Statistics for Research Students: An Open Access Resource with Self-Tests and Illustrative Examples

Textbook

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.
Book Title

Statistics for Research Students: An Open Access Resource with Self-Tests and Illustrative Examples

Book CategoryTextbook
AuthorsFein, Erich C. (Author), Gilmour, John (Author), Machin, Tanya (Author) and Hendry, Liam (Author)
Number of Pages177
Year2022
PublisherUniversity of Southern Queensland
Place of PublicationAustralia
ISBN9780645326109
Digital Object Identifier (DOI)https://doi.org/10.26192/q7985
Web Address (URL)https://usq.pressbooks.pub/statisticsforresearchstudents/
Abstract

This book aims to help you understand and navigate statistical concepts and the main types of statistical analyses essential for research students.

KeywordsUniSQ OpenText; Social research and statistics
ANZSRC Field of Research 2020520105. Psychological methodology, design and analysis
Byline AffiliationsUniversity of Southern Queensland
Institution of OriginUniversity of Southern Queensland
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Fein, Erich C., Ganguly, Rahul, Banhazi, Thomas and Danaher, Patrick Alan. 2017. "Self-determination theory and academic life: strategies for reclaiming pleasure and professionalism distilled from universities in Australia and Europe." Riddle, Stewart, Harmes, Marcus K. and Danaher, Patrick Alan (ed.) Producing pleasure in the contemporary university. Rotterdam, The Netherlands. Sense Publishers. pp. 171-184
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
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
The effect of trauma on religious beliefs: a structured literature review and meta-analysis
Leo, Darius, Izadikhah, Zahra, Fein, Erich and Forooshani, Sayedhabib. 2021. "The effect of trauma on religious beliefs: a structured literature review and meta-analysis." Trauma, Violence and Abuse: a review journal. 22 (1), pp. 161-175. https://doi.org/10.1177/1524838019834076
Substance-related expectancies mediate relationships between substance use (stimulants, alcohol) and condomless anal sex among men
Mullens, Amy, Fein, Erich, Ray, Madeleine and Young, Ross. 2018. "Substance-related expectancies mediate relationships between substance use (stimulants, alcohol) and condomless anal sex among men." International Journal of Behavioral Medicine. 25 (1 (Supplement)), p. S172.
Off-the-job embeddedness as a moderator of the relationship between work and life conflict and turnover intention
Treuren, Gerrit J. M. and Fein, Erich C.. 2021. "Off-the-job embeddedness as a moderator of the relationship between work and life conflict and turnover intention." International Journal of Human Resource Management. 32 (6), pp. 1251-1272. https://doi.org/10.1080/09585192.2018.1510847
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.
Integrating theories of alcohol consumption: how do drinking motives influence self-efficacy?
Girdlestone, D., Fein, E. and Mullens, A.. 2017. "Integrating theories of alcohol consumption: how do drinking motives influence self-efficacy?" 38th National Conference of the Australian Association for Cognitive and Behaviour Therapy (AACBT 2017):Innovations in Cognitive and Behavioural Therapies across the Lifespan. Sydney, Australia 26 - 28 Oct 2017 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
State-Trait Anxiety Inventory (STAI)
Fein, Erich. 2017. "State-Trait Anxiety Inventory (STAI)." Pelling, Nadine J. and Burton, Lorelle J. (ed.) The elements of applied psychological practice in Australia: preparing for the National Psychology exam. United Kingdom. Routledge. pp. 89-91
Health behaviours and health literacy: Hepatitis B regarding Sub-Saharan African migrants living in Queensland
Majerovic, A., Mullens, A., Debattista, J., Fein, E., Gu, Z. and Siggins, F.. 2017. "Health behaviours and health literacy: Hepatitis B regarding Sub-Saharan African migrants living in Queensland." ASBHM - CHP Conference 2017. Gold Coast, Australia 13 - 15 Jul 2017 Gold Coast, Australia.
Integrating theories of alcohol consumption: how do drinking motives influence HAPA self-efficacy?
Girdlestone, Denise, Fein, Erich and Mullens, Amy. 2017. "Integrating theories of alcohol consumption: how do drinking motives influence HAPA self-efficacy?" ASBHM - CHP Conference 2017. Gold Coast, Australia 13 - 15 Jul 2017 Gold Coast, Australia.
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
'It breaks your soul': An in-depth exploration of workplace injustice in nursing
Skinner, Natalie, Van Dijk, Paul, Stothard, Christina and Fein, Erich C.. 2018. "'It breaks your soul': An in-depth exploration of workplace injustice in nursing." Journal of Nursing Management. 26 (2), pp. 200-208. https://doi.org/10.1111/jonm.12535
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
Examining the influence of common core virtues in leader-member exchange (LMX): connecting virtue-based leadership traits to sustainable performance in a moderated mediation model
