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Articles

Accounting for complexity in critical realist trials: the promise of PLS-SEM

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References

  • Archer, Margaret S., and Margaret Scotford Archer. 1995. Realist Social Theory: The Morphogenetic Approach. Cambridge University Press.
  • Astbury, Brad, and Frans L. Leeuw. 2010. “Unpacking Black Boxes: Mechanisms and Theory Building in Evaluation.” American Journal of Evaluation 31 (3): 363–381. doi:10.1177/1098214010371972
  • Avkiran, N. K. 2018. "Rise of the Partial Least Squares Structural Equation Modeling: An Application in Banking. Partial Least Squares Structural Equation Modeling: Recent Advances in Banking and Finance: 1–29.
  • Baron, Reuben M., and David A. Kenny. 1986. “The Moderator–Mediator Variable Distinction in Social Psychological Research: Conceptual, Strategic, and Statistical Considerations.” Journal of Personality and Social Psychology 51 (6): 1173. doi:10.1037/0022-3514.51.6.1173
  • Bayram, S. B., and N. Caliskan. 2019. "Effect of a Game-Based Virtual Reality Phone Application on Tracheostomy Care Education for Nursing Students: A Randomized Controlled Trial." Nurse education today 79:25–31.
  • Benton, T. 1988. "Realism and Social Science: Some comments on Roy Bhaskar's ‘The Possibility of Naturalism'." In Critical Realism (pp. 297–312). Routledge.
  • Bhaskar, R. 1986. Scientific Realism and Human Emancipation. London: Verso.
  • Bhaskar, R. 1989. The Possibility of Naturalism: A Philosophical Critique of the Contemporary Human Sciences. 2nd edn. Hemel Hempstead: Harvester Wheatsheaf.
  • Bhaskar, R. 2008. A Realist Theory of Science. 2nd edn. London: Verso.
  • Blackwood, Bronagh, Peter O'Halloran, and Sam Porter. 2010. “On the Problems of Mixing RCTs with Qualitative Research: The Case of the MRC Framework for the Evaluation of Complex Healthcare Interventions.” Journal of Research in Nursing 15 (6): 511–521. doi:10.1177/1744987110373860
  • Bonell, Chris, Adam Fletcher, Matthew Morton, Theo Lorenc, and Laurence Moore. 2012. “Realist Randomised Controlled Trials: A new Approach to Evaluating Complex Public Health Interventions.” Social Science & Medicine 75 (12): 2299–2306. doi:10.1016/j.socscimed.2012.08.032
  • Brown H., and H. J. Singleton. 2023. "Atopic Eczema and the Barriers to Treatment Adherence for Children: A Literature Review." Nursing Children and Young People 35(2).
  • Byrne D., and E. Uprichard. 2012. "Useful Complex Causality." The Oxford handbook of philosophy of social science 109.
  • Craig, P., P. Dieppe, S. Macintyre, S. Michie, I. Nazareth, and M. Petticrew. 2006. “Developing and Evaluating Complex Interventions: New Guidance.” Medical Research Council. 2017.
  • Dal-Ré, Rafael, Perrine Janiaud, and John PA Ioannidis. 2018. “Real-world Evidence: How Pragmatic are Randomized Controlled Trials Labelled as Pragmatic?” BMC Medicine 16: 1–6. doi:10.1186/s12916-017-0981-7
  • Danermark, B. 2019. "Applied Interdisciplinary Research: A Critical Realist Perspective." Journal of Critical Realism. 18 (4): 368–82.
  • Elder-Vass, E. 2010. The Causal Power of Social Structures: Emergence, Structure and Agency. Cambridge: Cambridge University Press.
  • Fleetwood, Steve. 2001. “Causal Laws, Functional Relations and Tendencies.” Review of Political Economy 13 (2): 201–220. doi:10.1080/09538250120036646
  • Ford, J. A., A. Jones, G. Wong, A. Clark, T. Porter, and N. Steel. 2018. “Access to Primary Care for Socio-Economically Disadvantaged Older People in Rural Areas: Exploring Realist Theory Using Structural Equation Modelling in a Linked Dataset.” BMC Medical Research Methodology 18: 57. doi:10.1186/s12874-018-0514-x
  • Hair, Joe, Marko Sarstedt, Lucas Hopkins, and Volker G. Kuppelwieser. 2014. “Partial Least Squares Structural Equation Modelling (PLS-SEM) An Emerging Tool in Business Research.” European Business Review 26 (2): 106–121. doi:10.1108/EBR-10-2013-0128
  • Hair, Joseph F., Marko Sarstedt, Christian M. Ringle, and Siegfried P. Gudergan. 2017. Advanced Issues in Partial Least Squares Structural Equation Modeling. Sage Publications.
  • Hall, James, and Pamela Sammons. 2013. “Mediation, Moderation & Interaction: Definitions, Discrimination & (Some) Means of Testing.” In Handbook of Quantitative Methods for Educational Research, 267–286. Brill.
