Academic Procrastination Scale-Short Form: a reliability generalization meta-analysis
DOI:
https://doi.org/10.12795/revistafuentes.2023.21581Keywords:
Psychological test, Procrastination, Statistics, StudentAbstract
Procrastination is a common behavior among students of different academic levels that is related to numerous negative consequences. The objective of this study is to estimate the reliability of the Academic Procrastination Scale-Short Form (APS-SF) through a reliability generalization meta-analysis. A systematic search was performed in five databases and the references of the original APS-SF validation article were reviewed. The pooled estimate of test reliability was performed using a random effects meta-analysis of 25 independent samples from 22 publications. Cronbach's alphas were used as effect size and their distributions were normalized using the Bonett transformation. Heterogeneity was evaluated using Cochran's Q and the I2 statistic. Risk of publication bias was assessed using the funnel plot and Egger's regression test. The pooled confidence estimate is .89 (95% CI = .87, .90). Meta-regression and ANOVA analyses show that age is a statistically significant moderator. No risk of publication bias is observed. This work shows how the APS-SF is a reliable tool for measuring academic procrastination.
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Abdollahi, A., Maleki Farab, N., Panahipour, S., & Allen, K. A. (2020). Academic hardiness as a moderator between evaluative concerns perfectionism and academic procrastination in students. The Journal of Genetic Psychology, 181(5), 365-374. https://doi.org/10.1080/00221325.2020.1783194
Aspée, J., González, J., & Herrera, Y. (2021). Relación funcional entre procrastinación académica y compromiso en estudiantes de educación superior: una propuesta de análisis. Perspectiva Educacional, 60(1), 4-22. https://doi.org/10.4151/07189729-Vol.60-Iss.1-Art.1116
*Aznar-Díaz, I., Romero-Rodríguez, J. M., García-González, A., & Ramírez-Montoya, M. S. (2020). Mexican and Spanish university students’ Internet addiction and academic procrastination: Correlation and potential factors. PLOS ONE, 15(5), e0233655. https://doi.org/10.1371/journal.pone.0233655
*Balkis, M., & Duru, E. (2022). The examining psychometric characteristics of Academic Procrastination Scale-Short Form. Pamukkale University Journal of Education, 54, 410-425. https://doi.org/109779.pauefd.952291
Bäulke, L., Eckerlein, N., & Dresel, M. (2018). Interrelations between motivational regulation, procrastination and college dropout intentions. Unterrichtswissenschaft, 46(4), 461-479. https://doi.org/10.1007/s42010-018-0029-5
Bonett, D. G. (2002). Sample size requirements for testing and estimating coefficient alpha. Journal of Educational and Behavioral Statistics, 27(4), 335-340. https://doi.org/10.3102/10769986027004335
*Brando-Garrido, C. (2020). Nuevas perspectivas en procrastinación. Desarrollo conceptual y empírico en estudiantes de enfermería [Doctoral dissertation]. Universitat Autònoma de Barcelona.
*Brando-Garrido, C., Montes-Hidalgo, J., Limonero, J. T., Gómez-Romero, M. J., & Tomás-Sábado, J. (2020). Procrastinación académica en estudiantes de enfermería. Adaptación española de la Academic Procrastination Scale-Short Form (APS-SF). Enfermería Clínica, 30(6), 371-376. https://doi.org/10.1016/j.enfcli.2020.02.018
Bytamar, J. M., Saed, O., & Khakpoor, S. (2020). Emotion regulation difficulties and academic procrastination. Frontiers in Psychology, 11, 524588. https://doi.org/10.3389/fpsyg.2020.524588
*Cheng, S. L., & Xie, K. (2021). Why college students procrastinate in online courses: A self-regulated learning perspective. The Internet and Higher Education, 50, 100807. https://doi.org/10.1016/j.iheduc.2021.100807
Cicchetti, D. V. (1994). Guidelines, criteria, and rules of thumb for evaluating normed and standardized assessments instruments in psychology. Psychological Assessment, 6, 284–290. https://doi.org/10.1037/1040-3590.6.4.28
Clariana, M., Gotzens, C., del Mar Badia, M., & Cladellas, R. (2012). Procrastination and cheating from secondary school to university. Electronic Journal of Research in Educational Psychology, 10(2), 737-754. https://doi.org/10.25115/ejrep.v10i27.1525
*Corneille, R. A. (2022). Unplug from Your Distractions: The Effects of Smartphone Screen Time Interventions on Self-Regulation and Procrastination [Master’s thesis]. Tilburg University.