Fein, Erich and Tziner, Aharon. 2013. "Examining the influence of common core virtues in leader-member exchange (LMX): connecting virtue-based leadership traits to sustainable performance in a moderated mediation model." Wells, Geoffrey (ed.) Sustainable business: theory and practice of business under sustainability principles. United Kingdom. Edward Elgar Publishing. pp. 137-154
Queensland Chemsex Study
Ray, Madeleine, Garvey, Shane, Mullens, Amy and Fein, Erich. 2017. "Queensland Chemsex Study." The 2017 Australian Winter School Conference. Brisbane, Australia 27 - 28 Jul 2017
Virtue ethics in leadership operations: a pathway for leadership development
Fein, Erich. 2013. "Virtue ethics in leadership operations: a pathway for leadership development." Harris, Howard, Wijesinghe, Gayathri and McKenzie, Stephen (ed.) The heart of the good institution: virtue ethics as a framework for responsible management. Netherlands. Springer. pp. 73-84
Human motivation and performance outcomes in the context of downsizing
Tziner, Aharon, Fein, Erich C. and Oren, Lior. 2012. "Human motivation and performance outcomes in the context of downsizing." Cooper, Carey L., Pandey, Alankrita and Quick, James Campbell (ed.) Downsizing: is less still more?. United States. Cambridge University Press. pp. 103-133
Depression mediates HIV stigma and medication adherence in men who have sex with men (living with HIV)
Mullens, Amy B., Strodl, Esben, Fein, Erich, Stewart, Lauren and Daken, Kirstie. 2016. "Depression mediates HIV stigma and medication adherence in men who have sex with men (living with HIV)." 14th International Congress of Behavioral Medicine: Behavioral Medicine: Making an Impact in the Modern World (ICBM 2016). Melbourne, Australia 07 - 10 Dec 2016
Individual values and preferred leadership behaviors: a study of Romanian managers
Fein, Erich C., Vasiliu, Cristinel and Tziner, Aharon. 2011. "Individual values and preferred leadership behaviors: a study of Romanian managers." Journal of Applied Social Psychology. 41 (3), pp. 515-535. https://doi.org/10.1111/j.1559-1816.2011.00724.x
Personality predictors of behavioral self-regulation: linking behavioral self-regulation to five-factor model factors, facets, and a compound trait
Fein, Erich C. and Klein, Howard J.. 2011. "Personality predictors of behavioral self-regulation: linking behavioral self-regulation to five-factor model factors, facets, and a compound trait." International Journal of Selection and Assessment. 19 (2), pp. 132-144. https://doi.org/10.1111/j.1468-2389.2011.00541.x
Safeguarding access and safeguarding meaning as strategies for achieving confidentiality
Fein, Erich C. and Kulik, Carol T.. 2011. "Safeguarding access and safeguarding meaning as strategies for achieving confidentiality." Industrial and Organizational Psychology: perspectives on science and practice. 4 (4), pp. 479-481. https://doi.org/10.1111/j.1754-9434.2011.01378.x
Organizational citizenship behavior and turnover intentions: do organizational culture and justice moderate their relationship?
Sharoni, Gil, Tziner, Aharon, Fein, Erich C., Shultz, Tamar, Shaul, Keren and Zilberman, Lian. 2011. "Organizational citizenship behavior and turnover intentions: do organizational culture and justice moderate their relationship?" Journal of Applied Social Psychology. 42 (1), pp. 267-294. https://doi.org/10.1111/j.1559-1816.2012.01015.x
The effect of perceived organizational support on the transfer of training outcomes to the workplace
Zumrah, Abdul Rahim, Boyle, Steven and Fein, Erich. 2012. "The effect of perceived organizational support on the transfer of training outcomes to the workplace." World Review of Business Research. 2 (4), pp. 130-147.
Modeling employees' deviant behavior and employers' reactions: an interdisciplinary approach using principal-agent and prospect theories
Tziner, Aharon and Fein, Erich. 2012. "Modeling employees' deviant behavior and employers' reactions: an interdisciplinary approach using principal-agent and prospect theories." Economics and Business Letters. 1 (4), pp. 10-20.
Categorising person-based ethical constructs using a framework of cognitive skills, moral volition, and personal values
Harris, Howard, Fein, Erich C., Kim, Aise and Hobson, Libby. 2012. "Categorising person-based ethical constructs using a framework of cognitive skills, moral volition, and personal values." Research in Ethical Issues in Organisations. 8, pp. 97-112. https://doi.org/10.1108/S1529-2096(2012)0000008012
Psychological contract breach: consequences of unkept promises of permanent employment
Ahmed, Ezaz, D'Netto, Brian, Chelliah, John and Fein, Erich. 2016. "Psychological contract breach: consequences of unkept promises of permanent employment." Contemporary Management Research: an international journal. 12 (2), pp. 183-210. https://doi.org/10.7903/cmr.13914
Mapping smart power onto the cardinal virtues and cross-cultural leadership dimensions
