Development and Validation of the Multidimensional Procrastination Scale in Chinese
A Comprehensive Qualitative and Quantitative Investigation
Abstract
Abstract. Procrastination is a complicated phenomenon with many thoughts, behaviors, and feelings that may characterize different subgroups of procrastinators. Such phenomenon has not been well studied in an integrated theoretical framework. This study aims to establish a theory about the behavioral, cognitive, and affective aspects of procrastination and to develop and validate an operational instrument. In Study 1, we conducted qualitative research based on grounded theories and generated seven initial categories with 22 themes associated with the components in procrastination. In Study 2, we developed an instrument, the Multidimensional Procrastination Scale (MPS), and established a five-dimension structure for the MPS using explanatory factor analysis (EFA; N = 435) and confirmatory factor analysis (CFA; N = 387). In Study 3, we established construct validity and predictive validity for the MPS by building a nomological framework and predicting behavioral procrastination, respectively. The theoretical framework of procrastination included maladaptive (i.e., impulsive and unorganized, hesitation, lack of incentives, avoidance) and adaptive (i.e., arousal and rationalization) components. The MPS demonstrated acceptable reliability, factorial validity, construct validity, and predictive validity. The findings of this study have implications for further studies on the typology of procrastination and the development of tailored interventions to alleviate maladaptive aspects of procrastination.
References
1996). Against the gods: The remarkable story of risk. Wiley.
(1994).
(State orientation and procrastination . In J. KuhlJ. BeckmannEds., Volition and personality: Action versus state orientation (pp. 391–396). Hogrefe.1988). Psychological antecedents of student procrastination. Australian Psychologist, 23(2), 207–217. https://doi.org/10.1080/00050068808255605
(1998). Volitional action and inaction in the lives of undergraduate students: State orientation, procrastination and proneness to boredom. Personality and Individual Differences, 24(6), 837–846. https://doi.org/10.1016/S0191-8869(98)00018-X
(1989). Structural equations with latent variables. Wiley.
(1985). Nonconvergence, improper solutions, and starting values in LISREL maximum likelihood estimation. Psychometrika, 50, 229–242. https://doi.org/10.1007/BF02294248
(2007). Procrastination: Why you do it, what to do about it now. Hachette.
(1996). R-squared measures for count data regression models with applications to health-care utilization. Journal of Business & Economic Statistics, 14(2), 209–220. https://doi.org/10.1080/07350015.1996.10524648
(2017). Future orientation as a mediator between perceived environmental cues in likelihood of future success and procrastination. Personality and Individual Differences, 108, 128–132. https://doi.org/10.1016/j.paid.2016.12.017
(2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 14(3), 464–504. https://doi.org/10.1080/10705510701301834
(2009). Why not procrastinate? Development and validation of a new active procrastination scale. Journal of Social Psychology, 149(2), 195–212. https://doi.org/10.3200/SOCP.149.2.195-212
(2018). A critique of the construct validity of active procrastination. Personality and Individual Differences, 120, 7–12. https://doi.org/10.1016/j.paid.2017.08.016
(2005). Rethinking procrastination: Positive effects of “active” procrastination behavior on attitudes and performance. Journal of Social Psychology, 145(3), 245–264. https://doi.org/10.3200/SOCP.145.3.245-264
(2014). Basics of qualitative research. Sage.
(2005). Best practices in exploratory factor analysis: Four recommendations for getting most form your analysis. Practical Assessment, Research & Evaluation, 10, 1–9. https://doi.org/10.1.1.110.9154
(1955). Construct validity in psychological tests. Psychological Bulletin, 52(4), 281–302. https://doi.org/10.1037/h0040957
(2015). Procrastination, academic success and the effectiveness of a remedial program. Journal of Economic Behavior & Organization, 115, 217–236. https://doi.org/10.1016/j.jebo.2014.12.007
(1977). Overcoming procrastination. Signet Books.
(1992). Psychometric validation of two procrastination inventories for adults: Arousal and avoidance measures. Journal of Psychopathology and Behavioral Assessment, 14(2), 97–110. https://doi.org/doi.org/10.1007/BF00965170
(1993).
(Procrastination and impulsiveness: Two sides of a coin? . In W. G. McCownJ. L. JohnsonM. B. ShureEds., The impulsive client: Theory, research, and treatment (pp. 265–276). American Psychological Association. https://doi.org/doi.org/10.1037/10500-0142009). Still procrastinating? The no-regrets guide to getting it done. Wiley.
(1995). Procrastination and task avoidance: Theory, research, and treatment. Plenum Press.
(2004).
(Description and counseling of the perfectionistic procrastinator . In H. C. SchouwenburgC. H. LayT. A. PychylJ. R. FerrariEds., Counseling the procrastinator in academic settings (pp. 181–194). American Psychological Association.2017). Discovery of grounded theory: Strategies for qualitative research. Routledge.
(2013). Exploring reasons and consequences of academic procrastination: An interview study. European Journal of Psychology of Education, 28(3), 841–861. https://doi.org/10.1007/s10212-012-0143-4
(2011). Procrastination a measurement of types (Publication No. 3472392, Doctoral dissertation). University of Illinois at Chicago. ProQuest Dissertations and Theses Global.
(2015). Conceptualization and operationalization of delay: Development and validation of the multifaceted measure of Academic Procrastination and the Delay Questionnaire. (Unpublished doctoral dissertation). Department of Psychology, Carleton University.
