Korean Journal of Occupational Therapy 2023 KCI Impact Factor : 0.81
-
pISSN : 1226-0134 / eISSN : 2671-4450
- https://journal.kci.go.kr/kjot
KJCKorea
Journal Central
Challenges and Opportunities for Occupational Therapy in Big Data Research
- Korean Journal of Occupational Therapy
- Abbr : Korean J of Occup Ther
- 2019, 27(4), pp.155-165
- DOI : 10.14519/kjot.2019.27.4.12
- Publisher : Korean Society Of Occupational Therapy
- Research Area : Medicine and Pharmacy > Working Therapeutics
- Received : August 21, 2019
- Accepted : August 28, 2019
- Published : December 30, 2019
Ickpyo Hong
1,
Meredith F. Shields
1,
Mi Jung Lee
2,
Riqiea Kitchens
1,
Karen Ratcliff
1,
Timothy A. Reistetter
3,
Ickpyo Hong
1
1Dept. of Occupational Therapy, University of Texas Medical Branch
2Dept. of Occupational Therapy, University of Florida
3Dept. of Occupational Therapy, School of Health Professions, University of Texas Health Science Center at San Antonio
Accredited
ABSTRACT
The advance of information technology with governmental support allows researchers to utilize big data to conductrigorous rehabilitation-related studies in both the United States and Korea. While big data research has beenactively conducted in the United States, few Korean rehabilitation scientists currently conduct big data research. Inthis paper, we discuss the existing rehabilitation-related big data in Korea and introduce the current big dataresearch trends in the United States. In addition, we provide potential research areas by discussing the previousbig data studies in the United States, including 1) functional outcomes, 2) geographical variation, 3) linkage of apopulation-based cohort to hospital data, 4) cross-national comparison, and 5) scale development. We also discussvarious statistical methods required in big data research and compare how these methods differ compared to thetraditional research methods in rehabilitation research. Lastly, we discuss the importance of workforce developmentin rehabilitation-related big data research. We hope this paper will provide occupational therapy scientists andclinicians with practical and useful information about big data research and accelerate big data rehabilitationresearch communities in Korea.
Statistics
-
387 Viewed
-
1 Downloaded
Tools
Issue List
Citation status
* References for papers published after 2023 are currently being built.
[web]
/ 2009
/ American Recovery and Reinvestment Act, Public law
/ https://www.congress.gov/bill/111th-congress/housebill/1/text
[journal]
부가청
/ 2006
/
Korean Longitudinal Study of Ageing: Research Design for International Comparative Studies
/ 조사연구
/ 한국조사연구학회
7(2)
: 97~122
[web]
Centers for Disease Control Prevention
/ 2009
/ National health and nutrition examination survey
/ https://www.cdc.gov/nchs/nhanes/index.htm
[journal]
Centers for Medicare and Medicaid Services
/ 2013
/ Medicare program; Hospital inpatient prospective payment systems for acute care hospitals and the long-term care hospital prospective payment system and fiscal year 2014 rates; Quality reporting requirements for specific providers; Hospital conditions of participation; Payment policies related to patient status. Final rules
/ Federal Register
78(160)
: 50495~51040
[web]
Centers for Medicare and Medicaid Services
/ 2011
/ Health information technology for economic and clinical health act-electronic health record incentive program; Final rule. 2010
/ govinfo.gov/content/pkg/FR-2010-07-28/pdf/2010-17207.pdf
[journal]
차유진
/ 2017
/
Analysis of Medical Rehabilitation’s Fee Using National Health Insurance Service’s Big Data: Focusing on ICF Model
/ 대한작업치료학회지
/ 대한작업치료학회
25(4)
: 1~17
[journal]
조승현
/ 2018
/
Cost-Benefit Analysis of Occupational Therapy in Center for Dementia Based on Public Data
/ 대한작업치료학회지
/ 대한작업치료학회
26(2)
: 99~112
[journal]
조승현
/ 2016
/
Review of Statistical Changes in Occupational Therapy Services: 2011 to 2015
/ 대한작업치료학회지
/ 대한작업치료학회
24(4)
: 135~147
[journal]
Cieza, A.
/ 2015
/ The English are healthier than the Americans: Really?
/ International Journal of Epidemiology
44(1)
: 229~238
[journal]
Denny, J. C.
/ 2019
/ The “All of Us” Research Program
/ New England Journal of Medicine
/ Massachusetts Medical Society
381(7)
: 668~676
[journal]
Bianca K. Frogner
/ 2018
/ Physical Therapy as the First Point of Care to Treat Low Back Pain: An Instrumental Variables Approach to Estimate Impact on Opioid Prescription, Health Care Utilization, and Costs
/ Health Services Research
/ Wiley
53(6)
: 4629~4646
[journal]
Gillon, R.
/ 2003
/ Ethics needs principles-four can encompass the rest-and respect for autonomy should be"first among equals"
/ Journal of Medical Ethics
29(5)
: 307~312
[journal]
Harvey Goldstein
/ 2002
/ Partitioning variation in multilevel models
/ Understanding Statistics: Statistical Issues in Psychology, Education, and the Social Sciences
/ Informa UK Limited
1(4)
: 223~231
[journal]
James E. Graham
/ 2017
/ Effects of Acute-Postacute Continuity on Community Discharge and 30-Day Rehospitalization Following Inpatient Rehabilitation
/ Health Services Research
/ Wiley
52(5)
: 1631~1646
[journal]
Henry, J.