Fein, Erich C., McKenna, Bernard, Bernobic, Iris and Ahmed, Ezaz. 2017. "Mapping smart power onto the cardinal virtues and cross-cultural leadership dimensions." Muhlbauer, Varda and Harry, Wes (ed.) Redefining Management: Smart Power Perspectives. Switzerland . Springer. pp. 107-125
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.
Relationships between ethical climate, justice perceptions, and LMX
Fein, Erich C., Tziner, Aharon, Lusky, Liat and Palachy, Ortal. 2013. "Relationships between ethical climate, justice perceptions, and LMX." Leadership and Organization Development Journal. 34 (2), pp. 147-163. https://doi.org/10.1108/01437731311321913
Raising the curtain: exploring dancers’ perceptions of obligation through the psychological contract lens
Stanway, Alicia R., Bordia, Sarbari and Fein, Erich C.. 2013. "Raising the curtain: exploring dancers’ perceptions of obligation through the psychological contract lens." Arts and Humanities in Higher Education: an international journal of theory, research and practice. 12 (2-3), pp. 254-267. https://doi.org/10.1177/1474022212473523
The consequences of transfer of training for service quality and job satisfaction: an empirical study in the Malaysian public sector
Zumrah, Abdul Rahim, Boyle, Stephen and Fein, Erich C.. 2013. "The consequences of transfer of training for service quality and job satisfaction: an empirical study in the Malaysian public sector." International Journal of Training and Development. 17 (4), pp. 279-294. https://doi.org/10.1111/ijtd.12017
Six habits to enhance MET performance under stress: a discussion paper reviewing team mechanisms for improved patient outcomes
Fein, Erich C., Mackie, Benjamin, Chernyak-Hai, Lily, O'Quinn, C. Richard V. and Ahmed, Ezaz. 2016. "Six habits to enhance MET performance under stress: a discussion paper reviewing team mechanisms for improved patient outcomes." Australian Critical Care. 29 (2), pp. 104-109. https://doi.org/10.1016/j.aucc.2015.07.006
Considering the gap between Implicit Leadership Theories and expectations of actual leader behaviour: a three-study investigation of leadership beliefs in Romania
Fein, Erich C., Tziner, Aharon, Vasiliu, Cristinel and Felea, Mihai. 2015. "Considering the gap between Implicit Leadership Theories and expectations of actual leader behaviour: a three-study investigation of leadership beliefs in Romania." Journal of East European Management Studies. 20 (1), pp. 68-87. https://doi.org/10.1688/JEEMS-2015-01-Fein
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.
Tempering hard times: integrating well-being metrics into utility analysis
Tziner, Aharon, Fein, Erich C. and Birati, Assa. 2014. "Tempering hard times: integrating well-being metrics into utility analysis." Industrial and Organizational Psychology: perspectives on science and practice. 7 (4), pp. 554-568. https://doi.org/10.1111/iops.12195
Clarifying the effect of work hours on health through work–life conflict
Fein, Erich C. and Skinner, Natalie. 2015. "Clarifying the effect of work hours on health through work–life conflict." Asia Pacific Journal of Human Resources. 53 (4), pp. 448-470. https://doi.org/10.1111/1744-7941.12065
Virtue Ethics in Leadership Operations: A Pathway for Leadership Development
Fein, Eric C.. 2012. "Virtue Ethics in Leadership Operations: A Pathway for Leadership Development ." Harris, Howard, Wijesinghe, Gayathri and McKenzie, Stephen (ed.) The Heart of the Good Institution: Virtue Ethics as a Framework for Responsible Management. Netherlands. Springer. pp. 73-84
Word length and phonological similarity effects in simple, complex and delayed serial recall tasks: implications for working memory
Tehan, Gerald, Hendry, Liam and Kocinski, David. 2001. "Word length and phonological similarity effects in simple, complex and delayed serial recall tasks: implications for working memory." Memory. 9 (4-6), pp. 333-348. https://doi.org/10.1080/09658210042000049
An item/order tradeoff explanation of word length and generation effects
Hendry, Liam and Tehan, Gerald. 2005. "An item/order tradeoff explanation of word length and generation effects ." Memory. 13 (3/4), pp. 364-371. https://doi.org/10.1080/09658210344000341
What's in a meme? Internal letter transposition, word length and eye-voice span
Hendry, Liam, Lax, M. and Stubberfield, T.. 2010. "What's in a meme? Internal letter transposition, word length and eye-voice span." Mrowinski, Vicky, Kyrios, Michael and Voudouris, Nicholas (ed.) 27th International Congress of Applied Psychology (ICAP 2010). Melbourne, Australia 11 - 16 Jul 2010 Melbourne, Australia.
An item and order processing analysis of word length, generation and perceptual interference effects in human memory
Hendry, Liam. 2004. An item and order processing analysis of word length, generation and perceptual interference effects in human memory . PhD Thesis Doctor of Philosophy. University of Southern Queensland.