The big-fish-little-pond effect and overclaiming

Journal article

Jerrim, John, Parker, Philip D. and Shure, Nikki. (2023). The big-fish-little-pond effect and overclaiming. International Journal of Educational Research. 121, p. Article 102215. https://doi.org/10.1016/j.ijer.2023.102215
AuthorsJerrim, John, Parker, Philip D. and Shure, Nikki
Abstract

Using the OECD's Programme for International Student Assessment (PISA) study, we investigate whether students’ relative ability in mathematics (in comparison to their school peers) is linked to their tendency to overclaim. Although the estimated effect size is modest (around 0.1 standard deviations) we find empirical support that being a big fish in a small pond is linked to overclaiming, with this robust to different analytic approaches and model specifications. Thus, being one of the highest academic achievers within a school may push young people's beliefs in their own abilities too far, straying into overconfidence and making claims about their knowledge and skills that they cannot justify.

KeywordsPISA; overclaiming; big-fish-little-pond effect; relative achievement
Year2023
JournalInternational Journal of Educational Research
Journal citation121, p. Article 102215
PublisherElsevier Ltd
ISSN0883-0355
Digital Object Identifier (DOI)https://doi.org/10.1016/j.ijer.2023.102215
Scopus EID2-s2.0-85166647306
Open accessPublished as ‘gold’ (paid) open access
Page range1-15
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Open
Output statusPublished
Publication dates
Online18 Jul 2023
Publication process dates
Accepted08 Jul 2023
Deposited02 Apr 2025
Additional information

© 2023 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).

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Parker, Philip, Sanders, Taren, Anders, Jake, Sahdra, Baljinder, Shure, Nikki, Jerrim, John and Cull, Nicola. (2021). Does school average achievement explain the effect of socioeconomic status on math and reading interest? A test of the Information Distortion Model . Learning and Instruction. 73, p. 101432. https://doi.org/10.1016/j.learninstruc.2020.101432
Self-determination theory applied to physical education : A systematic review and meta-analysis
Cunha Vasconcellos, Diego, Parker, Philip D., Hilland, Toni, Cinelli, Renata, Owen, Katherine, Kapsal, Nathanial, Lee, Jane, Antczak, Devan, Ntoumanis, Nikolaos, Ryan, Richard M. and Lonsdale, Christophe. (2020). Self-determination theory applied to physical education : A systematic review and meta-analysis. Journal of Educational Psychology. 112(7), pp. 1444-1469. https://doi.org/10.1037/edu0000420
Psychological comparison processes and self-concept in relation to five distinct frame-of-reference effects : Pan-human cross-cultural generalizability over 68 countries
Marsh, Herbert W., Parker, Philip D., Guo, Jiesi, Pekrun, Reinhard and Basarkod, Geetanjali. (2020). Psychological comparison processes and self-concept in relation to five distinct frame-of-reference effects : Pan-human cross-cultural generalizability over 68 countries. European Journal of Personality. 34(2), pp. 180-202. https://doi.org/10.1002/per.2232
Development in relationship self-concept from high school to university predicts adjustment
Parker, Philip D., Cacchione, Pamela Z., Marsh, Herbert W., Basarkod, Geetanjali and Dicke, Theresa. (2020). Development in relationship self-concept from high school to university predicts adjustment. Developmental Psychology. 56(8), pp. 1547-1555. https://doi.org/10.1037/dev0000992
Person- and variable-centred quantitative analyses in educational research : Insights concerning Australian students’ and teachers’ engagement and wellbeing
Watt, Helen M. G. and Parker, Philip D.. (2020). Person- and variable-centred quantitative analyses in educational research : Insights concerning Australian students’ and teachers’ engagement and wellbeing. The Australian Educational Researcher. 47(3), p. 501–515. https://doi.org/10.1007/s13384-020-00390-z
Is self-compassion selfish? The development of self-compassion, empathy, and prosocial behavior in adolescence
Marshall, Sarah L., Ciarrochi, Joseph, Parker, Philip D. and Sahdra, Baljinder K.. (2020). Is self-compassion selfish? The development of self-compassion, empathy, and prosocial behavior in adolescence. Journal of Research on Adolescence. 30(S2), pp. 472-484. https://doi.org/10.1111/jora.12492
Physical activity and sleep are inconsistently related in healthy children : A systematic review and meta-analysis
Antczak, Devan, Lonsdale, Chris, Lee, Jane, Hilland, Toni, Duncan, Mitch J., del Pozo Cruz, Borja, Hulteen, Ryan M., Parker, Philip D. and Sanders, Taren. (2020). Physical activity and sleep are inconsistently related in healthy children : A systematic review and meta-analysis. Sleep Medicine Reviews. 51, p. 101278. https://doi.org/10.1016/j.smrv.2020.101278
Illusory gender-equality paradox, math self-concept, and frame-of-reference Effect : New integrative explanations for multiple paradoxes
Marsh, Herbert W., Parker, Philip D., Guo, Jiesi, Basarkod, Geetanjali, Niepel, Christoph and Van Zanden, Brooke. (2020). Illusory gender-equality paradox, math self-concept, and frame-of-reference Effect : New integrative explanations for multiple paradoxes. Journal of Personality and Social Psychology. 121(1), pp. 168-183. https://doi.org/10.1037/pspp0000306
Validation Of The Social Identity Group Need Satisfaction And Frustration Scale
Parker, Philip David, Ryan, Richard Michael, Duineveld, Jasper and Bradshaw, Emma. (2019). Validation Of The Social Identity Group Need Satisfaction And Frustration Scale. PsyArXiv Preprints. pp. 1-15.
