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A higher-order model of community resilience potential: development and assessment through confirmatory composite analysis based on partial least squares

Author

Listed:
  • Paola Pasca

    (University of Salento (Lecce, Puglia, Italy))

  • Evelyn Simone

    (University of Salento (Lecce, Puglia, Italy))

  • Enrico Ciavolino

    (University of Salento (Lecce, Puglia, Italy)
    WSB University)

  • Alessia Rochira

    (University of Salento (Lecce, Puglia, Italy))

  • Terri Mannarini

    (University of Salento (Lecce, Puglia, Italy))

Abstract

The topic of community resilience attracts as much academic research as it does social media. Understanding the drivers of change and community adaptation in the face of critical events is a key clue to governance actions and local measures. However, both academia and the media often provide partial definitions of community resilience. Beginning with an integration of theory-driven and data-driven knowledge, the study aims to uncover and operationalize the building blocks of community resilience potential within a measurement tool. An assessment study, conducted on 1278 participants from diverse communities statistically supported a broad, inclusive model: Community Resilience Potential is composed of four main constituents (social capital, community competence, structural-functional potential, socio-economic potential). The Confirmatory Composite Analysis formalized for Partial Least-Squares Structural Equation Modeling revealed its good psychometric properties and measurement invariance. Although the study has limitations, it provides researchers with a valuable, theoretically grounded, widely-applicable tool for the investigation of the community resilience potential.

Suggested Citation

  • Paola Pasca & Evelyn Simone & Enrico Ciavolino & Alessia Rochira & Terri Mannarini, 2023. "A higher-order model of community resilience potential: development and assessment through confirmatory composite analysis based on partial least squares," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(2), pages 1033-1054, April.
  • Handle: RePEc:spr:qualqt:v:57:y:2023:i:2:d:10.1007_s11135-022-01400-1
    DOI: 10.1007/s11135-022-01400-1
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    References listed on IDEAS

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    1. Hair, Joe F. & Howard, Matt C. & Nitzl, Christian, 2020. "Assessing measurement model quality in PLS-SEM using confirmatory composite analysis," Journal of Business Research, Elsevier, vol. 109(C), pages 101-110.
    2. Florian Schuberth, 2021. "Confirmatory composite analysis using partial least squares: setting the record straight," Review of Managerial Science, Springer, vol. 15(5), pages 1311-1345, July.
    3. Jun-Hwa Cheah & Hiram Ting & T. Ramayah & Mumtaz Ali Memon & Tat-Huei Cham & Enrico Ciavolino, 2019. "A comparison of five reflective–formative estimation approaches: reconsideration and recommendations for tourism research," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(3), pages 1421-1458, May.
    4. Enrico Ciavolino & Maurizio Carpita & Mariangela Nitti, 2015. "High-order PLS path model with qualitative external information," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(4), pages 1609-1620, July.
    5. Sarstedt, Marko & Hair, Joseph F. & Ringle, Christian M. & Thiele, Kai O. & Gudergan, Siegfried P., 2016. "Estimation issues with PLS and CBSEM: Where the bias lies!," Journal of Business Research, Elsevier, vol. 69(10), pages 3998-4010.
    6. Cosimo Talò & Terri Mannarini, 2015. "Measuring Participation: Development and Validation the Participatory Behaviors Scale," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 123(3), pages 799-816, September.
    7. Enrico Ciavolino & Mariangela Nitti, 2013. "Using the Hybrid Two-Step estimation approach for the identification of second-order latent variable models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 40(3), pages 508-526.
    8. Davis, R. & Cook, D. & Cohen, L., 2005. "A community resilience approach to reducing ethnic and racial disparities in health," American Journal of Public Health, American Public Health Association, vol. 95(12), pages 2168-2173.
    9. David Matarrita-Cascante & Bernardo Trejos & Hua Qin & Dongoh Joo & Sigrid Debner, 2017. "Conceptualizing community resilience: Revisiting conceptual distinctions," Community Development, Taylor & Francis Journals, vol. 48(1), pages 105-123, January.
    10. Hubona, Geoffrey S. & Schuberth, Florian & Henseler, Jörg, 2021. "A clarification of confirmatory composite analysis (CCA)," International Journal of Information Management, Elsevier, vol. 61(C).
    11. Sarstedt, Marko & Hair, Joseph F. & Cheah, Jun-Hwa & Becker, Jan-Michael & Ringle, Christian M., 2019. "How to specify, estimate, and validate higher-order constructs in PLS-SEM," Australasian marketing journal, Elsevier, vol. 27(3), pages 197-211.
    12. 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.
    13. Kathleen Sherrieb & Fran Norris & Sandro Galea, 2010. "Measuring Capacities for Community Resilience," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 99(2), pages 227-247, November.
    14. Abramowitz, Sharon A., 2005. "The poor have become rich, and the rich have become poor: Collective trauma in the Guinean Languette," Social Science & Medicine, Elsevier, vol. 61(10), pages 2106-2118, November.
    15. Douglas Paton & Marian Millar & David Johnston, 2001. "Community Resilience to Volcanic Hazard Consequences," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 24(2), pages 157-169, September.
    16. M. Nitti & E. Ciavolino, 2014. "A deflated indicators approach for estimating second-order reflective models through PLS-PM: an empirical illustration," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(10), pages 2222-2239, October.
    17. Greta L Polites & Nicholas Roberts & Jason Thatcher, 2012. "Conceptualizing models using multidimensional constructs: a review and guidelines for their use," European Journal of Information Systems, Taylor & Francis Journals, vol. 21(1), pages 22-48, January.
    18. Enrico Ciavolino & Sergio Salvatore & Piergiorgio Mossi & Gloria Lagetto, 2019. "High-order PLS path model for multi-group analysis: the prosumership service quality model," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(5), pages 2371-2384, September.
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