(1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
(2015). The relationship between procrastination and academic performance: A meta-analysis. Personality and Individual Differences, 82, 26–33. https://doi.org/10.1016/j.paid.2015.02.038
(2017). Procrastination, personality traits, and academic performance: When active and passive procrastination tell a different story. Personality and Individual Differences, 108, 154–157. https://doi.org/10.1016/j.paid.2016.12.021
(1994).
(Action versus state orientation: Psychometric properties of Action Control Scale (ACS-90) . In J. KuhlJ. BeckmannEds., Volition and personality: Action versus state orientation (pp. 947–960). Hogrefe & Huber.2012). Action control: From cognition to behavior. Springer Science & Business Media.
(1986). At last, my research article on procrastination. Journal of Research in Personality, 20(4), 474–495. https://doi.org/10.1016/0092-6566(86)90127-3
(2021). Development and validation of Multidimentional Procrastination Scale [Dataset]. https://osf.io/qkc2d/
(2015). Academic procrastinators, strategic delayers and something betwixt and between: An interview study. Frontline Learning Research, 3(2), 47–62. https://doi.org/10.14786/flr.v3i2.154
(2013). Why the items versus parcels controversy needn’t be one. Psychological methods, 18(3), 285–300. https://doi.org/10.1037/a0033266
(2011). Two new methods for estimating structural equation models: An illustration and a comparison with two established methods. International Journal of Research in Marketing, 28, 258–268. https://doi.org/10.1016/j.ijresmar.2011.03.006
(1982). Decision-Making Questionnaire (Unpublished manuscript). Flinders University.
(2009). Empirical identification of the major facets of conscientiousness. Learning and Individual Differences, 19(4), 451–458. https://doi.org/10.1016/j.lindif.2009.03.007
(2001). The Adult Inventory of Procrastination Revised (Unpublished manuscript). Loyola University of Chicago.
(1989). Procrastination, a principal components analysis. Personality and Individual Differences, 10(2), 197–202. https://doi.org/10.1016/0191-8869(89)90204-3
(2011). Internal consistency, retest reliability, and their implications for personality scale validity. Personality and Social Psychology Review, 15(1), 28–50. https://doi.org/10.1177/1088868310366253
(1998-2018). Mplus: Statistical analysis with latent variables. User’s guide. Muthén & Muthén.
(1967). Psychometric theory. McGraw-Hill.
(2009). Active procrastination: Thoughts on oxymorons. http://www.psychologytoday.com/blog/dont-delay/200907/active-procrastination-thoughts-oxymorons
(2004). Parameter recovery and model fit using multidimensional composites: A comparison of four empirical parceling algorithms. Multivariate Behavioral Research, 39(3), 379–412. https://doi.org/10.1207/S15327906MBR3903_1
(2007). Doing the things we do: A grounded theory of academic procrastination. Journal of Educational Psychology, 99(1), 12–25. https://doi.org/doi.org/10.1037/0022-0663.99.1.12
(2007). “I’ll look after my health, later”: A replication and extension of the procrastination-health model with community-dwelling adults. Personality and Individual Differences, 43(1), 15–26. https://doi.org/doi.org/10.1016/j.paid.2006.11.003
(2003). “I’ll look after my health, later”: An investigation of procrastination and health. Personality and Individual Differences, 35(5), 1167–1184. https://doi.org/doi.org/10.1016/S0191-8869(02)00326-4
(2019). Development and validation of the General Procrastination Scale (GPS-9): A short and reliable measure of trait procrastination. Personality and Individual Differences, 146, 26–33. https://doi.org/10.1016/j.paid.2019.03.039
(1984). Academic procrastination: Frequency and cognitive-behavioral correlates. Journal of Counseling Psychology, 31(4), 503–509. https://doi.org/doi.org/10.1037/0022-0167.31.4.503
(2006). Action–state orientation and the theory of planned behavior: A study of job search in China. Journal of Vocational Behavior, 68(3), 490–503. https://doi.org/10.1016/j.jvb.2005.11.001
(2007). The nature of procrastination: A meta-analytic and theoretical review of quintessential self-regulatory failure. Psychological Bulletin, 133(1), 65–94. https://doi.org/10.1037/0033-2909.133.1.65
(2010). Arousal, avoidant and decisional procrastinators: Do they exist? Personality and Individual Differences, 48(8), 926–934. https://doi.org/10.1016/j.paid.2010.02.025
(2001). Procrastination and personality, performance, and mood. Personality and Individual Differences, 30(1), 95–106. https://doi.org/doi.org/10.1016/S0191-8869(00)00013-1
(2016). Academic procrastination: Psychological antecedents revisited. Australian Psychologist, 51(1), 36–46. https://doi.org/10.1111/ap.12173
(2006). Integrating theories of motivation. The Academy of Management Review, 31(4), 889–913. https://doi.org/10.2307/20159257
(1991). The development and concurrent validity of the Procrastination Scale. Educational and psychological measurement, 51(2), 473–480. https://doi.org/10.1177/0013164491512022
(2003). A meta-analytically derived nomological network of procrastination. Personality and Individual Differences, 35(6), 1410–1418. https://doi.org/10.1016/S0191-8869(02)00358-6
(2005). Bridging the gap between intentions and behavior: Implementation intentions, action control, and procrastination. Journal of Vocational Behavior, 66(2), 238–256. https://doi.org/10.1016/j.jvb.2004.10.003
(2001). Introducing qualitative research in psychology: Adventures in theory and method. Open University Press.
(2015). Interpretation and method: Empirical research methods and the interpretive turn. Routledge.
(2018). Testing factorial invariance with unbalanced samples. Structural Equation Modeling: A Multidisciplinary Journal, 25(2), 201–213. https://doi.org/10.1080/10705511.2017.1387859
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