The centrality of academic self-concept to motivation and learning
Marsh, Herbert W., Seaton, Marjorie, Dicke, Theresa, Parker, Philip D. and Horwood, Marcus S.. (2019). The centrality of academic self-concept to motivation and learning. In In Renninger, K. Ann and Hidi, Suzanne E. (Ed.). The Cambridge handbook of motivation and learning pp. 36-62 Cambridge University Press. https://doi.org/10.1017/9781316823279.004
A monitoring system to provide feedback on student physical activity during physical education lessons
Hartwig, Timothy B., Pozo-Cruz, Borja del, White, Rhiannon L., Sanders, Taren, Kirwan, Morwenna, Parker, Philip D., Lee, Jane, Owen, Katherine B., Antczak, Devan, Lubans, David R. and Lonsdale, Chris. (2019). A monitoring system to provide feedback on student physical activity during physical education lessons. The Scandinavian Journal of Medicine & Science in Sports. 29(10), pp. 1305 - 1312. https://doi.org/10.1111/sms.13438
Discrimination as a frame-of-reference effect in overlapping friendship communities of ethnically diverse youth
Sahdra, Baljinder K., Parker, Philip D., Craven, Rhonda G., Brockman, Robert, Devine, E. K., Conigrave, J. and Chang, D. F.. (2019). Discrimination as a frame-of-reference effect in overlapping friendship communities of ethnically diverse youth. Cultural Diversity and Ethnic Minority Psychology. https://doi.org/10.1037/cdp0000247
Job satisfaction of teachers and their principals in relation to climate and student achievement
Dicke, Theresa, Marsh, Herbert W., Parker, Philip D., Guo, Jiesi, Riley, Philip and Waldeyer, Julia. (2019). Job satisfaction of teachers and their principals in relation to climate and student achievement. Journal of Educational Psychology. 111(7), pp. 1 - 13. https://doi.org/10.1037/edu0000409
A systematic evaluation and comparison between Exploratory Structural Equation Modeling and Bayesian Structural Equation Modeling
Guo, Jiesi, Marsh, Herbert W., Parker, Philip D., Dicke, Theresa, Lüdtke, Oliver and Diallo, Thierno M. O.. (2019). A systematic evaluation and comparison between Exploratory Structural Equation Modeling and Bayesian Structural Equation Modeling. Structural Equation Modeling: A Multidisciplinary Journal. 26(4), pp. 529-556. https://doi.org/10.1080/10705511.2018.1554999
Compulsive internet use and the development of self-esteem and hope: A four-year longitudinal study
Donald, James N., Ciarrochi, Joseph, Parker, Philip D. and Sahdra, Baljinder K.. (2019). Compulsive internet use and the development of self-esteem and hope: A four-year longitudinal study. Journal of Personality. 87(5), pp. 981 - 995. https://doi.org/10.1111/jopy.12450
Countries, parental occupation, and girls' interest in science
Guo, Jiesi, Marsh, Herb, Parker, Philip D., Dicke, Theresa and Zanden, Brooke Van. (2019). Countries, parental occupation, and girls' interest in science. The Lancet. 393, pp. 6 - 8. https://doi.org/10.1016/S0140-6736(19)30210-7
Negative year in school effect: extending scope and strengthening causal claims
Parker, Philip D., Marsh, Herbert W., Thoemmes, Felix and Biddle, Nicholas. (2019). Negative year in school effect: extending scope and strengthening causal claims. Journal of Educational Psychology. 111(1), p. 118–130. https://doi.org/10.1037/edu0000270
Trends in indigenous and non-indigenous multidomain wellbeing : Decomposing persistent, maturation, and period effects in emerging adulthood
Parker, Philip D., Bodkin-Andrews, Gawaian, Parker, Rhiannon B. and Biddle, Nicholas. (2019). Trends in indigenous and non-indigenous multidomain wellbeing : Decomposing persistent, maturation, and period effects in emerging adulthood. Emerging Adulthood. 7(6), pp. 391-410. https://doi.org/10.1177/2167696818782018
The intersection of gender, social class, and cultural context: a meta-analysis
Parker, Philip D., Van Zanden, Brooke, Marsh, Herbert W., Owen, Katherine, Duineveld, Jasper J. and Noetel, Michael. (2019). The intersection of gender, social class, and cultural context: a meta-analysis. Educational Psychology Review. 31(3), pp. 1 - 32. https://doi.org/10.1007/s10648-019-09493-1
Young women face disadvantage to enrollment in university STEM coursework regardless of prior achievement and attitudes
Marsh, Herbert W., Van Zanden, Brooke, Parker, Philip D., Guo, Jiesi, Conigrave, James and Seaton, Marjorie. (2019). Young women face disadvantage to enrollment in university STEM coursework regardless of prior achievement and attitudes. American Educational Research Journal. 56(5), pp. 1 - 52. https://doi.org/10.3102/0002831218824111
Type of screen time moderates effects on outcomes in 4013 children: Evidence from the Longitudinal Study of Australian Children
Sanders, Taren, Parker, Philip D., del Pozo-Cruz, Borja, Noetel, Michael and Lonsdale, Chris. (2019). Type of screen time moderates effects on outcomes in 4013 children: Evidence from the Longitudinal Study of Australian Children. International Journal of Behavioral Nutrition and Physical Activity. 16(1), pp. 1 - 10. https://doi.org/10.1186/s12966-019-0881-7
The murky distinction between self-concept and self-efficacy: Beware of lurking jingle-jangle fallacies
Marsh, Herbert W., Pekrun, Reinhard, Parker, Philip D., Murayama, Kou, Guo, Jiesi, Dicke, Theresa and Arens, A. Katrin. (2019). The murky distinction between self-concept and self-efficacy: Beware of lurking jingle-jangle fallacies. Journal of Educational Psychology. 111(2), pp. 331 - 353. https://doi.org/10.1037/edu0000281
How robust are cross-country comparisons of PISA scores to the scaling model used?
