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Conceptual Models in Health Informatics Research: A Literature Review and Suggestions for Development
BACKGROUND: Contributing to health informatics research means using conceptual models that are integrative and explain the research in terms of the two broad domains of health science and information science. However, it can be hard for novice health informatics researchers to find exemplars and gui...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Gunther Eysenbach
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4785238/ https://www.ncbi.nlm.nih.gov/pubmed/26912288 http://dx.doi.org/10.2196/medinform.5021 |
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author | Gray, Kathleen Sockolow, Paulina |
author_facet | Gray, Kathleen Sockolow, Paulina |
author_sort | Gray, Kathleen |
collection | PubMed |
description | BACKGROUND: Contributing to health informatics research means using conceptual models that are integrative and explain the research in terms of the two broad domains of health science and information science. However, it can be hard for novice health informatics researchers to find exemplars and guidelines in working with integrative conceptual models. OBJECTIVES: The aim of this paper is to support the use of integrative conceptual models in research on information and communication technologies in the health sector, and to encourage discussion of these conceptual models in scholarly forums. METHODS: A two-part method was used to summarize and structure ideas about how to work effectively with conceptual models in health informatics research that included (1) a selective review and summary of the literature of conceptual models; and (2) the construction of a step-by-step approach to developing a conceptual model. RESULTS: The seven-step methodology for developing conceptual models in health informatics research explained in this paper involves (1) acknowledging the limitations of health science and information science conceptual models; (2) giving a rationale for one’s choice of integrative conceptual model; (3) explicating a conceptual model verbally and graphically; (4) seeking feedback about the conceptual model from stakeholders in both the health science and information science domains; (5) aligning a conceptual model with an appropriate research plan; (6) adapting a conceptual model in response to new knowledge over time; and (7) disseminating conceptual models in scholarly and scientific forums. CONCLUSIONS: Making explicit the conceptual model that underpins a health informatics research project can contribute to increasing the number of well-formed and strongly grounded health informatics research projects. This explication has distinct benefits for researchers in training, research teams, and researchers and practitioners in information, health, and other disciplines. |
format | Online Article Text |
id | pubmed-4785238 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Gunther Eysenbach |
record_format | MEDLINE/PubMed |
spelling | pubmed-47852382016-03-29 Conceptual Models in Health Informatics Research: A Literature Review and Suggestions for Development Gray, Kathleen Sockolow, Paulina JMIR Med Inform Original Paper BACKGROUND: Contributing to health informatics research means using conceptual models that are integrative and explain the research in terms of the two broad domains of health science and information science. However, it can be hard for novice health informatics researchers to find exemplars and guidelines in working with integrative conceptual models. OBJECTIVES: The aim of this paper is to support the use of integrative conceptual models in research on information and communication technologies in the health sector, and to encourage discussion of these conceptual models in scholarly forums. METHODS: A two-part method was used to summarize and structure ideas about how to work effectively with conceptual models in health informatics research that included (1) a selective review and summary of the literature of conceptual models; and (2) the construction of a step-by-step approach to developing a conceptual model. RESULTS: The seven-step methodology for developing conceptual models in health informatics research explained in this paper involves (1) acknowledging the limitations of health science and information science conceptual models; (2) giving a rationale for one’s choice of integrative conceptual model; (3) explicating a conceptual model verbally and graphically; (4) seeking feedback about the conceptual model from stakeholders in both the health science and information science domains; (5) aligning a conceptual model with an appropriate research plan; (6) adapting a conceptual model in response to new knowledge over time; and (7) disseminating conceptual models in scholarly and scientific forums. CONCLUSIONS: Making explicit the conceptual model that underpins a health informatics research project can contribute to increasing the number of well-formed and strongly grounded health informatics research projects. This explication has distinct benefits for researchers in training, research teams, and researchers and practitioners in information, health, and other disciplines. Gunther Eysenbach 2016-02-24 /pmc/articles/PMC4785238/ /pubmed/26912288 http://dx.doi.org/10.2196/medinform.5021 Text en ©Kathleen Gray, Paulina Sockolow. Originally published in JMIR Medical Informatics (http://medinform.jmir.org), 24.02.2016. http://creativecommons.org/licenses/by/2.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Medical Informatics, is properly cited. The complete bibliographic information, a link to the original publication on http://medinform.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Gray, Kathleen Sockolow, Paulina Conceptual Models in Health Informatics Research: A Literature Review and Suggestions for Development |
title | Conceptual Models in Health Informatics Research: A Literature Review and Suggestions for Development |
title_full | Conceptual Models in Health Informatics Research: A Literature Review and Suggestions for Development |
title_fullStr | Conceptual Models in Health Informatics Research: A Literature Review and Suggestions for Development |
title_full_unstemmed | Conceptual Models in Health Informatics Research: A Literature Review and Suggestions for Development |
title_short | Conceptual Models in Health Informatics Research: A Literature Review and Suggestions for Development |
title_sort | conceptual models in health informatics research: a literature review and suggestions for development |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4785238/ https://www.ncbi.nlm.nih.gov/pubmed/26912288 http://dx.doi.org/10.2196/medinform.5021 |
work_keys_str_mv | AT graykathleen conceptualmodelsinhealthinformaticsresearchaliteraturereviewandsuggestionsfordevelopment AT sockolowpaulina conceptualmodelsinhealthinformaticsresearchaliteraturereviewandsuggestionsfordevelopment |