Comparing ChatGPT With Experts’ Responses to Scenarios that Assess Psychological Literacy

Article

Machin, M. Anthony, Machin, Tanya M. and Gasson, Natalie. 2024. "Comparing ChatGPT With Experts’ Responses to Scenarios that Assess Psychological Literacy." Psychology Learning and Teaching. 23 (2), pp. 265-280. https://doi.org/10.1177/14757257241241592
Article Title

Comparing ChatGPT With Experts’ Responses to Scenarios that Assess Psychological Literacy

ERA Journal ID6614
Article CategoryArticle
AuthorsMachin, M. Anthony, Machin, Tanya M. and Gasson, Natalie
Journal TitlePsychology Learning and Teaching
Journal Citation23 (2), pp. 265-280
Number of Pages16
Year2024
PublisherSAGE Publications Ltd
Place of PublicationUnited Kingdom
ISSN1475-7257
Digital Object Identifier (DOI)https://doi.org/10.1177/14757257241241592
Web Address (URL)https://journals.sagepub.com/doi/abs/10.1177/14757257241241592
Abstract

Progress in understanding students’ development of psychological literacy is critical. However, generative AI represents an emerging threat to higher education which may dramatically impact on student learning and how this learning transfers to their practice. This research investigated whether ChatGPT responded in ways that demonstrated psychological literacy and whether it matched the responses of subject matter experts on a measure of psychological literacy. We tasked ChatGPT with providing responses to 13 psychology research methods scenarios as well as to rate each of the five response options that were already developed for each scenario by the research team. ChatGPT responded in ways that would typically be regarded as displaying a high level of psychological literacy. The response options which were previously rated by two groups of Subject Matter Experts (SMEs) were then compared with ratings provided by ChatGPT. The Pearson’s correlations were very high (r’s = .73 and .80 respectively), as were the Spearman’s rhos (rho’s = .81 and .82 respectively). Kendall’s Tau were also quite high (tau’s = .67 and .68 respectively). We conclude that ChatGPT may generate responses that match SME psychological literacy in research methods, which could also generalise across multiple domains of psychological literacy.

KeywordsPsychological literacy, ChatGPT, Situational Judgement Test
Article Publishing Charge (APC) FundingOther
Contains Sensitive ContentDoes not contain sensitive content
ANZSRC Field of Research 2020399999. Other education not elsewhere classified
529999. Other psychology not elsewhere classified
Byline AffiliationsUniversity of Southern Queensland
Curtin University
Permalink -

https://research.usq.edu.au/item/z601y/comparing-chatgpt-with-experts-responses-to-scenarios-that-assess-psychological-literacy

Log in to edit

Download files

Published Version
machin-et-al-2024-comparing-chatgpt-with-experts-responses-to-scenarios-that-assess-psychological-literacy.pdf
License: CC BY-NC 4.0
File access level: Anyone

  • 54
    total views
  • 18
    total downloads
  • 1
    views this month
  • 1
    downloads this month

Export as

Related outputs

Students’ first professional placement: unravelling expectations and realities
Eastgate, Lindsay, Bialocerkowski, Andrea, Creed, Peter, Hood, Michelle, Machin, Michael Anthony, Brough, Paula and Winterbotham, Sonya. 2024. "Students’ first professional placement: unravelling expectations and realities." Education + Training. https://doi.org/10.1108/ET-07-2022-0273
A Qualitative Study on Workplace Mental Wellbeing in the Singapore Context
Yip, C.C., Machin, T. and Goh, Yong Wah. 2024. "A Qualitative Study on Workplace Mental Wellbeing in the Singapore Context." Qualitative Report: an online journal dedicated to qualitative research since 1990. 29 (7), pp. 1981-2015. https://doi.org/10.46743/2160-3715/2024.6795
Authenticity and Inauthenticity in Adolescents: A Scoping Review
Alchin, Carolyn, Machin, Tanya M., Martin, Neil and Burton, Lorelle J.. 2024. "Authenticity and Inauthenticity in Adolescents: A Scoping Review." Adolescent Research Review. 9 (2), pp. 279-315. https://doi.org/10.1007/s40894-023-00218-8
Students managing work and study role boundaries: a person-centred approach
Creed, Peter A., Hood, Michelle, Bialocerkowski, Andrea, Machin, M. Anthony, Brough, Paula, Kim, Sujin, Winterbotham, Sonya and Eastgate, Lindsay. 2023. "Students managing work and study role boundaries: a person-centred approach." Frontiers in Psychology. 14. https://doi.org/10.3389/fpsyg.2023.1116031
Better than Scrolling: Digital Detox in the Search for the Ideal Self
Vialle, Stephanie J., Machin, Tanya and Abel, Susan. 2023. "Better than Scrolling: Digital Detox in the Search for the Ideal Self." Psychology of Popular Media. https://doi.org/10.1037/ppm0000496
The impact of low socioeconomic status and primary health care access on emergency department presentations in young children in regional Queensland
McCosker, Catherine, Beccaria, Gavin, Beccaria, Lisa and Machin, Tanya. 2023. "The impact of low socioeconomic status and primary health care access on emergency department presentations in young children in regional Queensland." Journal of Paediatrics and Child Health. 59 (9), pp. 1035-1038. https://doi.org/10.1111/jpc.16450
An exploration of trolling behaviours in Australian adolescents: An online survey
Marrington, Jessica Z., March, Evita, Murray, Sarah, Jeffries, Carla, Machin, Tanya and March, Sonja. 2023. "An exploration of trolling behaviours in Australian adolescents: An online survey." PLoS One. 18 (4). https://doi.org/10.1371/journal.pone.0284378
Introduction
Beel, Nathan, Chinchen, Christine, Machin, Tanya and du Plessis, Carol. 2023. "Introduction." Beel, Nathan, Chinchen, Christine, Machin, Tanya and du Plessis, Carol (ed.) Common client issues in counselling: An Australian perspective.. Australia. University of Southern Queensland. pp. 1-11
Common Client Issues in Counselling: An Australian Perspective
Beel, Nathan, Chinchen, Christine, Machin, Tanya, du Plessis, Carol, Mullens, Amy B., Rees, Bronwyn, Purnell-Webb, Trish, Brown, Samantha, Murray, Judith, Ayre, Kay, Gilmour, John, Falcon, John, Flanagan, John, Brown, James, Krishnamoorthy, Govind, Bryce, India, Malengret, Claire, Dall'Osto, Claire and King, Deborah. Beel, Nathan, Chinchen, Christine, Machin, Tanya and du Plessis, Carol (ed.) 2023. Common Client Issues in Counselling: An Australian Perspective . University of Southern Queensland.