Jerrim, John, Parker, Philip, Choi, Alvaro, Chmielewski, Anna Katyn, Sälzer, Christine and Shure, Nikki. (2018). How robust are cross-country comparisons of PISA scores to the scaling model used? Educational Measurement: Issues and Practice. 37(4), pp. 28 - 39. https://doi.org/10.1111/emip.12211
Cross-cultural generalizability of social and dimensional comparison effects on reading, math, and science self-concepts for primary school students using the combined PIRLS and TIMSS data
Guo, Jiesi, Marsh, Herbert W., Parker, Philip D. and Dicke, Theresa. (2018). Cross-cultural generalizability of social and dimensional comparison effects on reading, math, and science self-concepts for primary school students using the combined PIRLS and TIMSS data. Learning and Instruction. 58, pp. 210 - 219. https://doi.org/10.1016/j.learninstruc.2018.07.007
A qualitative investigation of the perceived influence of adolescents’ motivation on relationships between domain-specific physical activity and positive and negative affect
White, Rhiannon Lee, Olson, Rebecca, Parker, Philip D., Astell-Burt, Thomas and Lonsdale, Chris. (2018). A qualitative investigation of the perceived influence of adolescents’ motivation on relationships between domain-specific physical activity and positive and negative affect. Mental Health and Physical Activity. 14, pp. 113 - 120. https://doi.org/10.1016/j.mhpa.2018.03.002
An integrated model of academic self-concept development: academic self-concept, grades, test scores, and tracking over 6 years
Marsh, Herbert W., Pekrun, Reinhard, Murayama, Kou, Arens, A. Katrin, Parker, Philip D., Guo, Jiesi and Dicke, Theresa. (2018). An integrated model of academic self-concept development: academic self-concept, grades, test scores, and tracking over 6 years. Developmental Psychology. 54(2), pp. 263 - 280. https://doi.org/10.1037/dev0000393
What to do when scalar invariance fails: The extended alignment method for multi-group factor analysis comparison of latent means across many groups
Marsh, Herbert W., Guo, Jiesi, Parker, Philip D., Nagengast, Benjamin, Asparouhov, T., Muthen, Bengt and Dicke, Theresa. (2018). What to do when scalar invariance fails: The extended alignment method for multi-group factor analysis comparison of latent means across many groups. Psychological Methods. 23(3), pp. 524 - 545. https://doi.org/10.1037/met0000113
Girls get smart, boys get smug: Historical changes in gender differences in math, literacy, and academic social comparison and achievement
Parker, Philip D., Van Zanden, Brooke and Parker, Rhiannon B.. (2018). Girls get smart, boys get smug: Historical changes in gender differences in math, literacy, and academic social comparison and achievement. Learning and Instruction. 54, pp. 125 - 137. https://doi.org/10.1016/j.learninstruc.2017.09.002
Inequity and excellence in academic performance: evidence from 27 countries
Parker, Philip D., Marsh, Herbert W., Jerrim, John P., Guo, Jiesi and Dicke, Theresa. (2018). Inequity and excellence in academic performance: evidence from 27 countries. American Educational Research Journal. 55(4), pp. 836 - 858. https://doi.org/10.3102/0002831218760213
Regular physical activity and educational outcomes in youth: A longitudinal study
Owen, Katherine B., Parker, Philip D., Astell-Burt, Thomas and Lonsdale, Chris. (2018). Regular physical activity and educational outcomes in youth: A longitudinal study. Journal of Adolescent Health. 62(3), pp. 334 - 340. https://doi.org/10.1016/j.jadohealth.2017.09.014
A worthy self is a caring self: Examining the developmental relations between self-esteem and self-compassion in adolescents
Donald, James N., Ciarrochi, Joseph, Parker, Philip D., Sahdra, Baljinder K., Marshall, Sarah L. and Guo, Jiesi. (2018). A worthy self is a caring self: Examining the developmental relations between self-esteem and self-compassion in adolescents. Journal of Personality. 86(4), pp. 619 - 630. https://doi.org/10.1111/jopy.12340
Development of friendship and task values in a new school: Friend selection for the arts and physical education but socialization for academic subjects
Chow, Angela, Kiuru, Noona, Parker, Philip D., Eccles, Jacquelynne S. and Salmela-Aro, Katariina. (2018). Development of friendship and task values in a new school: Friend selection for the arts and physical education but socialization for academic subjects. Journal of Youth and Adolescence. 47(9), pp. 1966 - 1977. https://doi.org/10.1007/s10964-018-0894-6
Validating the Copenhagen Psychosocial Questionnaire (COPSOQ-II) Using Set-ESEM: identifying psychosocial risk factors in a sample of school principals
Dicke, Theresa, Marsh, Herbert W., Riley, Philip, Parker, Philip D., Guo, Jiesi and Horwood, Marcus. (2018). Validating the Copenhagen Psychosocial Questionnaire (COPSOQ-II) Using Set-ESEM: identifying psychosocial risk factors in a sample of school principals. Frontiers in Psychology. 9, pp. 1 - 17. https://doi.org/10.3389/fpsyg.2018.00584
Predicting university entry using machine-based models and solutions
Parker, Philip D., Jerrim, John, Chmielewski, Anna K. and Marsh, Herbert W.. (2018). Predicting university entry using machine-based models and solutions. In In I. Schoon and R. K. Silbereisen (Ed.). Pathways to adulthood: Educational opportunities, motivation and attainment in times of social change pp. 92 - 110 UCL Institute of Education Press, University College.
Effects of school-average achievement on individual self-concept and achievement: Unmasking phantom effects masquerading as true compositional effects
Dicke, Theresa, Marsh, Herbert W., Parker, Philip D., Pekrun, Reinhard, Guo, Jiesi and Televantou, Ioulia. (2018). Effects of school-average achievement on individual self-concept and achievement: Unmasking phantom effects masquerading as true compositional effects. Journal of Educational Psychology. 110(8), pp. 1112 - 1126. https://doi.org/10.1037/edu0000259
Extending expectancy-value theory predictions of achievement and aspirations in science : Dimensional comparison processes and expectancy-by-value interactions
Guo, Jiesi, Marsh, Herbert W., Parker, Philip D., Morin, Alexandre J. S. and Dicke, Theresa. (2017). Extending expectancy-value theory predictions of achievement and aspirations in science : Dimensional comparison processes and expectancy-by-value interactions. Learning and Instruction. 49, pp. 81-91. https://doi.org/10.1016/j.learninstruc.2016.12.007
Reciprocal relationships between teacher ratings of internalizing and externalizing behaviors in adolescents with different levels of cognitive abilities
Morin, Alexandre J.S., Arens, A. Katrin, Maïano, Christophe, Ciarrochi, Joseph, Tracey, Danielle, Parker, Philip D. and Craven, Rhonda G.. (2017). Reciprocal relationships between teacher ratings of internalizing and externalizing behaviors in adolescents with different levels of cognitive abilities. Journal of Youth and Adolescence. 46(4), pp. 801-825. https://doi.org/10.1007/s10964-016-0574-3
Changes in young Europeans’ values during the Global Financial Crisis
Sortheix, Florencia M., Parker, Philip D., Lechner, Clemens M. and Schwartz, Shalom H.. (2017). Changes in young Europeans’ values during the Global Financial Crisis. Social Psychological and Personality Science. https://doi.org/10.1177/1948550617732610
Are people mindful in different ways? Disentangling the quantity and quality of mindfulness in latent profiles and exploring their links to mental health and life effectiveness
Sahdra, Baljinder K., Ciarrochi, Joseph, Parker, Philip D., Basarkod, Geetanjali, Bradshaw, Emma L. and Baer, Ruth. (2017). Are people mindful in different ways? Disentangling the quantity and quality of mindfulness in latent profiles and exploring their links to mental health and life effectiveness. European Journal of Personality. 31(4), pp. 347-365. https://doi.org/10.1002/per.2108