Eisenbeck, N., Carreno, D. F., & Uclés-Juárez, R. (2019). From psychological distress to academic procrastination: Exploring the role of psychological inflexibility. Journal of Contextual Behavioral Science, 13, 103-108. https://doi.org/10.1016/j.jcbs.2019.07.007
*Fauzi, N. M. R., & Mahudin, N. D. M. (2021). Thief of time: academic procrastination among university youth students and its associations with self-regulation and problematic internet use. Malasyan Journal of Youth Studies, 22, 127-140.
*Fincham, F., & May, R. (2021). My stress led me to procrastinate: Temporal relations between perceived stress and academic procrastination. College Student Journal, 55(4), 413-421.
Fu, R., Gartlehner, G., Grant, M., Shamliyan, T., Sedrakyan, A., Wilt, T. J., Griffith. L., Oremus, M., Raina, P., Ismaila, A., Santaguida, P., Lau, J., & Trikalinos, T. A. (2011). Conducting quantitative synthesis when comparing medical interventions: AHRQ and the Effective Health Care Program. Journal of Clinical Epidemiology, 64(11), 1187-1197. https://doi.org/10.1016/j.jclinepi.2010.08.010
Galesic, M., & Bosnjak, M. (2009). Effects of questionnaire length on participation and indicators of response quality in a web survey. Public Opinion Quarterly, 73(2), 349-360. https://doi.org/10.1093/poq/nfp031
Hidalgo-Fuentes, S., Martínez-Álvarez, I., & Sospedra-Baeza, M. J. (2021). Rendimiento académico en universitarios españoles: el papel de la personalidad y la procrastinación académica. European Journal of Education and Psychology, 14(1), 1-13. https://doi.org/10.32457/ejep.v14i1.1533
Hidalgo-Fuentes, S., Martínez-Álvarez, I., & Sospedra-Baeza, M. J. (2022). Autoestima y procrastinación en el ámbito académico: un meta-análisis. Revista Fuentes, 24(1), 77-89. https://doi.org/10.12795/revistafuentes.2022.19907
Higgins, J. P., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003). Measuring inconsistency in meta-analyses. BMJ, 327(7414), 557-560. https://doi.org/10.1136/bmj.327.7414.557
*Imhof, C., Bergamin, P., & McGarrity, S. (2021). Prediction of dilatory behaviour in online assignments. Learning and Individual Differences, 88, 102014. https://doi.org/10.1016/j.lindif.2021.102014
Irwing, P., Booth, T., & Hughes, D. J. (Eds.). (2018). The Wiley handbook of psychometric testing: A multidisciplinary reference on survey, scale and test development. John Wiley & Sons.
*Janta, J., Jaikam, J., Atipornpanich, O., & Luadlai, S. (2019). The influences of parental academic involvement on procrastination behavior among Thai adolescents in Bangkok metropolitan area. PSAKU International Journal of Interdisciplinary Research, 8(2), 52-69. https://doi.org/10.2139/ssrn.3546426
Klingsieck, K. B. (2013a). Procrastination in different life-domains: Is procrastination domain specific? Current Psychology, 32(2), 175–185. https://doi.org/10.1007/s12144-013-9171-8
Klingsieck, K. B. (2013b). Procrastination. When good things don’t come to those who wait. European Psychologist, 18(1), 24–34. https://doi.org/10.1027/1016-9040/a000138
Kisamore, J. L., & Brannick, M. T. (2008). An illustration of the consequences of meta-analysis model choice. Organizational Research Methods, 11(1), 35–53. https://doi.org/10.1177/1094428106287393
Liu, G., Cheng, G., Hu, J., Pan, Y., & Zhao, S. (2020). Academic self-efficacy and postgraduate procrastination: A moderated mediation model. Frontiers in Psychology, 11, 1752. https://doi.org/10.3389/fpsyg.2020.01752
*Martín-Puga, M. E., Pelegrina, S., Gómez-Pérez, M. M., & Justicia-Galiano, M. J. (2022). Psychometric Properties and Measurement Invariance of the Academic Procrastination Scale-Short Form in Spanish Children and Adolescents. Journal of Psychoeducational Assessment, 07342829221106538. https://doi.org/10.1177/07342829221106538
McCloskey, J. D. (2011). Finally, my thesis on academic procrastination [Doctoral dissertation]. Faculty of the Graduate School of the University of Texas.
