 1,336

Effectiveness of training in organizations: A meta-analysis of design and evaluation features.

Arthur, W., Bennett, W., Edens, P. S., & Bell, S. T. (2003) · Journal of Applied Psychology · doi:10.1037/0021-9010.88.2.234 · Cited by 1,252

Gender differences in emotion expression in children: A meta-analytic review.

Chaplin, T. M., & Aldao, A. (2013) · Psychological Bulletin · doi:10.1037/a0030737 · Cited by 1,247

How Important are Job Attitudes? Meta-Analytic Comparisons of Integrative Behavioral Outcomes and Time Sequences

Harrison, D. A., Newman, D. A., & Roth, P. L. (2006) · Academy of Management Journal · doi:10.5465/amj.2006.20786077 · Cited by 1,245

Unraveling the effects of cultural diversity in teams: A meta-analysis of research on multicultural work groups

Stahl, G. K., Maznevski, M. L., Voigt, A., & Jonsen, K. (2010) · Journal of International Business Studies · doi:10.1057/jibs.2009.85 · Cited by 1,248

General Mental Ability in the World of Work: Occupational Attainment and Job Performance.

Schmidt, F. L., & Hunter, J. (2004) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.86.1.162 · Cited by 1,238

How bad are the effects of bad leaders? A meta-analysis of destructive leadership and its outcomes

Schyns, B., & Schilling, J. (2013) · The Leadership Quarterly · doi:10.1016/j.leaqua.2012.09.001 · Cited by 1,245

Two Decades of Terror Management Theory: A Meta-Analysis of Mortality Salience Research

Burke, B. L., Martens, A., & Faucher, E. H. (2010) · Personality and Social Psychology Review · doi:10.1177/1088868309352321 · Cited by 1,188

Situation trait relevance, trait expression, and cross-situational consistency: Testing a principle of trait activation

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Applicant Attraction to Organizations and Job Choice: A Meta-Analytic Review of the Correlates of Recruiting Outcomes.

Chapman, D. S., Uggerslev, K. L., Carroll, S. A., Piasentin, K. A., & Jones, D. A. (2005) · Journal of Applied Psychology · doi:10.1037/0021-9010.90.5.928 · Cited by 1,182

Explaining the heterogeneity of the leadership-innovation relationship: Ambidextrous leadership

Rosing, K., Frese, M., & Bausch, A. (2011) · The Leadership Quarterly · doi:10.1016/j.leaqua.2011.07.014 · Cited by 1,173

Comparing Response Rates from Web and Mail Surveys: A Meta-Analysis

Shih, T.-H., & Fan, X. (2008) · Field Methods · doi:10.1177/1525822x08317085 · Cited by 1,159

A Meta-Analysis of the Published Research on the Effects of Child Sexual Abuse

Paolucci, E. O., Genuis, M. L., & Violato, C. (2001) · The Journal of Psychology · doi:10.1080/00223980109603677 · Cited by 1,144

Classical fear-conditioning in the anxiety disorders: a meta-analysis

Lissek, S., Powers, A. S., McClure, E. B., Phelps, E. A., Woldehawariat, G., Grillon, C., & Pine, D. S. (2005) · Behaviour Research and Therapy · doi:10.1016/j.brat.2004.10.007 · Cited by 1,034

A meta-analytic review of sex differences in facial expression processing and their development in infants, children, and adolescents.

McClure, E. B. (2000) · Psychological Bulletin · doi:10.1037/0033-2909.126.3.424 · Cited by 1,032

Working Memory and Intelligence: The Same or Different Constructs?

Ackerman, P. L., Beier, M. E., & Boyle, M. O. (2005) · Psychological Bulletin · doi:10.1037/0033-2909.131.1.30 · Cited by 969

Meta‐Analysis of Psychosocial Interventions for Caregivers of People with Dementia

Brodaty, H., Green, A., & Koschera, A. (2003) · Journal of the American Geriatrics Society · doi:10.1034/j.1600-0579.2003.00210.x · Cited by 952

Emotion regulation strategies in depressive and anxiety symptoms in youth: A meta-analytic review