The ethics review and the humanities and social sciences: disciplinary distinctions in ethics review processes
Carniel, Jessica, Hickey, Andrew, Southey, Kim, Bromdal, Annette, Crowley-Cyr, Lynda, Eacersall, Douglas, Farmer, Will, Gehrmann, Richard, Machin, Tanya and Pillay, Yosheen. 2023. "The ethics review and the humanities and social sciences: disciplinary distinctions in ethics review processes." Research Ethics. 19 (2), pp. 139-156. https://doi.org/10.1177/17470161221147202
Children’s Perspectives on Emotions Informing a Child-Reported Screening Instrument
Zieschank, Kirsty L., Machin, Tanya, Day, Jamin, Ireland, Michael J. and March, Sonja. 2021. "Children’s Perspectives on Emotions Informing a Child-Reported Screening Instrument." Journal of Child and Family Studies. 30 (12), pp. 3105-3120. https://doi.org/10.1007/s10826-021-02086-z
A global experiment on motivating social distancing during the COVID-19 pandemic
Psychological Science Accelerator Self-Determination Theory Coll, A, Machin, Michael A., Machin, Tanya, Martin, Neil I. and Brownlow, Charlotte. 2022. "A global experiment on motivating social distancing during the COVID-19 pandemic." University of Adelaide. 119 (22), pp. 1-11. https://doi.org/10.1073/pnas.2111091119
Engineering the World of Work: Organizations in an Era of Constant Change
Tziner, Aharon, Bareket-Bojmel, Liad, Fein, Erich C. and Machin, M. Anthony. Tziner, Aharon, Bareket-Bojmel, Liad, Fein, Erich C. and Machin, M. Anthony (ed.) 2022. Engineering the World of Work: Organizations in an Era of Constant Change. Massachusetts, United States. Edward Elgar Publishing.
Statistics for Research Students: An Open Access Resource with Self-Tests and Illustrative Examples
Fein, Erich C., Gilmour, John, Machin, Tanya and Hendry, Liam. 2022. Statistics for Research Students: An Open Access Resource with Self-Tests and Illustrative Examples. Australia. University of Southern Queensland.
The Australian Handbook for Careers in Psychological Science
Machin, Tony, Machin, Tanya, Jeffries, Carla, Hoare, Nancey and Abel, Susan. Rowling, Samara and Andersen, Nikki (ed.) 2022. The Australian Handbook for Careers in Psychological Science. Australia. University of Southern Queensland.
Trauma-Informed School Programming: A Partnership Approach to Culturally Responsive Behavior Support
Bellamy, Tessa, Krishnamoorthy, Govind, Ayre, Kay, Berger, Emily, Machin, Tony and Rees, Bronwyn Elizabeth. 2022. "Trauma-Informed School Programming: A Partnership Approach to Culturally Responsive Behavior Support." Sustainability. 14 (7), pp. 1-17. https://doi.org/10.3390/su14073997
Student work-study boundary flexibility and relationships with burnout and study engagement
Creed, Peter A., Hood, Michelle, Brough, Paula, Bialocerkowski, Andrea, Machin, M. Anthony, Winterbotham, Sonya and Eastgate, Lindsay. 2022. "Student work-study boundary flexibility and relationships with burnout and study engagement." Journal of Education and Work. 35 (3), pp. 256-271. https://doi.org/10.1080/13639080.2022.2048250
Organisational career growth: implications for future perceived employability in students who work
Creed, Peter A., Hood, Michelle, Bagley, Louella, Brough, Paula, Bialocerkowski, Andrea, Machin, M. Anthony and Winterbotham, Sonya. 2022. "Organisational career growth: implications for future perceived employability in students who work." International Journal of Educational Research. 112, pp. 1-13. https://doi.org/10.1016/j.ijer.2022.101950
Research Methods in the Psychological Sciences
Machin, Tony and Fein, Erich. 2022. "Research Methods in the Psychological Sciences." Machin, Tony, Machin, Tanya, Jeffries, Carla and Hoare, Nancey (ed.) The Australian Handbook for Careers in Psychological Science. Toowoomba, Australia. University of Southern Queensland. pp. 57-82
A Systematic Review of Multilevel Influenced Risk-Taking in Helicopter and Small Airplane Normal Operations Operations
Harris, Matt R., Fein, Erich C. and Machin, M. Anthony. 2022. "A Systematic Review of Multilevel Influenced Risk-Taking in Helicopter and Small Airplane Normal Operations Operations." Frontiers in Public Health. 10, pp. 1-18. https://doi.org/10.3389/fpubh.2022.823276
Social Media and Technology Across the Lifespan
Machin, Tanya, Brownlow, Charlotte, Abel, Susan and Gilmour, John. Machin, Tanya, Brownlow, Charlotte, Abel, Susan and Gilmour, John (ed.) 2022. Social Media and Technology Across the Lifespan. Cham, Switzerland. Palgrave Macmillan.
