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Latent profile analysis as a method for process evaluations: Discovering response subgroups in a mindfulness intervention

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  • Beattie, Marguerite M.
  • Konttinen, Hanna M.
  • Volanen, Salla-Maarit
  • Hankonen, Nelli E.

Abstract

Clustering techniques have been used within intervention studies to locate any distinct subgroups among intervention participants. One way in which they have not yet been utilized, but for which there is potential benefit, is in finding different motivational and behavioral response types to a newly introduced behavior.

Suggested Citation

  • Beattie, Marguerite M. & Konttinen, Hanna M. & Volanen, Salla-Maarit & Hankonen, Nelli E., 2022. "Latent profile analysis as a method for process evaluations: Discovering response subgroups in a mindfulness intervention," Social Science & Medicine, Elsevier, vol. 296(C).
    • Handle: RePEc:eee:socmed:v:296:y:2022:i:c:s027795362200051x
    DOI: 10.1016/j.socscimed.2022.114748
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    References listed on IDEAS

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    1. Deaton, Angus & Cartwright, Nancy, 2018. "Understanding and misunderstanding randomized controlled trials," Social Science & Medicine, Elsevier, vol. 210(C), pages 2-21.
    2. Kostamo, Katri & Jallinoja, Piia & Vesala, Kari Mikko & Araújo-Soares, Vera & Sniehotta, Falko F. & Hankonen, Nelli, 2019. "Using the critical incident technique for qualitative process evaluation of interventions: The example of the “Let's Move It” trial," Social Science & Medicine, Elsevier, vol. 232(C), pages 389-397.
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