Communication skills training for practitioners to increase patient adherence to home-based rehabilitation for chronic low back pain : Results of a cluster randomized controlled trial
Lonsdale, Chris, Hall, Amanda M., Murray, Aileen, Williams, Geoffrey C., McDonough, Suzanne M., Ntoumanis, Nikos, Owen, Katherine, Schwarzer, Ralf, Parker, Philip, Kolt, Gregory S. and Hurley, Deirdre A.. (2017). Communication skills training for practitioners to increase patient adherence to home-based rehabilitation for chronic low back pain : Results of a cluster randomized controlled trial. Archives of Physical Medicine and Rehabilitation. 98(9), pp. 1732-1743. https://doi.org/10.1016/j.apmr.2017.02.025
Domain-specific physical activity and mental health : A meta-analysis
White, Rhiannon Lee, Babic, Mark J., Parker, Philip D., Lubans, David R., Astell-Burt, Thomas and Lonsdale, Chris. (2017). Domain-specific physical activity and mental health : A meta-analysis. American Journal of Preventive Medicine. 52(5), pp. 653-666. https://doi.org/10.1016/j.amepre.2016.12.008
How well do parents know their adolescent children? Parent inferences of student self-concepts reflect dimensional comparison processes
Van Zanden, Brooke, Marsh, Herbert W., Seaton, Marjorie, Parker, Philip D., Guo, Jiesi and Duineveld, Jasper J.. (2017). How well do parents know their adolescent children? Parent inferences of student self-concepts reflect dimensional comparison processes. Learning and Instruction. 47, pp. 25-32. https://doi.org/10.1016/j.learninstruc.2016.09.002
Long-term positive effects of repeating a year in school: Six-year longitudinal study of self-beliefs, anxiety, social relations, school grades, and test scores
Marsh, Herbert W., Parker, Philip D., Guo, Jiesi, Dicke, Theresa, Pekrun, Reinhard, Murayama, K. and Lichtenfeld, Stephanie. (2017). Long-term positive effects of repeating a year in school: Six-year longitudinal study of self-beliefs, anxiety, social relations, school grades, and test scores. Journal of Educational Psychology. 109(3), pp. 425 - 438. https://doi.org/10.1037/edu0000144
When empathy matters : The role of sex and empathy in close friendships
Ciarrochi, Joseph, Parker, Philip D., Sahdra, Baljinder K., Kashdan, Todd B., Kiuru, Noona and Conigrave, James. (2017). When empathy matters : The role of sex and empathy in close friendships. Journal of Personality. 85(4), pp. 494-504. https://doi.org/10.1111/jopy.12255
The link between perceived maternal and paternal autonomy support and adolescent well-being across three major educational transitions
Duineveld, Jasper J., Parker, Philip D., Ryan, Richard M., Ciarrochi, Joseph and Salmela-Aro, Katariina. (2017). The link between perceived maternal and paternal autonomy support and adolescent well-being across three major educational transitions. Developmental Psychology. 53(10), pp. 1978-1994. https://doi.org/10.1037/dev0000364
Self-esteem trajectories and their social determinants in adolescents with different levels of cognitive ability
Morin, Alexandre J. S., Arens, A. Katrin, Tracey, Danielle, Parker, Philip D., Ciarrochi, Joseph, Craven, Rhonda and Maïano, Christophe. (2017). Self-esteem trajectories and their social determinants in adolescents with different levels of cognitive ability. American Journal on Intellectual and Developmental Disabilities. 122(6), pp. 539-560. https://doi.org/10.1352/1944-7558-122.6.539
A longitudinal person-centered perspective on youth social support : Relations with psychological wellbeing
Ciarrochi, Joseph, Morin, Alexandre J. S., Sahdra, Baljinder K., Litalien, David and Parker, Philip D.. (2017). A longitudinal person-centered perspective on youth social support : Relations with psychological wellbeing. Developmental Psychology. 53(6), pp. 1154-1169. https://doi.org/10.1037/dev0000315
Is belief in God related to differences in adolescents' psychological functioning?
Huuskes, Lee M., Heaven, Patrick C. L., Ciarrochi, Joseph, Parker, Philip and Caltabiano, Nerina. (2016). Is belief in God related to differences in adolescents' psychological functioning? Journal for the Scientific Study of Religion. 55(1), pp. 40-53. https://doi.org/10.1111/jssr.12249
Does Living closer to a university increase educational attainment? A longitudinal study of aspirations, university entry, and elite university enrolment of Australian youth
Parker, Philip D., Jerrim, John, Anders, Jake and Astell-Burt, Thomas. (2016). Does Living closer to a university increase educational attainment? A longitudinal study of aspirations, university entry, and elite university enrolment of Australian youth. Journal of Youth and Adolescence. 45(6), pp. 1156-1175. https://doi.org/10.1007/s10964-015-0386-x
What effect did the global financial crisis have upon youth wellbeing? Evidence from four Australian cohorts
Parker, Philip D., Jerrim, John and Anders, Jake. (2016). What effect did the global financial crisis have upon youth wellbeing? Evidence from four Australian cohorts. Developmental Psychology. 52(4), pp. 640-651. https://doi.org/10.1037/dev0000092
The development of compulsive internet use and mental health : A four-year study of adolescence
Ciarrochi, Joseph, Parker, Philip, Sahdra, Baljinder, Marshall, Sarah L., Jackon, Chris, Gloster, Andrew and Heaven, Patrick C.L.. (2016). The development of compulsive internet use and mental health : A four-year study of adolescence. Developmental Psychology. 52(2), pp. 272-283. https://doi.org/10.1037/dev0000070
Physical activity and school engagement in youth: A systematic review and meta-analysis
Owen, Katherine B., Parker, Philip D., Van Zanden, Brooke, MacMillan, Freya, Astell-Burt, T. and Lonsdale, Christopher Sean. (2016). Physical activity and school engagement in youth: A systematic review and meta-analysis. Educational Psychologist. https://doi.org/10.1080/00461520.2016.1151793
A psychometric evaluation of the gender bias in medical education cale
Parker, Rhiannon B., Parker, Philip D., Larkin, Theresa and Cockburn, Jon. (2016). A psychometric evaluation of the gender bias in medical education cale. BMC Medical Education. 16(251), pp. 1 - 9. https://doi.org/10.1186/s12909-016-0774-2
Scaling-up an efficacious school-based physical activity intervention: Study protocol for the 'Internet-based Professional Learning to help teachers support Activity in Youth' (iPLAY) cluster randomized controlled trial and scale-up implementation evaluation
Lonsdale, Christopher S., Sanders, Taren G., Cohen, Kristen E., Parker, Philip, Noetel, Michael, Hartwig, Timothy Bryan, Vasconcellos, Diego, Kirwan, Morwenna, Morgan, Philip, Salmon, Jo, Moodie, Marj, McKay, Heather A., Bennie, Andrew, Plotnikoff, Ron C., Cinelli, Renata, Greene, David Anthony, Peralta, Louisa R., Cliff, Dylan, Kolt, Gregory S., ... Lubans, David. (2016). Scaling-up an efficacious school-based physical activity intervention: Study protocol for the 'Internet-based Professional Learning to help teachers support Activity in Youth' (iPLAY) cluster randomized controlled trial and scale-up implementation evaluation. BMC Public Health. 16(873), pp. 1 - 16. https://doi.org/10.1186/s12889-016-3243-2
Invariance testing across samples and time : Cohort-sequence analysis of perceived body composition
Marsh, Herbert W., Parker, Philip D. and Morin, Alexandre J.S.. (2016). Invariance testing across samples and time : Cohort-sequence analysis of perceived body composition. In In N. Ntoumanis and N. D. Myers (Ed.). An introduction to intermediate and advanced statistical analyses for sport and exercise scientists pp. 101-130 Wiley-Blackwell Publishing, Inc..