Role congruence and study engagement in mature-age students: a serial indirect effects model
Creed, Peter A., Hood, Michelle, Bialocerkowski, Andrea, Machin, M. Anthony, Brough, Paula, Bagley, Louella, Winterbotham Sonya and Eastgate, Lindsay. 2022. "Role congruence and study engagement in mature-age students: a serial indirect effects model." Journal of Education and Work. 35 (6-7), pp. 735-750. https://doi.org/10.1080/13639080.2022.2126967
Correction to: Children’s Perspectives on Emotions Informing a Child-Reported Screening Instrument
Zieschank, Kirsty L., Machin, Tanya, Day, Jamin, Ireland, Michael J. and March, Sonja. 2022. "Correction to: Children’s Perspectives on Emotions Informing a Child-Reported Screening Instrument ." Journal of Child and Family Studies. 31 (1), p. 336. https://doi.org/10.1007/s10826-021-02138-4
The Effects of Facebook-based Social Support on Health Across Metropolitan and Regional Australians
Gilmour, John, Jeffries, Carla, Machin, Tanya and Brownlow, Charlotte. 2022. "The Effects of Facebook-based Social Support on Health Across Metropolitan and Regional Australians." Machin, Tanya, Brownlow, Charlotte, Abel, Susan and Gilmour, John (ed.) Social Media and Technology Across the Lifespan. Cham, Switzerland. Palgrave Macmillan. pp. 97-114
Beyond criticism of ethics review boards: strategies for engaging research communities and enhancing ethical review processes
Hickey, Andrew, Davis, Samantha, Farmer, Will, Dawidowicz, Julianna, Moloney, Clint, Lamont-Mills, Andrea, Carniel, Jess, Pillay, Yosheen, Akenson, David, Bromdal, Annette, Gehrmann, Richard, Mills, Dean, Kolbe-Alexander, Tracy, Machin, Tanya, Reich, Suzanne, Southey, Kim, Crowley-Cyr, Lynda, Watanabe, Taiji, Davenport, Josh, ..., Maxwell, Jacinta. 2021. "Beyond criticism of ethics review boards: strategies for engaging research communities and enhancing ethical review processes." Journal of Academic Ethics. 20, pp. 549-567. https://doi.org/10.1007/s10805-021-09430-4
Why it pays to be nice: the impact of civil and uncivil behaviours on job satisfaction, engagement, psychological strain, and job turnover
Fogarty, Gerard J., Machin, Tony M., Sankey, Kim and Goh, Hong Eng. 2013. "Why it pays to be nice: the impact of civil and uncivil behaviours on job satisfaction, engagement, psychological strain, and job turnover." 10th Industrial and Organisational Psychology Conference (IOP 2013). Perth, Australia 03 - 06 Jul 2013 Melbourne, Australia.
Developing a measure of respectful workplaces
Fogarty, Gerard J. and Machin, Tony M.. 2011. Developing a measure of respectful workplaces. Toowoomba, Australia. Unpublished.
Parental Experiences of Engaging With the National Disability Insurance Scheme for Their Children: A Systematic Literature Review
Russo, Fiona, Brownlow, Charlotte and Machin, Tanya. 2021. "Parental Experiences of Engaging With the National Disability Insurance Scheme for Their Children: A Systematic Literature Review." Journal of Disability Policy Studies. 32 (2), pp. 67-75. https://doi.org/10.1177/1044207320943607
Social media, rituals, and long-distance family relationship maintenance: A mixed-methods systematic review
Abel, Susan, Machin, Tanya and Brownlow, Charlotte. 2021. "Social media, rituals, and long-distance family relationship maintenance: A mixed-methods systematic review." New Media and Society. 23 (3), pp. 632-654. https://doi.org/10.1177/1461444820958717
Threat and opportunity: the impact of social inclusion and likeability on anonymous feedback, self-esteem, and belonging
Machin, Tanya M. and Jeffries, Carla H.. 2017. "Threat and opportunity: the impact of social inclusion and likeability on anonymous feedback, self-esteem, and belonging." Personality and Individual Differences. 115, pp. 1-6. https://doi.org/10.1016/j.paid.2016.11.055
Psychological Literacy: What Is It and How Do We Measure It?
Machin, M. Anthony and Machin, Tanya M.. 2019. "Psychological Literacy: What Is It and How Do We Measure It?" Baker, Suzanne (ed.) 126th Annual American Psychological Association Convention (APA 2018). San Francisco, United States 09 - 12 Aug 2018 Washington, D.C., United States.
Identification of stress impact on personality density distributions
Lys, Brendan, Tao, Xiaohui, Machin, Tony, Zhang, Ji and Zhong, Ning. 2019. "Identification of stress impact on personality density distributions." Liang, Peipeng, Goel, Vinod and Shan, Chunlei (ed.) 12th International Conference on Brain Informatics (BI 2019). Haikou, China 13 - 15 Dec 2019 Cham, Switzerland. Springer. https://doi.org/10.1007/978-3-030-37078-7_26
The impact of a Student vs Worker identity on work-study conflict and facilitation in university students
Machin, Tony, Winterbotham, Sonya, Creed, Peter, Hood, Michelle, Brough, Paula, Bialocerkowski, Andrea and Eastgate, Lindsay. 2019. "The impact of a Student vs Worker identity on work-study conflict and facilitation in university students." Nelson, Karen and Field, Rachael (ed.) 5th Students Transitions Achievement Retention & Success Conference (STARS 2019). Melbourne, Australia 07 - 10 Jul 2019
Improving online student feelings of support and sense of belonging by interaction alerts
Machin, Tanya and Jeffries, Carla. 2019. "Improving online student feelings of support and sense of belonging by interaction alerts." 2019 Australian Psychology Learning and Teaching Conference (AUSPLAT 2019). Melbourne, Australia 13 - 15 Sep 2019 Melbourne, Australia.
The development of an online e-course in human research ethics
Machin, Tanya, Brownlow, Charlotte and Jackson, Annmaree. 2019. "The development of an online e-course in human research ethics." 2019 Australian Psychology Learning and Teaching Conference (AUSPLAT 2019). Melbourne, Australia 13 - 15 Sep 2019 Melbourne, Australia.
Understanding the cues and strategies counsellors use to develop rapport with clients through telephone counselling
Phillip, Karen, Beel, Nathan and Machin, Tanya. 2020. "Understanding the cues and strategies counsellors use to develop rapport with clients through telephone counselling." Psychotherapy and Counselling Journal of Australia. 8 (1), pp. 1-9. https://doi.org/10.59158/001c.71253
Experiencing the Journey Together: The Role of Social Support during the Doctorate
Machin, Tanya, M. and Parsons-Smith, Renee L.. 2019. "Experiencing the Journey Together: The Role of Social Support during the Doctorate." Machin, Tanya, M., Clara, Marc and Danaher, Patrick Alan (ed.) Traversing the Doctorate: Reflections and Strategies from Students, Supervisors and Administrators. Cham, Switzerland. Springer. pp. 269-285
Child development a cultural approach. Australian and New Zealand edition
Arnett, Jeffrey, Maynard, Ashley E., Brownlow, Charlotte, Chapin, Laurie and Machin, Tanya. 2020. Child development a cultural approach. Australian and New Zealand edition. Melbourne, Australia. Pearson Australia Group.
Online privacy for psychologists
Machin, Tanya and Brownlow, Charlotte. 2018. "Online privacy for psychologists." Australian Psychological Society Congress 2018. Sydney, Australia 27 - 30 Sep 2018 Australia.
