IDEAS home Printed from https://ideas.repec.org/a/eee/epplan/v60y2017icp277-283.html
   My bibliography  Save this article

Use of multiple cluster analysis methods to explore the validity of a community outcomes concept map

Author

Listed:
  • Orsi, Rebecca

Abstract

Concept mapping is now a commonly-used technique for articulating and evaluating programmatic outcomes. However, research regarding validity of knowledge and outcomes produced with concept mapping is sparse. The current study describes quantitative validity analyses using a concept mapping dataset. We sought to increase the validity of concept mapping evaluation results by running multiple cluster analysis methods and then using several metrics to choose from among solutions. We present four different clustering methods based on analyses using the R statistical software package: partitioning around medoids (PAM), fuzzy analysis (FANNY), agglomerative nesting (AGNES) and divisive analysis (DIANA). We then used the Dunn and Davies-Bouldin indices to assist in choosing a valid cluster solution for a concept mapping outcomes evaluation. We conclude that the validity of the outcomes map is high, based on the analyses described. Finally, we discuss areas for further concept mapping methods research.

Suggested Citation

  • Orsi, Rebecca, 2017. "Use of multiple cluster analysis methods to explore the validity of a community outcomes concept map," Evaluation and Program Planning, Elsevier, vol. 60(C), pages 277-283.
    • Handle: RePEc:eee:epplan:v:60:y:2017:i:c:p:277-283
    DOI: 10.1016/j.evalprogplan.2016.08.017
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0149718916301598
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.evalprogplan.2016.08.017?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Dumont, Jeanne, 1989. "Validity of multidimensional scaling in the context of structured conceptualization," Evaluation and Program Planning, Elsevier, vol. 12(1), pages 81-86, January.
    2. Rosas, Scott R. & Kane, Mary, 2012. "Quality and rigor of the concept mapping methodology: A pooled study analysis," Evaluation and Program Planning, Elsevier, vol. 35(2), pages 236-245.
    3. Trochim, William M. K., 1989. "An introduction to concept mapping for planning and evaluation," Evaluation and Program Planning, Elsevier, vol. 12(1), pages 1-16, January.
    4. McLinden, Daniel, 2013. "Concept maps as network data: Analysis of a concept map using the methods of social network analysis," Evaluation and Program Planning, Elsevier, vol. 36(1), pages 40-48.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Pudyatmoko, Satyawan & Budiman, Arief & Kristiansen, Stein, 2018. "Towards sustainable coexistence: People and wild mammals in Baluran National Park, Indonesia," Forest Policy and Economics, Elsevier, vol. 90(C), pages 151-159.
    2. Vanderfaeillie, Johan & Borms, Dorien & Teunissen, M.S.L. & Gypen, Laura & Van Holen, Frank, 2023. "Reasons used by Flemish foster care workers in family reunification decision making," Children and Youth Services Review, Elsevier, vol. 144(C).
    3. Menconi, M.E. & Tasso, S. & Santinelli, M. & Grohmann, D., 2020. "A card game to renew urban parks: Face-to-face and online approach for the inclusive involvement of local community," Evaluation and Program Planning, Elsevier, vol. 79(C).
    4. McLinden, Daniel, 2017. "And then the internet happened: Thoughts on the future of concept mapping," Evaluation and Program Planning, Elsevier, vol. 60(C), pages 293-300.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Stoyanov, Slavi & Jablokow, Kathryn & Rosas, Scott R. & Wopereis, Iwan G.J.H. & Kirschner, Paul A., 2017. "Concept mapping—An effective method for identifying diversity and congruity in cognitive style," Evaluation and Program Planning, Elsevier, vol. 60(C), pages 238-244.
    2. McLinden, Daniel, 2017. "And then the internet happened: Thoughts on the future of concept mapping," Evaluation and Program Planning, Elsevier, vol. 60(C), pages 293-300.
    3. Laura Borge & Stefanie Bröring, 2020. "What affects technology transfer in emerging knowledge areas? A multi-stakeholder concept mapping study in the bioeconomy," The Journal of Technology Transfer, Springer, vol. 45(2), pages 430-460, April.