A multination study of socioeconomic inequality in expectations for progression to higher education
Parker, Philip D., Jerrim, John, Schoon, Ingrid and Marsh, Herbert W.. (2016). A multination study of socioeconomic inequality in expectations for progression to higher education. American Educational Research Journal. 53(1), pp. 6-32. https://doi.org/10.3102/0002831215621786
The internal/external frame of reference model of self-concept and achievement relations : Age-cohort and cross-cultural differences
Marsh, Herbert W., Abduljabbar, Adel Salah, Parker, Philip D., Morin, Alexandre J. S., Abdelfattah, Faisal, Nagengast, Benjamin, Möller, Jens and Abu-Hilal, Maher M.. (2015). The internal/external frame of reference model of self-concept and achievement relations : Age-cohort and cross-cultural differences. American Educational Research Journal. 52(1), pp. 168-202. https://doi.org/10.3102/0002831214549453
Dorian Gray without his portrait: Psychological, social, and physical health costs associated with the Dark Triad
Jonason, Peter, Baughman, Holly, Carter, Gregory and Parker, Philip. (2015). Dorian Gray without his portrait: Psychological, social, and physical health costs associated with the Dark Triad. Personality and Individual Differences. 78, pp. 5 - 13. https://doi.org/10.1016/j.paid.2015.01.008
Will closing the achievement gap solve the problem? An analysis of primary and secondary effects for indigenous university entry
Parker, Philip D., Bodkin-Andrews, Gawaian, Marsh, Herbert W., Jerrim, John and Schoon, Ingrid. (2015). Will closing the achievement gap solve the problem? An analysis of primary and secondary effects for indigenous university entry. Journal of Sociology. 51(4), pp. 1085-1102. https://doi.org/10.1177/1440783313498946
I wish I had (not) taken a gap-year? The psychological and attainment outcomes of different post-school pathways
Parker, Philip D., Thoemmes, Felix, Duineveld, Jasper J. and Salmena-Aro, Katariina. (2015). I wish I had (not) taken a gap-year? The psychological and attainment outcomes of different post-school pathways. Developmental Psychology. 51(3), pp. 323-333. https://doi.org/10.1037/a0038667
Mediators effecting moderate-to-vigorous physical activity and inactivity for girls from an intervention program delivered in an organised youth sports setting
Guagliano, Justin, Lonsdale, Christopher, Rosenkranz, Richard, Parker, Philip D., Agho, Kingsley and Kolt, Gregory. (2015). Mediators effecting moderate-to-vigorous physical activity and inactivity for girls from an intervention program delivered in an organised youth sports setting. Journal of Science and Medicine in Sport. 18(6), pp. 678 - 683. https://doi.org/10.1016/j.jsams.2015.05.005
The reciprocal effects model revisited: Extending its reach to gifted students attending academically selective schools
Seaton, Marjorie, Marsh, Herbert W., Parker, Philip D., Craven, Rhonda G. and Yeung, Alexander S.. (2015). The reciprocal effects model revisited: Extending its reach to gifted students attending academically selective schools. Gifted Child Quarterly. 59(3), pp. 143 - 156. https://doi.org/10.1177/0016986215583870
The Big-Fish-Little-Pond Effect: Generalizability of social comparison processes over two age cohorts from Western, Asian, and Middle Eastern Islamic countries
Marsh, Herbert W., Abduljabbar, Adel Salah, Morin, Alexandre, Parker, Philip, Abdelfattah, Faisal, Nagengast, Benjamin and Abu-Hilal, Maher. (2015). The Big-Fish-Little-Pond Effect: Generalizability of social comparison processes over two age cohorts from Western, Asian, and Middle Eastern Islamic countries. Journal of Educational Psychology. 107(1), pp. 258 - 271. https://doi.org/10.1037/a0037485
Achievement, motivation, and educational choices : A longitudinal study of expectancy and value using a multiplicative perspective
Guo, Jiesi, Parker, Philip D., Marsh, Herbert W. and Morin, Alexandre J. S.. (2015). Achievement, motivation, and educational choices : A longitudinal study of expectancy and value using a multiplicative perspective. Developmental Psychology. 51(8), pp. 1163-1176. https://doi.org/10.1037/a0039440
Self-compassion protects against the negative effects of low self-esteem : A longitudinal study in a large adolescent sample
Marshall, Sarah, Parker, Philip D., Ciarrochi, Joseph, Sahdra, Baljinder, Jackson, Chris and Heaven, Patrick. (2015). Self-compassion protects against the negative effects of low self-esteem : A longitudinal study in a large adolescent sample. Personality and Individual Differences. 74, pp. 116 - 121. https://doi.org/10.1016/j.paid.2014.09.013
High-frequency heart rate variability linked to affiliation with a new group
Sahdra, Baljinder, Ciarrochi, Joseph and Parker, Philip D.. (2015). High-frequency heart rate variability linked to affiliation with a new group. PLoS One (online). 10(6), pp. 1 - 14. https://doi.org/10.1371/journal.pone.0129583
Directionality of the associations of high school expectancy-value, aspirations, and attainment : A longitudinal study
Guo, Jiesi, Marsh, Herbert W., Morin, Alexandre J. S., Parker, Philip D. and Kaur, Gurvinder. (2015). Directionality of the associations of high school expectancy-value, aspirations, and attainment : A longitudinal study. American Educational Research Journal. 52(2), pp. 371-402. https://doi.org/10.3102/0002831214565786
Longitudinal associations between employees' beliefs about the quality of the change management process, affective commitment to change and psychological empowerment
Morin, Alexandre J. S., Meyer, John P., Bélanger, Émilie, Boudrias, Jean-Sébastien, Gagné, Marylène and Parker, Philip D.. (2015). Longitudinal associations between employees' beliefs about the quality of the change management process, affective commitment to change and psychological empowerment. Human Relations. 69(3), pp. 839-867. https://doi.org/10.1177/0018726715602046
