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Applying Structural Equation Modelling to Understand the Implementation of Social Distancing in the Professional Lives of Healthcare Workers

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  • Muhammad Fayyaz Nazir

    (Department of Public Governance and Management, Faculty of Economics and Business Administration, Ghent University, 9000 Ghent, Belgium)

  • Shahzadah Fahed Qureshi

    (Institute of Social and Cultural Studies, Faculty of Arts and Social Sciences, Bahauddin Zakariya University, Multan 60800, Pakistan)

Abstract

This study, based on the normalization process theory (NPT), explores the implementation of nonpharmaceutical interventions (NPIs)—specifically social distancing (SD)—in the professional lives of healthcare workers in three Pakistani hospitals. We collected and analysed health workers’ data using partial least squares structural equation modelling (PLS-SEM) and assessed the policy implications of the results. Violations of normality assumptions in the quantitative data and the need for scores of independent variables for follow-up analysis guided the researchers to adopt a structural equation modelling process that involved a stepwise evaluation process for convergent validity, individual item validity, discriminant validity, the structural model relationship, and overall model fitness. Theoretical constructs coherence, cognitive participation, collective action, and reflexive monitoring were found to influence the normalization of SD. The results show that SD was normalized in the professional lives of healthcare workers through strong collective action (resources required) and reflexive monitoring (appraisal) but weak cognitive participation (actors’ engagement) and coherence (sense-making). Low and middle-income countries (LMICs) should work more on actors’ sense-making and engagement in dealing with healthcare crises that require SD. The research findings can aid policy institutions in better understanding the loopholes in the implementation process and making better policies.

Suggested Citation

  • Muhammad Fayyaz Nazir & Shahzadah Fahed Qureshi, 2023. "Applying Structural Equation Modelling to Understand the Implementation of Social Distancing in the Professional Lives of Healthcare Workers," IJERPH, MDPI, vol. 20(5), pages 1-32, March.
    • Handle: RePEc:gam:jijerp:v:20:y:2023:i:5:p:4630-:d:1088725
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    References listed on IDEAS

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    1. Henseler, Jörg & Schuberth, Florian, 2020. "Using confirmatory composite analysis to assess emergent variables in business research," Journal of Business Research, Elsevier, vol. 120(C), pages 147-156.
    2. Ali Jadidzadeh & Ron Kneebone, 2020. "Homeless Shelter Flows in Calgary and the Potential Impact of COVID-19," Canadian Public Policy, University of Toronto Press, vol. 46(S2), pages 160-165, August.
    3. Jörg Henseler & Marko Sarstedt, 2013. "Goodness-of-fit indices for partial least squares path modeling," Computational Statistics, Springer, vol. 28(2), pages 565-580, April.
    4. Gustavo de Siqueira & Ahmad Adeel & Petrit Pasha & Amal Al Balushi & Syyed Adnan Raheel Shah, 2021. "Sustainable Transportation and Policy Development: A Study for Impact Analysis of Mobility Patterns and Neighborhood Assessment of Walking Behavior," Sustainability, MDPI, vol. 13(4), pages 1-18, February.
    5. Battiston, Pietro & Gamba, Simona, 2021. "COVID-19: R0 is lower where outbreak is larger," Health Policy, Elsevier, vol. 125(2), pages 141-147.
    6. Paryaneh Rostami & Darren M Ashcroft & Mary P Tully, 2018. "A formative evaluation of the implementation of a medication safety data collection tool in English healthcare settings: A qualitative interview study using normalisation process theory," PLOS ONE, Public Library of Science, vol. 13(2), pages 1-19, February.
    7. Anthony Jehn & Matthew Stackhouse & Anna Zajacova, 2021. "COVID-19 Health Precautions: Identifying Demographic and Socio-Economic Disparities and Changes over Time," Canadian Public Policy, University of Toronto Press, vol. 47(2), pages 252-264, June.
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