Melgaard, J., Monir, R., Lasrado, L. A., & Fagerstrøm, A. (2022). Academic Procrastination and Online Learning During the COVID-19 Pandemic. Procedia computer science, 196, 117-124. https://doi.org/10.1016/j.procs.2021.11.080
*Melo, T. G. D., & Mendonça, H. (2020). Academic procrastination: relationships with support from the environment and self-leadership. Paidéia, 30, e3038. https://doi.org/10.1590/1982-4327e3038
Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement. PLoS Medicine, 6(7), e1000097. https://doi.org/10.1371/journal.pmed.1000097
*Moon, N. A., Converse, P. D., Merlini, K. P., & Vaghef, K. (2020). The role of off-task thoughts and behaviors in linking self-control with achievement-related and well-being outcomes. Journal of Research in Personality, 86, 103935. https://doi.org/10.1016/j.jrp.2020.103935
Niazov, Z., Hen, M., & Ferrari, J. R. (2022). Online and academic procrastination in students with learning disabilities: the impact of academic stress and self-efficacy. Psychological Reports, 125(2), 890-912. https://doi.org/10.1177/0033294120988113
Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory. McGraw Hill
*Oshidary, N. (2019). The Intersection of Media Multitasking and Procrastination in Academic Performance. [Master’s thesis]. University of California.
Rahimi, S., Hall, N. C., & Pychyl, T. A. (2016). Attributions of responsibility and blame for procrastination behavior. Frontiers in Psychology, 7, 1179. https://doi.org/10.3389/fpsyg.2016.01179
Rea, L. M., & Parker, R. A. (2014). Designing and conducting survey research: A comprehensive guide. John Wiley & Sons.
Rebetez, M. M. L., Rochat, L., Barsics, C., & Van der Linden, M. (2016). Procrastination as a self-regulation failure: The role of inhibition, negative affect, and gender. Personality and Individual Differences, 101, 435–439. https://doi.org/10.1016/j.paid.2016.06.049
Sánchez‐Meca, J., López‐López, J. A., & López‐Pina, J. A. (2013). Some recommended statistical analytic practices when reliability generalization studies are conducted. British Journal of Mathematical and Statistical Psychology, 66(3), 402-425. https://doi.org/10.1111/j.2044-8317.2012.02057.x
Sánchez‐Meca, J., Marín‐Martínez, F., López‐López, J. A., Núñez‐Núñez, R. M., Rubio‐Aparicio, M., López‐García, J. J., López-Pina, J. A., Blázquez-Rincón, D. M., López-Ibáñez, C., & López‐Nicolás, R. (2021). Improving the reporting quality of reliability generalization meta‐analyses: The REGEMA checklist. Research Synthesis Methods, 12(4), 516-536. https://doi.org/10.1002/jrsm.1487
*Schlacter, T. L. (2018). Noncognitive Predictors of Undergraduate Academic Performance [Doctoral dissertation]. Middle Tennessee State University.