Facebook-Based Social Support and Health: A Systematic Review
Gilmour, John, Machin, Tanya, Brownlow, Charlotte, Jeffries, Carla, Gilmour, John, Machin, Tanya, Brownlow, Charlotte and Jeffries, Carla. 2020. Facebook-Based Social Support and Health: A Systematic Review. United States. https://doi.org/10.1037/ppm0000246
Traversing the doctorate: situating scholarship and identifying issues
Machin, Tanya M., Clara, Marc and Danaher, Patrick Alan. 2019. "Traversing the doctorate: situating scholarship and identifying issues." Machin, Tanya M., Clara, Marc and Danaher, Patrick Alan (ed.) Traversing the doctorate: reflections and strategies from students, supervisors and administrators. Cham, Switzerland. Palgrave Macmillan. pp. 1-12
The marriage of psychology and law: testamentary capacity
Zuscak, Simon, Coyle, Ian, Keyzer, Patrick and Machin, M. Anthony. 2019. "The marriage of psychology and law: testamentary capacity." Psychiatry Psychology and Law. 26 (4), pp. 614-643. https://doi.org/10.1080/13218719.2018.1557506
Support, socialise and advocate: An exploration of the stated purposes of Facebook autism groups
Abel, Susan, Machin, Tanya and Brownlow, Charlotte. 2019. "Support, socialise and advocate: An exploration of the stated purposes of Facebook autism groups." Research in Autism Spectrum Disorders. 61, pp. 10-21. https://doi.org/10.1016/j.rasd.2019.01.009
Children and social media
Machin, Tanya and Abel, Susan. 2022. "Children and social media." Childhood Studies. 25 April 2022, pp. 1-2. https://doi.org/10.1093/OBO/9780199791231-0198
Internet research and the implications for ethical research practice
Jackson, Annmare, Brownlow, Charlotte and Machin, Tanya. 2016. "Internet research and the implications for ethical research practice." Australasian Ethics Network Conference (AEN 2016). Adelaide, Australia 23 - 25 Nov 2016 Adelaide, South Australia.
A case study of designing artificial Facebook pages: a new approach to online research [Online case study]
Machin, Tanya M, Brownlow, Charlotte and Jeffries, Carla H. 2018. "A case study of designing artificial Facebook pages: a new approach to online research [Online case study]." Sage Research Methods. https://doi.org/10.4135/9781526435095
Understanding the autistic individual: a practical guide to discourse analysis
Brownlow, Charlotte, O'Dell, Lindsay and Machin, Tanya. 2017. "Understanding the autistic individual: a practical guide to discourse analysis." O'Reilly, Michelle, Lester, Jessica Nina and Muskett, Tom (ed.) A practical guide to social interaction research in autism spectrum disorders. London, United Kingdom. Palgrave Macmillan. pp. 141-165
Work intensification, work–life interference, stress, and well-being in Australian workers
Fein, Erich C., Skinner, Natalie and Machin, M. Anthony. 2017. "Work intensification, work–life interference, stress, and well-being in Australian workers." International Studies of Management and Organization. 47 (4), pp. 360-371. https://doi.org/10.1080/00208825.2017.1382271
Identification and description of novel mood profile clusters
Parsons-Smith, Renee L., Terry, Peter C. and Machin, M. Anthony. 2017. "Identification and description of novel mood profile clusters." Frontiers in Psychology. 8, pp. 1-13. https://doi.org/10.3389/fpsyg.2017.01958
Restoration of organisational climate: an advanced (in)civility model and measure of experienced, instigated and observed workplace incivility
Smith, D., Dearman, D., Machin, M. A. and Beccaria, G.. 2017. "Restoration of organisational climate: an advanced (in)civility model and measure of experienced, instigated and observed workplace incivility." European Association of Work and Organizational Psychology 2017: Enabling Change Through Work and Organizational Psychology: Opportunities and Challenges for Research and Practice.. Dublin, Ireland 17 - 20 May 2017 Ireland.
Self-determined leadership and motivation: relating two European constructs of engaging leadership and six dimensions of employee work motivation
Smith, D., Machin, M. A., Schaufeli, W. and Alban-Metcalfe, J.. 2017. "Self-determined leadership and motivation: relating two European constructs of engaging leadership and six dimensions of employee work motivation." European Association of Work and Organizational Psychology 2017: Enabling Change Through Work and Organizational Psychology: Opportunities and Challenges for Research and Practice.. Dublin, Ireland 17 - 20 May 2017 Ireland.
The Organisational Socio-Ecological (In)Civility Model: framing multilevel (in)civility effects on employees within organisational climate and culture
Smith, D., Machin, M. A. and Beccaria, G.. 2017. "The Organisational Socio-Ecological (In)Civility Model: framing multilevel (in)civility effects on employees within organisational climate and culture." European Association of Work and Organizational Psychology 2017: Enabling Change Through Work and Organizational Psychology: Opportunities and Challenges for Research and Practice.. Dublin, Ireland 17 - 20 May 2017 Ireland.
Respectful workplace dimensions mediating relations between engaging leadership and employee outcomes
Machin, Tony, Dearman, Dale and Smith, David. 2017. "Respectful workplace dimensions mediating relations between engaging leadership and employee outcomes." 12th International Conference on Occupational Stress and Health. Minneapolis, MN, United States 07 - 10 Jun 2017 Washington DC, United States.
Relations between dimensions of empowering leadership and multidimensional work motivation
Machin, M. Anthony, James, Megan and Silcox, Amber. 2015. "Relations between dimensions of empowering leadership and multidimensional work motivation." 11th International Conference on Occupational Stress and Health: Sustainable Work, Sustainable Health, Sustainable Organizations 2015. Atlanta, United States 06 - 09 May 2015
Profile clusters of mood responses
Parsons-Smith, Renee L., Terry, Peter C. and Machin, Tony. 2014. "Profile clusters of mood responses." 28th International Congress of Applied Psychology: From Crisis to Sustainable Well-Being (ICAP 2014). Paris, France 08 - 13 Jul 2014 Paris, France.
From ‘likes’ to unfriending: the need to belong and relational information on Facebook
Machin, Tanya M.. 2016. From ‘likes’ to unfriending: the need to belong and relational information on Facebook. PhD Thesis Doctor of Philosophy. University of Southern Queensland.
Maximising retention of nurses: Australian evidence
Hannigan, Delphine, Patrick, Jeff and Machin, Anthony. 2016. Maximising retention of nurses: Australian evidence. United States. Chamber & Row.