    4. Goldman, Alyssa W. & Kane, Mary, 2014. "Concept mapping and network analysis: An analytic approach to measure ties among constructs," Evaluation and Program Planning, Elsevier, vol. 47(C), pages 9-17.
    5. Rosas, Scott R. & Ridings, John W., 2017. "The use of concept mapping in measurement development and evaluation: Application and future directions," Evaluation and Program Planning, Elsevier, vol. 60(C), pages 265-276.
    6. Alan Masinter & Mitchell Small & Elizabeth Casman, 2014. "Research prioritization using hypothesis maps," Environment Systems and Decisions, Springer, vol. 34(1), pages 49-59, March.
    7. Frerichs, Leah & Young, Tiffany L. & Dave, Gaurav & Stith, Doris & Corbie-Smith, Giselle & Hassmiller Lich, Kristen, 2018. "Mind maps and network analysis to evaluate conceptualization of complex issues: A case example evaluating systems science workshops for childhood obesity prevention," Evaluation and Program Planning, Elsevier, vol. 68(C), pages 135-147.
    8. Ashlee N. Sawyer & Madison Combs & Viktor Clark & Eric K. Soule & Joseph G. L. Lee & Alison B. Breland, 2023. "Reactions to a Hypothetical Menthol Cigarette Ban among Sexual- and Gender-Minoritized Communities: A Concept Mapping Study," IJERPH, MDPI, vol. 20(5), pages 1-21, February.
    9. Dare, Lynn & Nowicki, Elizabeth, 2019. "Engaging children and youth in research and evaluation using group concept mapping," Evaluation and Program Planning, Elsevier, vol. 76(C), pages 1-1.
    10. Szijarto, Barbara & Bradley Cousins, J., 2019. "Mapping the practice of developmental evaluation: Insights from a concept mapping study," Evaluation and Program Planning, Elsevier, vol. 76(C), pages 1-1.
    11. Rosas, Scott R. & Kane, Mary, 2012. "Quality and rigor of the concept mapping methodology: A pooled study analysis," Evaluation and Program Planning, Elsevier, vol. 35(2), pages 236-245.
    12. Ivana Stankov & Natasha J. Howard & Mark Daniel & Margaret Cargo, 2017. "Policy, Research and Residents’ Perspectives on Built Environments Implicated in Heart Disease: A Concept Mapping Approach," IJERPH, MDPI, vol. 14(2), pages 1-17, February.
    13. Donnelly, James P., 2017. "A systematic review of concept mapping dissertations," Evaluation and Program Planning, Elsevier, vol. 60(C), pages 186-193.
    14. Lisa M. Vaughn & Farrah Jacquez & Daniel Marschner & Daniel McLinden, 2016. "See what we say: using concept mapping to visualize Latino immigrant’s strategies for health interventions," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 61(7), pages 837-845, September.
    15. Scott R. Rosas, 2017. "Multi-map comparison for group concept mapping: an approach for examining conceptual congruence through spatial correspondence," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(6), pages 2421-2439, November.
    16. Lilian G. L. van der Ven & Elisa L. Duinhof & Michel L. A. Dückers & Marielle Jambroes & Marja J. H. van Bon-Martens, 2021. "Conceptualizing Vulnerability for Health Effects of the COVID-19 Pandemic and the Associated Measures in Utrecht and Zeist: A Concept Map," IJERPH, MDPI, vol. 18(22), pages 1-12, November.
    17. Soellner, Renate & Lenartz, Norbert & Rudinger, Georg, 2017. "Concept mapping as an approach for expert-guided model building: The example of health literacy," Evaluation and Program Planning, Elsevier, vol. 60(C), pages 245-253.
    18. Nabitz, Udo & van Randeraad-van der Zee, Carlijn & Kok, Ineke & van Bon-Martens, Marja & Serverens, Peter, 2017. "An overview of concept mapping in Dutch mental health care," Evaluation and Program Planning, Elsevier, vol. 60(C), pages 202-212.
    19. Kinga Varga & Ciaran MacDonncha & Laurence Blondel & Enrico Bozzano & Fabrice Burlot & Rute Costa & Nadine Debois & Dominique Delon & Antonio Figueiredo & Joerg Foerster & Masar Gjaka & Carlos Gonçalv, 2021. "Collective conceptualization of parental support of dual career athletes: The EMPATIA framework," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-23, September.
    20. Jabbar, Amina M. & Abelson, Julia, 2011. "Development of a framework for effective community engagement in Ontario, Canada," Health Policy, Elsevier, vol. 101(1), pages 59-69, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:epplan:v:60:y:2017:i:c:p:277-283. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/evalprogplan .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.