Schäfer, J. Ö., Naumann, E., Holmes, E. A., Tuschen-Caffier, B., & Samson, A. C. (2017) · Journal of Youth and Adolescence · doi:10.1007/s10964-016-0585-0 · Cited by 941

THEORY TESTING: COMBINING PSYCHOMETRIC META‐ANALYSIS AND STRUCTURAL EQUATIONS MODELING

VISWESVARAN, C., & ONES, D. S. (1995) · Personnel Psychology · doi:10.1111/j.1744-6570.1995.tb01784.x · Cited by 926

Motivational interviewing in medical care settings: A systematic review and meta-analysis of randomized controlled trials

Lundahl, B., Moleni, T., Burke, B. L., Butters, R., Tollefson, D., Butler, C., & Rollnick, S. (2013) · Patient Education and Counseling · doi:10.1016/j.pec.2013.07.012 · Cited by 909

A meta-analytic review of the effects of exercise on brain-derived neurotrophic factor

Szuhany, K. L., Bugatti, M., & Otto, M. W. (2015) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2014.10.003 · Cited by 909

Effects of Problem-Based Learning: A Meta-Analysis From the Angle of Assessment

Gijbels, D., Dochy, F., Van den Bossche, P., & Segers, M. (2005) · Review of Educational Research · doi:10.3102/00346543075001027 · Cited by 917

Work Engagement: A meta-Analysis Using the Job Demands-Resources Model

Mazzetti, G., Robledo, E., Vignoli, M., Topa, G., Guglielmi, D., & Schaufeli, W. B. (2023) · Psychological Reports · doi:10.1177/00332941211051988 · Cited by 912

How can primary school students learn self-regulated learning strategies most effectively?

Dignath, C., Buettner, G., & Langfeldt, H.-P. (2008) · Educational Research Review · doi:10.1016/j.edurev.2008.02.003 · Cited by 903

A META‐ANALYTIC EXAMINATION OF THE INSTRUCTIONAL EFFECTIVENESS OF COMPUTER‐BASED SIMULATION GAMES

SITZMANN, T. (2011) · Personnel Psychology · doi:10.1111/j.1744-6570.2011.01190.x · Cited by 882

A meta-analysis of blended learning and technology use in higher education: from the general to the applied

Bernard, R. M., Borokhovski, E., Schmid, R. F., Tamim, R. M., & Abrami, P. C. (2014) · Journal of Computing in Higher Education · doi:10.1007/s12528-013-9077-3 · Cited by 870

Career adaptability: a meta-analysis of relationships with measures of adaptivity, adapting responses, and adaptation results

Rudolph, C. W., Lavigne, K. N., & Zacher, H. (2017) · Journal of Vocational Behavior · doi:10.1016/j.jvb.2016.09.002 · Cited by 837

A meta-analysis of risk factors for post-traumatic stress disorder in children and adolescents

Trickey, D., Siddaway, A. P., Meiser-Stedman, R., Serpell, L., & Field, A. P. (2012) · Clinical Psychology Review · doi:10.1016/j.cpr.2011.12.001 · Cited by 828

Leader–Member Exchange (LMX) and Performance: A Meta‐Analytic Review

Martin, R., Guillaume, Y., Thomas, G., Lee, A., & Epitropaki, O. (2016) · Personnel Psychology · doi:10.1111/peps.12100 · Cited by 809

Revisiting the affect regulation model of binge eating: a meta-analysis of studies using ecological momentary assessment.

Haedt-Matt, A. A., & Keel, P. K. (2011) · Psychological Bulletin · doi:10.1037/a0023660 · Cited by 799

Distress in couples coping with cancer: A meta-analysis and critical review of role and gender effects.

Hagedoorn, M., Sanderman, R., Bolks, H. N., Tuinstra, J., & Coyne, J. C. (2008) · Psychological Bulletin · doi:10.1037/0033-2909.134.1.1 · Cited by 777

Study Habits, Skills, and Attitudes: The Third Pillar Supporting Collegiate Academic Performance

Credé, M., & Kuncel, N. R. (2008) · Perspectives on Psychological Science · doi:10.1111/j.1745-6924.2008.00089.x · Cited by 780

Alcohol and intimate partner violence: A meta-analytic review

Foran, H. M., & O'Leary, K. D. (2008) · Clinical Psychology Review · doi:10.1016/j.cpr.2008.05.001 · Cited by 766