Analysing the role of job, interpersonal, and personal affective resources in alleviating anxiety and depression at work
Machin, T. and Slack-Smith, J.. 2015. "Analysing the role of job, interpersonal, and personal affective resources in alleviating anxiety and depression at work." 50th Australian Psychological Society Annual Conference (APS 2015): Celebrating the Past, Looking Toward the Future. Gold Coast, Australia 29 Sep - 02 Oct 2015
To 'like' or not to 'like': a thematic analysis of social cues on Facebook
Machin, T., Jeffries, C. and Brownlow, C.. 2015. "To 'like' or not to 'like': a thematic analysis of social cues on Facebook." 50th Australian Psychological Society Annual Conference (APS 2015): Celebrating the Past, Looking Toward the Future. Gold Coast, Australia 29 Sep - 02 Oct 2015 Australia.
Threat and opportunity: the impact of social inclusion and feedback recipient likeability on feedback, self-esteem and belonging
Machin, T. M. and Jeffries, C. H.. 2013. "Threat and opportunity: the impact of social inclusion and feedback recipient likeability on feedback, self-esteem and belonging." 48th Australian Psychological Society Annual Conference (APS 2013): Psychology for a Healthy Nation. Cairns, Australia 08 - 12 Oct 2013 Australia.
Motives for Facebook use in an Australian sample
Machin, Tanya M., Jeffries, Carla H. and Machin, M. Anthony. 2014. "Motives for Facebook use in an Australian sample." Society of Australasian Social Psychologists Conference (SASP 2014). Canberra, Australia 10 - 12 Apr 2014 Australia.
The impact of workplace incivility on the satisfaction of basic needs: the role of past experience
Machin, M. A. and Jeffries, C. H.. 2013. "The impact of workplace incivility on the satisfaction of basic needs: the role of past experience." 48th Australian Psychological Society Annual Conference (APS 2013): Psychology for a Healthy Nation. Cairns, Australia 08 - 12 Oct 2013 Melbourne, Australia.
Combining survey and database technologies in support of a safety climate improvement strategy
Fogarty, Gerard J. and Machin, M. Anthony. 2008. "Combining survey and database technologies in support of a safety climate improvement strategy." Murphy, Peter J., Fogarty, Gerard J. and Swann, Jamie (ed.) 49th Annual Conference of the International Military Testing Association. Gold Coast, Australia 08 - 12 Oct 2007 Canberra, Australia.
Employee participation in non-mandatory professional development – the role of core proactive motivation processes
Sankey, Kim S. and Machin, M. Anthony. 2014. "Employee participation in non-mandatory professional development – the role of core proactive motivation processes." International Journal of Training and Development. 18 (4), pp. 241-255. https://doi.org/10.1111/ijtd.12036
Psychological wellbeing and the diathesis-stress hypothesis model: the role of psychological functioning and quality of relations in promoting subjective well-being in a life events study
Burns, Richard Andrew and Machin, Michael Anthony. 2013. "Psychological wellbeing and the diathesis-stress hypothesis model: the role of psychological functioning and quality of relations in promoting subjective well-being in a life events study." Personality and Individual Differences. 54 (3), pp. 321-326. https://doi.org/10.1016/j.paid.2012.09.017
Combining theory, survey methodology, and database technologies in support of an organisational climate improvement strategy research
Fogarty, Gerard J. and Machin, Tony. 2013. "Combining theory, survey methodology, and database technologies in support of an organisational climate improvement strategy research." Lacey, Ron (ed.) Advances in organisational research methods and analysis, Australia. New York, United States. Chamber & Row. pp. 86-98
Metadata in organisational surveys
Machin, Tony. 2013. "Metadata in organisational surveys." Lacey, Ron (ed.) Advances in organisational research methods and analysis. New York, United States. Chamber & Row. pp. 74-85
Employee and workplace well-being: a multi-level analysis of teacher personality and organizational climate in Norwegian teachers from rural, urban and city schools
Burns, Richard Andrew and Machin, Michael Anthony. 2013. "Employee and workplace well-being: a multi-level analysis of teacher personality and organizational climate in Norwegian teachers from rural, urban and city schools." Scandinavian Journal of Educational Research. 57 (3), pp. 309-324. https://doi.org/10.1080/00313831.2012.656281
Understanding how the satisfaction of basic needs predicts motivation to participate in development opportunities
Machin, T.. 2011. "Understanding how the satisfaction of basic needs predicts motivation to participate in development opportunities." Byrne, Don (ed.) 46th Australian Psychological Society Annual Conference 2011. Canberra, Australia 04 - 08 Oct 2011 Melbourne, Australia.
Moving beyond the pleasure principle: within and between-occasion effects of employee eudaimonia within a school organizational climate context
Burns, Richard Andrew and Machin, Michael Anthony. 2012. "Moving beyond the pleasure principle: within and between-occasion effects of employee eudaimonia within a school organizational climate context." Journal of Vocational Behavior. 80 (1), pp. 118-128. https://doi.org/10.1016/j.jvb.2011.04.007
Developing and implementing an action-oriented staff survey: Queensland Health and the 'Better Workplaces' initiative
Jury, Ceri, Machin, M. Anthony, Phillips, Jan, Goh, Hong Eng, Olsen, Shaney P. and Patrick, Jeff. 2009. "Developing and implementing an action-oriented staff survey: Queensland Health and the 'Better Workplaces' initiative." Australian Health Review. 33 (3), pp. 365-370. https://doi.org/10.1071/AH090365
Perceptions of training-related factors and personal variables as predictors of transfer implementation intentions
Machin, M. Anthony and Fogarty, Gerard J.. 2003. "Perceptions of training-related factors and personal variables as predictors of transfer implementation intentions." Journal of Business and Psychology. 18 (1), pp. 51-71. https://doi.org/10.1023/A:1025082920860
The role of satisfaction with occupational status, neuroticism, financial strain and categories of experience in predicting mental health in the unemployed
Creed, Peter A., Muller, Juanita J. and Machin, M. Anthony. 2001. "The role of satisfaction with occupational status, neuroticism, financial strain and categories of experience in predicting mental health in the unemployed." Personality and Individual Differences. 30 (3), pp. 435-447. https://doi.org/10.1016/S0191-8869(00)00035-0
Understanding the differential benefits of training for the unemployed
Machin, M. Anthony and Creed, Peter A.. 2003. "Understanding the differential benefits of training for the unemployed." Australian Journal of Psychology. 55 (2), pp. 104-113. https://doi.org/10.1080/00049530412331312964
Planning, managing, and optimizing transfer of training
Machin, M. Anthony. 2002. "Planning, managing, and optimizing transfer of training." Kraiger, Kurt (ed.) Creating, implementing, and managing effective training and development. San Francisco, United States. John Wiley & Sons. pp. 263-301
Evaluating a fatigue management training program for coach drivers
Machin, M. Anthony. 2003. "Evaluating a fatigue management training program for coach drivers." Dorn, Lisa (ed.) Driver behaviour and training. Aldershot, UK. Ashgate Publishing Limited. pp. 75-83
Factors influencing young drivers' risk perceptions and speeding behaviour
Machin, M. Anthony and Sankey, Kim S.. 2006. "Factors influencing young drivers' risk perceptions and speeding behaviour." King, Mark (ed.) Australasian Road Safety Research, Policing and Education Conference (2006). Gold Coast, Australia 25 - 27 Oct 2006 Gold Coast, Qld.