Physical self-concept changes in a selective sport high school : A longitudinal cohort-sequence analysis of the big-fish-little-pond effect
Marsh, Herbert W., Morin, Alexandre J. S. and Parker, Philip D.. (2015). Physical self-concept changes in a selective sport high school : A longitudinal cohort-sequence analysis of the big-fish-little-pond effect. Journal of Sport and Exercise Psychology. 37(2), pp. 150-163. https://doi.org/10.1123/jsep.2014-0224
Developmental investigation of the domain-specific nature of the life satisfaction construct across the post-school transition
Chen, Xidan, Morin, Alexandre J. S., Parker, Philip D. and Marsh, Herbert W.. (2015). Developmental investigation of the domain-specific nature of the life satisfaction construct across the post-school transition. Developmental Psychology. 51(8), pp. 1074-1085. https://doi.org/10.1037/a0039477
Hope and emotional well-being: A six-year study to distinguish antecedents, correlates, and consequences
Ciarrochi, Joseph, Parker, Philip, Kashdan, Todd B., Heaven, Patrick C. L. and Barkus, Emma. (2015). Hope and emotional well-being: A six-year study to distinguish antecedents, correlates, and consequences. The Journal of Positive Psychology. 10(6), pp. 520 - 532. https://doi.org/10.1080/17439760.2015.1015154
Expectancy-value in mathematics, gender and socioeconomic background as predictors of achievement and aspirations : A multi-cohort study
Guo, Jiesi, Marsh, Herbert W., Parker, Philip D., Morin, Alexandre J. S. and Yeung, Alexander Seeshing. (2015). Expectancy-value in mathematics, gender and socioeconomic background as predictors of achievement and aspirations : A multi-cohort study. Learning and Individual Differences. 37, pp. 161-168. https://doi.org/10.1016/j.lindif.2015.01.008
If one goes up the other must come down : Examining ipsative relationships between math and English self-concept trajectories across high school
Parker, Philip D., Marsh, Herbert W., Morin, Alexandre J. S., Seaton, Marjorie and Van Zanden, Brooke. (2015). If one goes up the other must come down : Examining ipsative relationships between math and English self-concept trajectories across high school. British Journal of Educational Psychology. 85(2), pp. 172-191. https://doi.org/10.1111/bjep.12050
Beginning teachers' efficacy and emotional exhaustion : Latent changes, reciprocity, and the influence of professional knowledge
Dicke, Theresa, Parker, Philip D., Holzberger, Doris, Kunina-Habenicht, Olga, Kunter, Mareike and Leutner, Detlev. (2015). Beginning teachers' efficacy and emotional exhaustion : Latent changes, reciprocity, and the influence of professional knowledge. Contemporary Educational Psychology. 41, pp. 62 - 72. https://doi.org/10.1016/j.cedpsych.2014.11.003
Self-concept: From unidimensional to multidimensional and beyond
Van Zanden, Brooke, Marsh, Herbert Warren, Seaton, Marjorie and Parker, Philip. (2015). Self-concept: From unidimensional to multidimensional and beyond. In In J. D. Wright (Ed.). International encyclopedia of the social & behavioral sciences pp. 460 - 468 Elsevier. https://doi.org/10.1016/B978-0-08-097086-8.25089-7
Hope, friends, and subjective well-being : A social network approach to peer group contextual effects
Parker, Philip D., Ciarrochi, Joseph, Heaven, Patrick, Marshall, Sarah, Sahdra, Baljinder and Kiuru, Noona. (2015). Hope, friends, and subjective well-being : A social network approach to peer group contextual effects. Child Development. 86(2), pp. 642-650. https://doi.org/10.1111/cdev.12308
Internal/external frame of reference model
Marsh, Herbert W., Möller, Jens, Parker, Philip, Xu, Man K., Nagengast, Benjamin and Pekrun, Reinhard. (2015). Internal/external frame of reference model. In In J. D. Wright (Ed.). International encyclopedia of the social & behavioral sciences pp. 425 - 432 Elsevier. https://doi.org/10.1016/B978-0-08-097086-8.26084-4
Dimensional comparison theory : An extension of the internal/external frame of reference effect on academic self-concept formation
Marsh, Herbert W., Kuyper, Hans, Seaton, Marjorie, Parker, Philip D., Morin, Alexandre J. S., Möller, Jens and Abduljabbar, Adel S.. (2014). Dimensional comparison theory : An extension of the internal/external frame of reference effect on academic self-concept formation. Contemporary Educational Psychology. 39(4), pp. 326-341. https://doi.org/10.1016/j.cedpsych.2014.08.003
The Big-Fish-Little-Pond Effect in mathematics: A cross-cultural comparison of U.S. and Saudi Arabian TIMSS responses
Marsh, Herbert, Abduljabbar, Adel, Parker, Philip D., Morin, Alexandre, Abdelfattah, F and Nagengast, Benjamin. (2014). The Big-Fish-Little-Pond Effect in mathematics: A cross-cultural comparison of U.S. and Saudi Arabian TIMSS responses. Journal of Cross-Cultural Psychology. 45(5), pp. 777 - 804. https://doi.org/10.1177/0022022113519858
Predicting career aspirations and university majors from academic ability and self-concept : A longitudinal applications of the internal-external frame of reference model
Parker, Philip, Nagy, Gabriel, Trautwein, Ulrich and Lüdtke, Oliver. (2014). Predicting career aspirations and university majors from academic ability and self-concept : A longitudinal applications of the internal-external frame of reference model. In In Schoon, Ingrid and Eccles, Jacquelynne S. (Ed.). Gender differences in aspirations and attainment : A life course perspective pp. 224-246 Cambridge University Press. https://doi.org/10.1017/CBO9781139128933.015
Statistical power of latent growth curve models to detect quadratic growth
Diallo, Thierno M. O., Morin, Alexandre J. S. and Parker, Philip D.. (2014). Statistical power of latent growth curve models to detect quadratic growth. Behavior Research Methods. 46(2), pp. 357-371. https://doi.org/10.3758/s13428-013-0395-1
Integration of personality constructs: The role of traits and motivation in the willingness to exert effort in academic and social life domains