Sirois, F. M, & Pychyl, T. A. (2013). Procrastination and the Priority of Short-Term Mood Regulation: Consequences for Future Self. Social and Personality Psychology Compass, 7(2), 115–127. https://doi.org/10.1111/spc3.12011
Solomon, L. J., & Rothblum, E. D. (1984). Academic procrastination: Frequency and cognitive-behavioral correlates. Journal of Counseling Psychology, 31, 503–509. https://doi.org/10.1037/0022-0167.31.4.503
Svartdal, F., Dahl, T. I., Gamst-Klaussen, T., Koppenborg, M., & Klingsieck, K. B. (2020). How study environments foster academic procrastination: Overview and recommendations. Frontiers in Psychology, 11, 3005. https://doi.org/10.3389/fpsyg.2020.540910
*Swift, V., & Peterson, J. B. (2019). Contextualization as a means to improve the predictive validity of personality models. Personality and Individual Differences, 144, 153-163. https://doi.org/10.1016/j.paid.2019.03.007
*Tahir, K. (2021). Impact of cognitive absorption on academic procrastination by considering the mediating role of cyberloafing and moderating role of psychological capital [Doctoral dissertation]. Capital University of Science and Technology.
Tao, X., Hanif, H., Ahmed, H. H., & Ebrahim, N. A. (2021). Bibliometric analysis and visualization of academic procrastination. Frontiers in Psychology, 12, 4391. https://doi.org/10.3389/fpsyg.2021.722332
*Tian, J., Zhao, J. Y., Xu, J. M., Li, Q. L., Sun, T., Zhao, C. X., Gao, R., Zhu, L. Y., Guo, H. C., Yang, L. B., Cao, D. P., & Zhang, S. E. (2021). Mobile Phone Addiction and Academic Procrastination Negatively Impact Academic Achievement Among Chinese Medical Students. Frontiers in Psychology, 12, 758303 https://doi.org/10.3389/fpsyg.2021.758303
Tuckman, B. W. (1991). The development and concurrent validity of the procrastination scale. Educational and Psychological Measurement, 51(2), 473-480. https://doi.org/10.1177/0013164491512022
Vacha-Haase, T. (1998). Reliability generalization: Exploring variance in measurement error affecting score reliability across studies. Educational and Psychological Measurement, 58(1), 6-20. https://doi.org/10.1177/0013164498058001002
Vacha-Haase, T., Henson, R. K., & Caruso, J. C. (2002). Reliability generalization: Moving toward improved understanding and use of score reliability. Educational and Psychological Measurement, 62(4), 562-569. https://doi.org/10.1177/0013164402062004002
Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36(3), 1-48. https://doi.org/10.18637/jss.v036.i03
Yang, Z., Asbury, K., & Griffiths, M. D. (2019). An exploration of problematic smartphone use among Chinese university students: Associations with academic anxiety, academic procrastination, self-regulation and subjective wellbeing. International Journal of Mental Health and Addiction, 17(3), 596-614. https://doi.org/10.1007/s11469-018-9961-1
*Yastibaş, A. E. (2020). Understanding and Dealing with Academic Procrastination. i-Manager's Journal on English Language Teaching, 10(1), 1-16. https://doi.org/10.26634/jelt.10.1.16559
*Yockey, D. R. (2016). Validation of the Short Form of Academic Procrastination Scale. Psychological Reports, 118 (1), 171-179. https://doi.org/10.1177/0033294115626825
*Yu, Y., Hua, L., Feng, X., Wang, Y., Yu, Z., Zi, T., Zhao, Y., & Li, J. (2021). True Grit in Learning Math: The Math Anxiety-Achievement Link Is Mediated by Math-Specific Grit. Frontiers in Psychology, 12, 645793. https://doi.org/10.3389/fpsyg.2021.645793
*Zambrano, J., Chumaña, J., Jácome, S., & Cuadros, A. (2022). Perfil autodirigido y procrastinación en estudiantes de educación en línea. Educar, 1-16. https://doi.org/10.5565/rev/educar.1507
Zhao, Y., & Elder, K. G. (2020). Evaluating pharmacy student perceptions and effectiveness of procrastination prevention events. Currents in Pharmacy Teaching and Learning, 12(5), 570-576. https://doi.org/10.1016/j.cptl.2020.01.008
Ziegler, M., Kemper, C. J., & Kruyen, P. (2014). Short scales-five misunderstandings and ways to overcome them. Journal of Individual Differences, 35, 185–189. https://doi.org/10.1027/1614-0001/a000148
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