Understanding the unique contribution of aversion to risk taking in predicting drivers' self-reported speeding
Machin, M. Anthony and Plint, Janna E.. 2010. "Understanding the unique contribution of aversion to risk taking in predicting drivers' self-reported speeding." Dorn, Lisa (ed.) Driver behaviour and training. volume 4. Surrey, United Kingdom. Ashgate Publishing Limited. pp. 61-73
The impact of reemployment on access to the latent and manifest benefits of employment and mental health
Hoare, P. Nancey and Machin, M. Anthony. 2010. "The impact of reemployment on access to the latent and manifest benefits of employment and mental health." Journal of Occupational and Organizational Psychology. 83 (3), pp. 759-770. https://doi.org/10.1348/096317909X472094
The role of climate for transfer of training and intrinsic benefits in explaining employees' motivation to attend voluntary professional development activities
Sankey, Kim S. and Machin, M. Anthony. 2010. "The role of climate for transfer of training and intrinsic benefits in explaining employees' motivation to attend voluntary professional development activities." Mrowinski, Vicky, Kyrios, Michael and Voudouris, Nicholas (ed.) 27th International Congress of Applied Psychology (ICAP 2010). Melbourne, Australia 11 - 16 Jul 2010 Melbourne, Australia.
Examining the validity of driver prototypes using driving-specific measures of personality and coping
Machin, M. Anthony. 2010. "Examining the validity of driver prototypes using driving-specific measures of personality and coping." Mrowinski, Vicky, Kyrios, Michael and Voudouris, Nicholas (ed.) 27th International Congress of Applied Psychology (ICAP 2010). Melbourne, Australia 11 - 16 Jul 2010 Melbourne, Australia.
A structural model linking commitment to organizational change and change success
Machin, M. Anthony and Fogarty, Gerard J.. 2010. "A structural model linking commitment to organizational change and change success." Mrowinski, Vicky, Kyrios, Michael and Voudouris, Nicholas (ed.) 27th International Congress of Applied Psychology (ICAP 2010). Melbourne, Australia 11 - 16 Jul 2010 Melbourne, Australia.
The impact of ageing on capacity for and decisions about driving
Machin, M. Anthony and Dorn, Lisa. 2010. "The impact of ageing on capacity for and decisions about driving." Mrowinski, Vicky, Kyrios, Michael and Voudouris, Nicholas (ed.) 27th International Congress of Applied Psychology (ICAP 2010). Melbourne, Australia 11 - 16 Jul 2010 Melbourne, Australia.
Examining the validity of the problem solving inventory in Australia
Beccaria, Gavin and Machin, M. Anthony. 2010. "Examining the validity of the problem solving inventory in Australia." Mrowinski, Vicky, Kyrios, Michael and Voudouris, Nicholas (ed.) 27th International Congress of Applied Psychology (ICAP 2010). Melbourne, Australia 11 - 16 Jul 2010 Melbourne, Australia.
Establishing links between organizational climate, employee well-being and historical patient outcomes
Machin, T., Goh, H. E., Patrick, J. and Jury, C.. 2010. "Establishing links between organizational climate, employee well-being and historical patient outcomes." Mrowinski, Vicky, Kyrios, Michael and Voudouris, Nicholas (ed.) 27th International Congress of Applied Psychology (ICAP 2010). Melbourne, Australia 11 - 16 Jul 2010 Melbourne, Australia.
Improving employee engagement, well-being and performance: new tools, interventions, and solutions
Machin, M. Anthony and Fogarty, Gerard J.. 2010. "Improving employee engagement, well-being and performance: new tools, interventions, and solutions." Mrowinski, Vicky, Kyrios, Michael and Voudouris, Nicholas (ed.) 27th International Congress of Applied Psychology (ICAP 2010). Melbourne, Australia 11 - 16 Jul 2010 Melbourne, Australia.
Identifying gender differences in the independent effects of personality and psychological well-being on two broad affect components of subjective well-being
Burns, R. A. and Machin, M. A.. 2010. "Identifying gender differences in the independent effects of personality and psychological well-being on two broad affect components of subjective well-being." Personality and Individual Differences. 48 (1), pp. 22-27. https://doi.org/10.1016/j.paid.2009.08.007
Predicting job satisfaction and depression at work: how important are work-related factors?
Machin, M. Anthony. 2009. "Predicting job satisfaction and depression at work: how important are work-related factors?" Voudouris, Nicholas and Mrowinski, Vicky (ed.) 44th Australian Psychological Society Annual Conference 2009. Darwin, Australia 30 Sep - 04 Oct 2009 Melbourne, Australia.
The importance of psychological well-being in organisational settings: moving beyond the pleasure principle
Burns, Richard A. and Machin, M. Anthony. 2009. "The importance of psychological well-being in organisational settings: moving beyond the pleasure principle." Voudouris, Nicholas and Mrowinski, Vicky (ed.) 44th Australian Psychological Society Annual Conference 2009. Darwin, Australia 30 Sep - 04 Oct 2009 Melbourne, Australia.
Social problem-solving skills and mental health: a comparison of undergraduate cohorts
Beccaria, Gavin, Lee, Edna and Machin, M. Anthony. 2009. "Social problem-solving skills and mental health: a comparison of undergraduate cohorts." Voudouris, Nicholas and Mrowinski, Vicky (ed.) 44th Australian Psychological Society Annual Conference 2009. Darwin, Australia 30 Sep - 04 Oct 2009 Melbourne, Australia.