Empirical assessment of published effect sizes and power in the recent cognitive neuroscience and psychology literature

Szucs, D., & Ioannidis, J. P. A. (2017) · PLOS Biology · doi:10.1371/journal.pbio.2000797 · Cited by 761

A meta-regression to examine the relationship between aerobic fitness and cognitive performance

Etnier, J. L., Nowell, P. M., Landers, D. M., & Sibley, B. A. (2006) · Brain Research Reviews · doi:10.1016/j.brainresrev.2006.01.002 · Cited by 749

The Person–Situation Debate Revisited: Effect of Situation Strength and Trait Activation on the Validity of the Big Five Personality Traits in Predicting Job Performance

Judge, T. A., & Zapata, C. P. (2015) · Academy of Management Journal · doi:10.5465/amj.2010.0837 · Cited by 738

The meta-analysis of clinical judgment project: fifty-six years of accumulated research on clinical versus statistical prediction

Ægisdóttir, S., White, M. J., Spengler, P. M., Maugherman, A. S., Anderson, L. A., Cook, R. S., Nichols, C. N., Lampropoulos, G. K., Walker, B. S., Cohen, G., et al. (2006) · The Counseling Psychologist · doi:10.1177/0011000005285875 · Cited by 737

Small Group and Individual Learning with Technology: A Meta-Analysis

Lou, Y., Abrami, P. C., & d’Apollonia, S. (2001) · Review of Educational Research · doi:10.3102/00346543071003449 · Cited by 721

Test anxiety effects, predictors, and correlates: A 30-year meta-analytic review

von der Embse, N., Jester, D., Roy, D., & Post, J. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.11.048 · Cited by 691

Change driven by nature: A meta-analytic review of the proactive personality literature

Fuller, B., & Marler, L. E. (2009) · Journal of Vocational Behavior · doi:10.1016/j.jvb.2009.05.008 · Cited by 688

Information System Success: Individual and Organizational Determinants

Sabherwal, R., Jeyaraj, A., & Chowa, C. (2006) · Management Science · doi:10.1287/mnsc.1060.0583 · Cited by 685

Coping flexibility and psychological adjustment to stressful life changes: A meta-analytic review.

Cheng, C., Lau, H.-P. B., & Chan, M.-P. S. (2014) · Psychological Bulletin · doi:10.1037/a0037913 · Cited by 664

A comprehensive meta-analysis of the predictive validity of the Graduate Record Examinations: Implications for graduate student selection and performance.

Kuncel, N. R., Hezlett, S. A., & Ones, D. S. (2001) · Psychological Bulletin · doi:10.1037/0033-2909.127.1.162 · Cited by 639

The effect of acute aerobic exercise on positive activated affect: A meta-analysis

Reed, J., & Ones, D. S. (2006) · Psychology of Sport and Exercise · doi:10.1016/j.psychsport.2005.11.003 · Cited by 622

The Affective Underpinnings of Job Perceptions and Attitudes: A Meta-Analytic Review and Integration.

Thoresen, C. J., Kaplan, S. A., Barsky, A. P., Warren, C. R., & de Chermont, K. (2003) · Psychological Bulletin · doi:10.1037/0033-2909.129.6.914 · Cited by 617

The effectiveness of workplace coaching: A meta-analysis of learning and performance outcomes from coaching

Jones, R. J., Woods, S. A., & Guillaume, Y. R. F. (2016) · Journal of Occupational and Organizational Psychology · doi:10.1111/joop.12119 · Cited by 614

Effects of paternal depression on fathers' parenting behaviors: a meta-analytic review

Wilson, S., & Durbin, C. E. (2010) · Clinical Psychology Review · doi:10.1016/j.cpr.2009.10.007 · Cited by 603

DOES PERFORMANCE IMPROVE FOLLOWING MULTISOURCE FEEDBACK? A THEORETICAL MODEL, META‐ANALYSIS, AND REVIEW OF EMPIRICAL FINDINGS

SMITHER, J. W., LONDON, M., & REILLY, R. R. (2005) · Personnel Psychology · doi:10.1111/j.1744-6570.2005.514_1.x · Cited by 601