  • Hansen, Anders Blædel Gottlieb, and Allan Jones. 2017. “Advancing ‘Real-World’trials That Take Account of Social Context and Human Volition.” Trials 18: 1–3.
  • Hawkins, Andrew J. 2016. “Realist Evaluation and Randomised Controlled Trials for Testing Program Theory in Complex Social Systems.” Evaluation 22 (3): 270–285. doi:10.1177/1356389016652744
  • Heiat, Asefeh, Cary P. Gross, and Harlan M. Krumholz. 2002. “Representation of the Elderly, Women, and Minorities in Heart Failure Clinical Trials.” Archives of Internal Medicine 162 (15).
  • Henseler, J., C. M. Ringle, and M. Sarstedt. 2016. “Testing Measurement Invariance of Composites Using Partial Lease Squares.” International Marketing Review 33: 405–431. doi:10.1108/IMR-09-2014-0304
  • Jamal F., A. Fletcher, N. Shackleton, D. Elbourne, R. Viner, and C. Bonell. 2015. "The Three Stages of Building and Testing Mid-Level Theories in a Realist RCT: A Theoretical and Methodological Case-Example. Trials 16: 446.
  • Karlsson, Jan. 2011. “People Can not Only Open Closed Systems, They Can Also Close Open Systems.” Journal of Critical Realism 10 (2): 145–162. doi:10.1558/jcr.v10i2.145
  • Lawson, Tony. 2013. “Economic Science Without Experimentation.” In Critical Realism, 144–169. Routledge.
  • Mahoney, James. 2001. “Beyond Correlational Analysis: Recent Innovations in Theory and Method.” In Sociological Forum, 575–593. Eastern Sociological Society.
  • Medical Research Council (Great Britain). 2000. A Framework for Development and Evaluation of RCTs for Complex Interventions to Improve Health. Medical Research Council. Health Services and Public Health Research Board.
  • Næss, Petter. 2015. “Critical Realism, Urban Planning and Urban Research.” European Planning Studies 23 (6): 1228–1244. doi:10.1080/09654313.2014.994091
  • Næss, Petter. 2004. "Prediction, Regressions and Critical Realism." Journal of Critical Realism 3 (1): 133–64.
  • Pawson, R., and N. Tilley. 1997. Realistic Evaluation. London: Sage.
  • Popper, Karl Raimund. 1975. Objective Knowledge: An Evolutionary Approach. Vol. 49. Oxford: Clarendon Press.
  • Porpora, Douglas. 2001. “Do Realists run Regressions.” After Postmodernism: An Introduction to Critical Realism, 260–268.
  • Porter, Sam. 2015a. “The Uncritical Realism of Realist Evaluation.” Evaluation 21 (1): 65–82. doi:10.1177/1356389014566134
  • Porter, Sam. 2015b. “Realist Evaluation: An Immanent Critique.” Nursing Philosophy 16 (4): 239–251. doi:10.1111/nup.12100
  • Porter, Sam, Tracey McConnell, and Joanne Reid. 2017. “The Possibility of Critical Realist Randomised Controlled Trials.” Trials 18: 1–8.
  • Pratschke, Jonathan. 2003. “Realistic Models? Critical Realism and Statistical Models in the Social Sciences.” Philosophica 71.
  • Ron, Amit. 2002. “Regression Analysis and the Philosophy of Social Science: A Critical Realist View.” Journal of Critical Realism 1 (1): 119–142. doi:10.1558/jocr.v1i1.119
  • Singleton, Heidi. 2020. “Virtual Technologies in Nurse Education: The Pairing of Critical Realism with Partial Least Squares Structural Equation Modelling as an Evaluation Methodology.” PhD diss., Bournemouth University.
  • Singleton, Heidi, Janet James, Liz Falconer, Debbie Holley, Jacqueline Priego-Hernandez, John Beavis, David Burden, and Simone Penfold. 2022. “Effect of non-Immersive Virtual Reality Simulation on Type 2 Diabetes Education for Nursing Students: A Randomised Controlled Trial.” Clinical Simulation in Nursing 66: 50–57. doi:10.1016/j.ecns.2022.02.009
  • Singleton, Heidi, Janet James, Simone Penfold, Liz Falconer, Jacqueline Priego-Hernandez, Debbie Holley, and David Burden. 2021. “Deteriorating Patient Training Using non-Immersive Virtual Reality: A Descriptive Qualitative Study.” CIN: Computers, Informatics, Nursing 39 (11): 675–681. doi:10.1097/CIN.0000000000000787
  • Van Belle, Sara, Geoff Wong, Gill Westhorp, Mark Pearson, Nick Emmel, Ana Manzano, and Bruno Marchal. 2016. ““Can Realist” Randomised Controlled Trials be Genuinely Realist?”
  • Williams, L. J., R. J. Vandenberg, J. R. Edwards. 2009. "12 Structural Equation Modeling in Management Research: A Guide for Improved Analysis." The Academy of Management Annals 3 (1): 543–604.
  • Wolff, Nancy. 2001. “Randomised Trials of Socially Complex Interventions: Promise or Peril?” Journal of Health Services Research & Policy, 123–126. doi:10.1258/1355819011927224