Some implications of the psychological experience of unemployment
Hoare, P. Nancey and Machin, M. Anthony. 2009. "Some implications of the psychological experience of unemployment." Australian Journal of Career Development. 18 (3), pp. 57-61.
Predicting employees' commitment to and support for organisational change
Machin, M. Anthony, Fogarty, Gerard J. and Bannon, Steven F.. 2009. "Predicting employees' commitment to and support for organisational change." Australian and New Zealand Journal of Organisational Psychology. 2 (1), pp. 10-18. https://doi.org/10.1375/ajop.2.1.10
Relationships between young drivers' personality characteristics, risk perceptions, and driving behaviour
Machin, M. Anthony and Sankey, Kim S.. 2008. "Relationships between young drivers' personality characteristics, risk perceptions, and driving behaviour." Accident Analysis and Prevention. 40 (2), pp. 541-547. https://doi.org/10.1016/j.aap.2007.08.010
The role of workload and driver coping styles in predicting bus drivers' need for recovery, positive and negative affect, and physical symptoms
Machin, M. Anthony and Hoare, P. Nancey. 2008. "The role of workload and driver coping styles in predicting bus drivers' need for recovery, positive and negative affect, and physical symptoms." Anxiety, Stress and Coping. 21 (4), pp. 359-375. https://doi.org/10.1080/10615800701766049
Personal effectiveness training for unemployed people: where to now?
Creed, Peter A., Machin, M. Anthony and Nicholls, Pat. 1998. "Personal effectiveness training for unemployed people: where to now?" Australian Journal of Career Development. 7 (1), pp. 30-34.
Investigating the structural validity of Ryff's psychological well-being scales across two samples
Burns, Richard A. and Machin, M. Anthony. 2009. "Investigating the structural validity of Ryff's psychological well-being scales across two samples." Social Indicators Research: an international and interdisciplinary journal for quality-of-life measurement. 93 (2), pp. 359-375. https://doi.org/10.1007/s11205-008-9329-1
The impact of informal social support on individual morale, distress, and satisfaction
Beccaria, Gavin and Machin, M. Anthony. 2007. "The impact of informal social support on individual morale, distress, and satisfaction." Moore, Kate (ed.) 42nd Australian Psychological Society Annual Conference 2007. Brisbane, Australia 25 - 29 Sep 2007 Melbourne, Australia.
Predicting absenteeism and turnover intentions in the health professions
Albion, Majella J., Fogarty, Gerard J., Machin, M. Anthony and Patrick, Jeff. 2008. "Predicting absenteeism and turnover intentions in the health professions." Australian Health Review. 32 (2), pp. 271-281. https://doi.org/10.1071/AH080271
Re-evaluating our conception of well-being in an organisational setting
Burns, Richard A. and Machin, M. Anthony. 2007. "Re-evaluating our conception of well-being in an organisational setting." Dollard, Maureen, Winefield, Tony, Tuckey, M. and Winwood, P. (ed.) IOP 2007: Better Work. Better Organisations. Better World. Adelaide, Australia 28 Jun - 01 Jul 2007 Melbourne, Australia.
Attributes of immediate supervisor in promoting trust with employees in a public sector organisation
Goh, Hong Eng, Machin, M. Anthony and Patrick, Jeff. 2007. "Attributes of immediate supervisor in promoting trust with employees in a public sector organisation." Dollard, M., Winefield, T., Tuckey, M. and Winwood, P. (ed.) 7th Industrial & Organisational Psychology Conference and 1st Asia Pacific Congress on Work and Organisational Psychology. Adelaide, Australia 28 Jun - 01 Jul 2007 Melbourne, Australia.
Testing a model of the predictors of change success
Machin, M. Anthony and Albion, Majella J.. 2007. "Testing a model of the predictors of change success." Dollard, M., Winefield, T., Tuckey, M. and Winwood, P. (ed.) 7th Industrial & Organisational Psychology Conference and 1st Asia Pacific Congress on Work and Organisational Psychology. Adelaide, Australia 28 Jun - 01 Jul 2007 Melbourne, Australia.
Understanding the process of transfer of training in the workplace
Machin, M. Anthony. 1999. Understanding the process of transfer of training in the workplace. PhD Thesis Doctor of Philosophy. University of Southern Queensland.
Improving mental health status and coping abilities for long-term unemployed youth using cognitive-behaviour therapy based training interventions
Creed, Peter A., Machin, Michael Anthony and Hicks, Richard E.. 1999. "Improving mental health status and coping abilities for long-term unemployed youth using cognitive-behaviour therapy based training interventions." Journal of Organizational Behavior. 20 (6), pp. 963-978. https://doi.org/10.1002/(SICI)1099-1379(199911)20:6<963::AID-JOB916>3.0.CO;2-D
Behavioural plasticity and mental health outcomes for long-term unemployed attending occupational training programmes
Creed, P. A., Hicks, R. E. and Machin, M. A.. 1998. "Behavioural plasticity and mental health outcomes for long-term unemployed attending occupational training programmes." Journal of Occupational and Organizational Psychology. 71 (2), pp. 171-191.
The effects of self-efficacy, motivation to transfer, and situational constraints on transfer intentions and transfer of training
Machin, Michael A. and Fogarty, Gerard J.. 1997. "The effects of self-efficacy, motivation to transfer, and situational constraints on transfer intentions and transfer of training." Performance Improvement Quarterly. 10 (2), pp. 98-115.
Examining a non-prescriptive approach to fatigue management in coach drivers
Machin, M. A.. 2003. "Examining a non-prescriptive approach to fatigue management in coach drivers." Reddy, P., Langan-Fox, J. and Code, S. (ed.) 5th Australian Industrial and Organisational Psychology Conference 2003: Advancing Creative Solutions in Science and Practice. Melbourne, Australia 26 - 29 Jun 2003 Melbourne, Australia.
Introducing the latent and manifest benefits of employment (LAMB) scale
Muller, J. J., Creed, P. A., Waters, L. and Machin, M. A.. 2003. "Introducing the latent and manifest benefits of employment (LAMB) scale." Reddy, P., Langan-Fox, J. and Code, S. (ed.) 5th Australian Industrial and Organisational Psychology Conference 2003: Advancing Creative Solutions in Science and Practice. Melbourne, Australia 26 - 29 Jun 2003 Melbourne,Australia.