Vasalampi, K., Parker, Philip, Tolvanen, A., Ludtke, Oliver, Salmela-Aro, K. and Trautwein, Ulrich. (2014). Integration of personality constructs: The role of traits and motivation in the willingness to exert effort in academic and social life domains. Journal of Research in Personality. 48, pp. 98 - 106. https://doi.org/10.1016/j.jrp.2013.11.004
Big-fish-little-pond social comparison and local dominance effects : Integrating new statistical models, methodology, design, theory and substantive implications
Marsh, Herbert, Kuyper, Hans, Morin, Alexandre, Parker, Philip D. and Seaton, Marjorie. (2014). Big-fish-little-pond social comparison and local dominance effects : Integrating new statistical models, methodology, design, theory and substantive implications. Learning and Instruction. 33, pp. 50 - 60. https://doi.org/10.1016/j.learninstruc.2014.04.002
Psychological flexibility is not a single dimension: The distinctive flexibility profiles of underweight, overweight, and obese people
Ciarrochi, Joseph, Sahdra, Baljinder, Marshall, Sarah, Parker, Philip and Horwath, Caroline. (2014). Psychological flexibility is not a single dimension: The distinctive flexibility profiles of underweight, overweight, and obese people. Journal of Contextual Behavioural Science. 3(4), pp. 236 - 247. https://doi.org/10.1016/j.jcbs.2014.07.002
Is Self-Esteem a Cause or Consequence of Social Support? : A 4-Year Longitudinal Study
Marshall, Sarah, Parker, Philip D., Heaven, Patrick and Ciarrochi, Joseph. (2014). Is Self-Esteem a Cause or Consequence of Social Support? : A 4-Year Longitudinal Study. Child Development. 85(3), pp. 1275 - 1291. https://doi.org/10.1111/cdev.12176
Juxtaposing math self-efficacy and self-concept as predictors of long-term achievement outcomes
Parker, Philip David, Marsh, Herbert W., Ciarrochi, Joseph, Marshall, Sarah and Abduljabbar, Adel Salah. (2014). Juxtaposing math self-efficacy and self-concept as predictors of long-term achievement outcomes. Educational Psychology. 34(1), pp. 29-48. https://doi.org/10.1080/01443410.2013.797339
Motivational cognitions and behaviors for metropolitan aboriginal and non-aboriginal Australian students
Bodkin-Andrews, Gawaian, Craven, Rhonda G., Parker, Philip D., Kaur, Gurvinder and Yeung, Alexander S.. (2013). Motivational cognitions and behaviors for metropolitan aboriginal and non-aboriginal Australian students. In In G. A. D. Liem and A. B. I. Bernado (Ed.). Advancing Cross-Cultural Perspectives on Educational Psychology pp. 295 - 316 Information Age Publishing.
Passion: Does one scale fit all? Construct validity of two-factor passion scale and psychometric invariance over different activities and languages
Marsh, Herbert W., Vallerand, Robert, Lafreniere, M., Parker, Philip, Morin, Alexandre, Carbonneau, N., Jowett, S., Bureau, J., Fernet, Claude and Guay, Frederic. (2013). Passion: Does one scale fit all? Construct validity of two-factor passion scale and psychometric invariance over different activities and languages. Psychological Assessment. 25(3), pp. 796 - 809. https://doi.org/10.1037/a0032573
Different pathways, same effects: Autonomous goal regulation is associated with subjective well-being during the post-school transition
Litalien, David, Ludtke, Oliver, Parker, Philip and Trautwein, Ulrich. (2013). Different pathways, same effects: Autonomous goal regulation is associated with subjective well-being during the post-school transition. Motivation and Emotion. https://doi.org/10.1007/s11031-012-9328-z
Differential school contextual effects for math and English: integrating the big-fish-little-pond effect and the internal/external frame of reference
Parker, Philip D., Marsh, Herbert, Ludtke, Oliver and Trautwein, Ulrich. (2013). Differential school contextual effects for math and English: integrating the big-fish-little-pond effect and the internal/external frame of reference. Learning and Instruction. 23(1), pp. 78 - 89. https://doi.org/10.1016/j.learninstruc.2012.07.001
Different pathways, same effects : Autonomous goal regulation is associated with subjective well-being during the post-school transition
Litalien, David, Ludtke, Oliver, Parker, Philip and Trautwein, Ulrich. (2013). Different pathways, same effects : Autonomous goal regulation is associated with subjective well-being during the post-school transition. Motivation and Emotion. https://doi.org/10.1007/s11031-012-9328-z
The reciprocal relations between self-concept, motivation and achievement: juxtaposing academic self-concept and achievement goal orientations for mathematics success
Seaton, Marjorie, Parker, Philip, Marsh, Herbert W., Craven, Rhonda G. and Yeung, Alexander S.. (2013). The reciprocal relations between self-concept, motivation and achievement: juxtaposing academic self-concept and achievement goal orientations for mathematics success. Educational Psychology : An international journal of experimental educational psychology. 34(1), pp. 49 - 72. https://doi.org/10.1080/01443410.2013.825232
Factorial, convergent, and discriminant validity of TIMSS math and science motivation measures: a comparison of arab and anglo-saxon countries
Marsh, Herbert W., Abduljabbar, Adel, Abu-Hilal, Maher, Morin, Alexandre, Abdelfattah, Faisal, Leung, Kim Chau, Xu, Man, Nagengast, Benjamin and Parker, Philip. (2013). Factorial, convergent, and discriminant validity of TIMSS math and science motivation measures: a comparison of arab and anglo-saxon countries. Journal of Educational Psychology. 105(1), pp. 108 - 128. https://doi.org/10.1037/a0029907
Personality and Relationship Quality During the Transition From High School to Early Adulthood
Parker, Philip D., Ludtke, Oliver, Trautwein, Ulrich and Roberts, Brent. (2012). Personality and Relationship Quality During the Transition From High School to Early Adulthood. Journal of Personality. 80(4), pp. 1061 - 1089. https://doi.org/10.1111/j.1467-6494.2012.00766.x
