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Why Do Data Users Say Health Care Data Are Difficult to Use? A Cross-Sectional Survey Study

BACKGROUND: There has been significant effort in attempting to use health care data. However, laws that protect patients’ privacy have restricted data use because health care data contain sensitive information. Thus, discussions on privacy laws now focus on the active use of health care data beyond...

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Autores principales: Kim, Ho Heon, Kim, Bora, Joo, Segyeong, Shin, Soo-Yong, Cha, Hyo Soung, Park, Yu Rang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6701164/
https://www.ncbi.nlm.nih.gov/pubmed/31389335
http://dx.doi.org/10.2196/14126
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author Kim, Ho Heon
Kim, Bora
Joo, Segyeong
Shin, Soo-Yong
Cha, Hyo Soung
Park, Yu Rang
author_facet Kim, Ho Heon
Kim, Bora
Joo, Segyeong
Shin, Soo-Yong
Cha, Hyo Soung
Park, Yu Rang
author_sort Kim, Ho Heon
collection PubMed
description BACKGROUND: There has been significant effort in attempting to use health care data. However, laws that protect patients’ privacy have restricted data use because health care data contain sensitive information. Thus, discussions on privacy laws now focus on the active use of health care data beyond protection. However, current literature does not clarify the obstacles that make data usage and deidentification processes difficult or elaborate on users’ needs for data linking from practical perspectives. OBJECTIVE: The objective of this study is to investigate (1) the current status of data use in each medical area, (2) institutional efforts and difficulties in deidentification processes, and (3) users’ data linking needs. METHODS: We conducted a cross-sectional online survey. To recruit people who have used health care data, we publicized the promotion campaign and sent official documents to an academic society encouraging participation in the online survey. RESULTS: In total, 128 participants responded to the online survey; 10 participants were excluded for either inconsistent responses or lack of demand for health care data. Finally, 118 participants’ responses were analyzed. The majority of participants worked in general hospitals or universities (62/118, 52.5% and 51/118, 43.2%, respectively, multiple-choice answers). More than half of participants responded that they have a need for clinical data (82/118, 69.5%) and public data (76/118, 64.4%). Furthermore, 85.6% (101/118) of respondents conducted deidentification measures when using data, and they considered rigid social culture as an obstacle for deidentification (28/101, 27.7%). In addition, they required data linking (98/118, 83.1%), and they noted deregulation and data standardization to allow access to health care data linking (33/98, 33.7% and 38/98, 38.8%, respectively). There were no significant differences in the proportion of responded data needs and linking in groups that used health care data for either public purposes or commercial purposes. CONCLUSIONS: This study provides a cross-sectional view from a practical, user-oriented perspective on the kinds of data users want to utilize, efforts and difficulties in deidentification processes, and the needs for data linking. Most users want to use clinical and public data, and most participants conduct deidentification processes and express a desire to conduct data linking. Our study confirmed that they noted regulation as a primary obstacle whether their purpose is commercial or public. A legal system based on both data utilization and data protection needs is required.
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spelling pubmed-67011642019-09-06 Why Do Data Users Say Health Care Data Are Difficult to Use? A Cross-Sectional Survey Study Kim, Ho Heon Kim, Bora Joo, Segyeong Shin, Soo-Yong Cha, Hyo Soung Park, Yu Rang J Med Internet Res Original Paper BACKGROUND: There has been significant effort in attempting to use health care data. However, laws that protect patients’ privacy have restricted data use because health care data contain sensitive information. Thus, discussions on privacy laws now focus on the active use of health care data beyond protection. However, current literature does not clarify the obstacles that make data usage and deidentification processes difficult or elaborate on users’ needs for data linking from practical perspectives. OBJECTIVE: The objective of this study is to investigate (1) the current status of data use in each medical area, (2) institutional efforts and difficulties in deidentification processes, and (3) users’ data linking needs. METHODS: We conducted a cross-sectional online survey. To recruit people who have used health care data, we publicized the promotion campaign and sent official documents to an academic society encouraging participation in the online survey. RESULTS: In total, 128 participants responded to the online survey; 10 participants were excluded for either inconsistent responses or lack of demand for health care data. Finally, 118 participants’ responses were analyzed. The majority of participants worked in general hospitals or universities (62/118, 52.5% and 51/118, 43.2%, respectively, multiple-choice answers). More than half of participants responded that they have a need for clinical data (82/118, 69.5%) and public data (76/118, 64.4%). Furthermore, 85.6% (101/118) of respondents conducted deidentification measures when using data, and they considered rigid social culture as an obstacle for deidentification (28/101, 27.7%). In addition, they required data linking (98/118, 83.1%), and they noted deregulation and data standardization to allow access to health care data linking (33/98, 33.7% and 38/98, 38.8%, respectively). There were no significant differences in the proportion of responded data needs and linking in groups that used health care data for either public purposes or commercial purposes. CONCLUSIONS: This study provides a cross-sectional view from a practical, user-oriented perspective on the kinds of data users want to utilize, efforts and difficulties in deidentification processes, and the needs for data linking. Most users want to use clinical and public data, and most participants conduct deidentification processes and express a desire to conduct data linking. Our study confirmed that they noted regulation as a primary obstacle whether their purpose is commercial or public. A legal system based on both data utilization and data protection needs is required. JMIR Publications 2019-08-06 /pmc/articles/PMC6701164/ /pubmed/31389335 http://dx.doi.org/10.2196/14126 Text en ©Ho Heon Kim, Bora Kim, Segyeong Joo, Soo-Yong Shin, Hyo Soung Cha, Yu Rang Park. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 06.08.2019. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Kim, Ho Heon
Kim, Bora
Joo, Segyeong
Shin, Soo-Yong
Cha, Hyo Soung
Park, Yu Rang
Why Do Data Users Say Health Care Data Are Difficult to Use? A Cross-Sectional Survey Study
title Why Do Data Users Say Health Care Data Are Difficult to Use? A Cross-Sectional Survey Study
title_full Why Do Data Users Say Health Care Data Are Difficult to Use? A Cross-Sectional Survey Study
title_fullStr Why Do Data Users Say Health Care Data Are Difficult to Use? A Cross-Sectional Survey Study
title_full_unstemmed Why Do Data Users Say Health Care Data Are Difficult to Use? A Cross-Sectional Survey Study
title_short Why Do Data Users Say Health Care Data Are Difficult to Use? A Cross-Sectional Survey Study
title_sort why do data users say health care data are difficult to use? a cross-sectional survey study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6701164/
https://www.ncbi.nlm.nih.gov/pubmed/31389335
http://dx.doi.org/10.2196/14126
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