Predicting health outcomes and safety behaviour in taxi drivers
Machin, M. A. and De Souza, J. M. D.. 2003. "Predicting health outcomes and safety behaviour in taxi drivers." Reddy, P., Langan-Fox, J. and Code, S. (ed.) 5th Australian Industrial and Organisational Psychology Conference 2003: Advancing Creative Solutions in Science and Practice. Melbourne, Australia 26 - 29 Jun 2003 Melbourne, Australia.
The influence of psychological factors on pre-employment activities in the unemployed
Hoare, P. N. and Machin, M. A.. 2003. "The influence of psychological factors on pre-employment activities in the unemployed." Reddy, P., Langan-Fox, J. and Code, S. (ed.) 5th Australian Industrial and Organisational Psychology Conference 2003: Advancing Creative Solutions in Science and Practice. Melbourne, Australia 26 - 29 Jun 2003 Melbourne, Australia.
Developing a performance model for express coach drivers as a basis for selection
Kellett, S. M. and Machin, M. A.. 1999. "Developing a performance model for express coach drivers as a basis for selection." Crassini, B. (ed.) 3rd Australian Industrial and Organisational Psychology Conference 1999. Brisbane, Australia 26 - 27 Jun 1999 Melbourne, Australia.
The influence of transfer climate and transfer enhancement activities on the implementation of aviation team training
Machin, M. A. and Fogarty, G. J.. 1999. "The influence of transfer climate and transfer enhancement activities on the implementation of aviation team training." Crassini, B. (ed.) 3rd Australian Industrial and Organisational Psychology Conference 1999. Brisbane, Australia 26 - 27 Jun 1999 Melbourne, Australia.
Multidimensional properties of the access to categories of experience scale
Creed, Peter A. and Machin, M. Anthony. 2003. "Multidimensional properties of the access to categories of experience scale." European Journal of Psychological Assessment. 19 (2), pp. 85-91. https://doi.org/10.1027//1015-5759.19.2.85
Predicting occupational strain and job satisfaction: the role of stress, coping, personality, and affectivity variables
Fogarty, Gerard J., Machin, M. Anthony, Albion, Majella J., Sutherland, Lynette F., Lalor, Gabrielle I. and Revitt, Susan. 1999. "Predicting occupational strain and job satisfaction: the role of stress, coping, personality, and affectivity variables." Journal of Vocational Behavior. 54 (3), pp. 429-452. https://doi.org/10.1006/jvbe.1998.1670
Predicting performance on a situational judgement test: the role of communication skills, listening skills, and expertise
Strahan, Jeanne, Fogarty, Gerard J. and Machin, M. Anthony. 2005. "Predicting performance on a situational judgement test: the role of communication skills, listening skills, and expertise." Katsikitis, Mary (ed.) 40th Australian Psychological Society Annual Conference 2005. Melbourne, Australia 28 Sep - 02 Oct 2005 Melbourne, Australia.
The development and preliminary testing of a scale to measure the latent and manifest benefits of employment
Muller, Juanita J., Creed, Peter A., Waters, Lea E. and Machin, M. Anthony. 2005. "The development and preliminary testing of a scale to measure the latent and manifest benefits of employment." European Journal of Psychological Assessment. 21 (3), pp. 191-198. https://doi.org/10.1027/1015-5759.21.3.191
The relationship of work support and work demands to individual outcomes and absenteeism of rural nurses
Machin, M. Anthony, Fogarty, Gerard J. and Albion, Majella J.. 2004. "The relationship of work support and work demands to individual outcomes and absenteeism of rural nurses." 36th Australian Psychological Society Annual Conference. Adelaide, Australia 21 - 24 Sep 2001
Assessing the antecedents of transfer intentions in a training context
Machin, M. Anthony and Fogarty, Gerard J.. 2004. "Assessing the antecedents of transfer intentions in a training context." International Journal of Training and Development. 8 (3), pp. 222-236.
Predicting health outcomes and safety behaviour in taxi drivers
Machin, M. Anthony and De Souza, Jillian M. D.. 2004. "Predicting health outcomes and safety behaviour in taxi drivers." Transportation Research Part F: Traffic Psychology and Behaviour. 7 (4-5), pp. 257-270. https://doi.org/10.1016/j.trf.2004.09.004
Maintaining well-being during unemployment: the role of the latent benefits of employment
Hoare, P. Nancey and Machin, M. Anthony. 2006. "Maintaining well-being during unemployment: the role of the latent benefits of employment." Australian Journal of Career Development. 15 (1), pp. 19-27.
Predictors of coach drivers' safety behaviour and health status
Machin, M. Anthony. 2005. "Predictors of coach drivers' safety behaviour and health status." Dorn, Lisa (ed.) 2nd International Conference in Driver Behaviour and Training. Edinburgh, Scotland 15 - 17 Nov 2005 Aldershot, United Kingdom.
Self-esteem, affectivity, and deprivation: predictors of well-being in the unemployed
Hoare, Patricia Nancey and Machin, M. Anthony. 2004. "Self-esteem, affectivity, and deprivation: predictors of well-being in the unemployed." Katsikitis, Mary (ed.) 39th Australian Psychological Society Annual Conference 2004. Sydney, Australia 29 Sep - 03 Oct 2004 Melbourne, Australia.
Predictors of motivation to learn when training is mandatory
Machin, M. Anthony and Treloar, Cherylee A.. 2004. "Predictors of motivation to learn when training is mandatory." Katsikitis, Mary (ed.) 39th Australian Psychological Society Annual Conference 2004. Sydney, Australia 29 Sep - 03 Oct 2004 Melbourne, Australia.
Australian public sector employees' commitment to organisational change
Machin, M. Anthony and Bannon, Steven F.. 2005. "Australian public sector employees' commitment to organisational change." Katsikitis, Mary (ed.) 40th Australian Psychological Society Annual Conference 2005. Melbourne, Australia 28 Sep - 02 Oct 2005 Melbourne, Australia.
Benchmarking occupational stressors and strain levels for rural nurses and other health sector workers
Albion, Majella J., Fogarty, Gerard J. and Machin, M. Anthony. 2005. "Benchmarking occupational stressors and strain levels for rural nurses and other health sector workers." Journal of Nursing Management. 13 (5), pp. 411-418. https://doi.org/10.1111/j.1365-2834.2005.00538.x