Phase-adequate engagement at the post-school transition
Dietrich, Julia, Parker, Philip and Salmela-Aro, Katariina. (2012). Phase-adequate engagement at the post-school transition. Developmental Psychology. 48(6), pp. 1575 - 1593. https://doi.org/10.1037/a0030188
Phase-adequate engagement at the post-school transition
Dietrich, Julia, Parker, Philip and Salmela-Aro, Katariina. (2012). Phase-adequate engagement at the post-school transition. Developmental Psychology. 48(6), pp. 1575 - 1593. https://doi.org/10.1037/a0030188
Personality and Relationship Quality During the Transition From High School to Early Adulthood
Parker, Philip D., Ludtke, Oliver, Trautwein, Ulrich and Roberts, Brent. (2012). Personality and Relationship Quality During the Transition From High School to Early Adulthood. Journal of Personality. 80(4), pp. 1061 - 1089. https://doi.org/10.1111/j.1467-6494.2012.00766.x
Achievement, agency, gender, and socioeconomic background as predictors of postschool choices : A multicontext study
Parker, Philip D., Schoon, Ingrid, Tsai, YiMiau, Nagy, Gabriel, Trautwein, Ulrich and Eccles, Jacquelynne. (2012). Achievement, agency, gender, and socioeconomic background as predictors of postschool choices : A multicontext study. Developmental Psychology. 48(6), pp. 1629 - 1642. https://doi.org/10.1037/a0029167
Teachers' workplace well-being: exploring a process model of goal orientation, coping behavior, engagement, and burnout
Parker, Philip D., Martin, Andrew, Colmar, Susan and Liem, Gregory. (2012). Teachers' workplace well-being: exploring a process model of goal orientation, coping behavior, engagement, and burnout. Teaching and Teacher Education. 28(4), pp. 503 - 513. https://doi.org/10.1016/j.tate.2012.01.001
Achievement, agency, gender, and socioeconomic background as predictors of postschool choices : A multicontext study
Parker, Philip, Schoon, Ingrid, Tsai, YiMiau, Nagy, Gabriel, Trautwein, Ulrich and Eccles, Jacquelynne. (2012). Achievement, agency, gender, and socioeconomic background as predictors of postschool choices : A multicontext study. Developmental Psychology. 48(6), pp. 1629 - 1642. https://doi.org/10.1037/a0029167
Clergy Motivation and Occupational Well-being: Exploring a Quadripolar Model and its Role in Predicting Burnout and Engagement
Parker, Philip D. and Martin, Andrew. (2011). Clergy Motivation and Occupational Well-being: Exploring a Quadripolar Model and its Role in Predicting Burnout and Engagement. Journal of Religion and Health. 50(3), pp. 656 - 674. https://doi.org/10.1007/s10943-009-9303-5
Developmental processes in school burnout :A comparison of major developmental models
Parker, Philip D. and Salmela-Aro, K. (2011). Developmental processes in school burnout :A comparison of major developmental models. Learning and Individual Differences: journal of psychology and education. 21(2), pp. 244 - 248. https://doi.org/10.1016/j.lindif.2011.01.005
What happens to physical activity behavior, motivation, self-concept, and flow after completing school? : a longitudinal study
Martin, Andrew, Liem, Gregory, Coffey, Leandra, Martinez, Cintia, Parker, Philip D., Marsh, Herbert W. and Jackson, Susan. (2010). What happens to physical activity behavior, motivation, self-concept, and flow after completing school? : a longitudinal study. Journal of Applied Sport Psychology. 22(4), pp. 437 - 457. https://doi.org/10.1080/10413200.2010.495699
Stages of change in physical activity: A validation study in late adolescence
Parker, Philip D., Martin, Andrew, Martinez, Cintia, Marsh, Herbert and Jackson, Susan. (2010). Stages of change in physical activity: A validation study in late adolescence. Health Education & Behavior. 37(3), pp. 318 - 329. https://doi.org/10.1177/1090198109333281
Longitudinal approaches to stages of change measurement: Effects on cognitive and behavioral physical activity factors
Parker, Philip D., Martin, Andrew, Martinez, Cintia, Marsh, Herbert W. and Jackson, Susan. (2010). Longitudinal approaches to stages of change measurement: Effects on cognitive and behavioral physical activity factors. Measurement and Evaluation in Counseling and Development. 43(2), pp. 108 - 120. https://doi.org/10.1177/0748175610374582
Stages of change in physical activity: A validation study in late adolescence
Parker, Philip D., Martin, Andrew, Martinez, Cintia, Marsh, Herbert and Jackson, Susan. (2010). Stages of change in physical activity: A validation study in late adolescence. Health Education & Behavior. 37(3), pp. 318 - 329. https://doi.org/10.1177/1090198109333281
Coping and buoyancy in the workplace: Understanding their effects on teachers' work-related well-being and engagement
Parker, Philip D. and Martin, Andrew J.. (2009). Coping and buoyancy in the workplace: Understanding their effects on teachers' work-related well-being and engagement. Teaching and Teacher Education. 25(1), pp. 68 - 75. https://doi.org/10.1016/j.tate.2008.06.009
Personal capacity building for the human services: The roles of curriculum and individual differences in predicting self-concept in college/university students
Parker, Philip D. and Martin, Andrew J.. (2008). Personal capacity building for the human services: The roles of curriculum and individual differences in predicting self-concept in college/university students. Learning and Individual Differences: journal of psychology and education. 18(4), pp. 486 - 491. https://doi.org/10.1016/j.lindif.2008.01.001
Factors predicting life satisfaction: A process model of personality, multidimensional self-concept, and life satisfaction
Parker, Philip D., Martin, Andrew J. and Marsh, Herbert Warren. (2008). Factors predicting life satisfaction: A process model of personality, multidimensional self-concept, and life satisfaction. Australian Journal of Guidance and Counselling. 18(1), pp. 15 - 29. https://doi.org/10.1375/ajgc.18.1.15