/ 2016
/ Adoption of electronic health record systems among US non-federal acute care hospitals: 2008-2015
/ ONC Data Brief
35
: 1~9
[journal]
I. Hong
/ 2016
/ Physical Activity and the Risk of Depression in Community-Dwelling Korean Adults With a History of Stroke
/ Physical Therapy
/ Oxford University Press (OUP)
[journal]
Ickpyo Hong
/ 2018
/ Cross-national health comparisons using the Rasch model: findings from the 2012 US Health and Retirement Study and the 2012 Mexican Health and Aging Study
/ Quality of Life Research
/ Springer Science and Business Media LLC
27(9)
: 2431~2441
[journal]
Hong, I.
/ 2018
/ Comparing disability levels for community-dwelling adults in the United States and the Republic of Korea using the Rasch model
/ Journal of Applied Measurement
19(2)
: 114~128
[journal]
Bret T. Howrey
/ 2017
/ Trajectories of Functional Change After Inpatient Rehabilitation for Traumatic Brain Injury
/ Archives of Physical Medicine and Rehabilitation
/ Elsevier BV
98(8)
: 1606~1613
[other]
/ 2014
/ Improving Medicare Post-Acute Transformation Act of 2014
/ Public law, 113-185, 128 Stat. 1952 (1801 U.S.C. 6001 et seq.)
[web]
Kaiser Family Foundation
/ 2018
/ Total number of Medicare beneficiaries
/ https://www.kff.org/
[journal]
Kim, Y. J
/ 2017
/ Cohort profile: The Korean Genome and Epidemiology Study (KoGES) consortium
/ International Journal of Epidemiology
46(2)
: e20~e20
[web]
Kline, R. B.
/ 2015
/ Principles and practice of structural equation modeling
/ Guilford publications
/ http://search.ebscohost.com/login.aspx?direct=true&AuthType=ip,uid&db=cat04364a&AN=ufl.025165413&site=eds-live
[web]
Korean Statistical Information Service
/ 2017
/ Statistical database
/ http://kosis.kr/eng/
[journal]
Yong-Fang Kuo
/ 2015
/ Potentially Preventable Hospitalizations in Medicare Patients With Diabetes
/ Medical Care
/ Ovid Technologies (Wolters Kluwer Health)
53(9)
: 776~783
[journal]
Kweon, S. H.
/ 2014
/ Data resource profile : The Korea National Health and Nutrition Examination Survey(KNHANES)
/ International Journal of Epidemiology
43(1)
: 69~77
[journal]
Linacre, J. M.
/ 1994
/ Sample size and item calibration stability
/ Rasch Measurement Transactions
7(4)
: 328~
[journal]
Addie Middleton
/ 2018
/ Facility and Geographic Variation in Rates of Successful Community Discharge After Inpatient Rehabilitation Among Medicare Fee-for-Service Beneficiaries
/ JAMA Network Open
/ American Medical Association (AMA)
1(7)
: e184332~
[journal]
Minicuci, N.
/ 2016
/ Data resource profile : Cross-national and cross-study sociodemographic and health-related harmonized domains from SAGE plus ELSA, HRS and SHARE(SAGE+, Wave 1)
/ International Journal of Epidemiology
45(5)
: 1403~1403
[web]
National Institutes of Health
/ 2018
/ NIH strategic plan for data science
/ https://datascience.nih.gov/strategicplan
[book]
Organization for Economic Co-operation and Development
/ 2015
/ Health at a glance 2015:OECD indicators
/ OECD Publishing
[web]
Ottenbacher, K.
/ 2016
/ Long-term health outcomes in Mexican American older adults
/ University of Texas Medical Branch: National Institutes of Health (NIH)
/ http://grantome.com/grant/NIH/R01-MD010355-01
[web]
/ Rehabilitation Research Career Development Program, Training areas
/ https://www.utmb.edu/rrcd
[confproc]
Reistetter, T.
/ 2019
/ Instrumental variable analysis for stroke rehabilitation outcomes comparing inpatient rehabilitation and skilled nursing facilities
/ Paper presented at the AOTA Annual Conference & Expo
[journal]
Timothy A. Reistetter
/ 2014
/ Regional Variation in Stroke Rehabilitation Outcomes
/ Archives of Physical Medicine and Rehabilitation
/ Elsevier BV
95(1)
: 29~38
[journal]
Timothy A. Reistetter
/ 2015
/ Geographic and Facility Variation in Inpatient Stroke Rehabilitation: Multilevel Analysis of Functional Status
/ Archives of Physical Medicine and Rehabilitation
/ Elsevier BV
96(7)
: 1248~1254
[book]
Rosenbaum, P. R.
/ 2002
/ Observational studies
/ Springer
[journal]
Rosenbaum, P. R.
/ 1983
/ Assessing sensitivity to an unobserved binary covariate in an observational study with binary outcome
/ Journal of the Royal Statistical Society, Series B
: 212~218
[web]
Shih, R. A.
/ 2012
/ Harmonization of cross-national studies of aging to the health and retirement study:Cognition
/ http://www.rand.org/pubs/working_papers/WR861z7.html
[journal]
Alan R. Weil
/ 2014
/ Big Data In Health: A New Era For Research And Patient Care
/ Health Affairs
/ Health Affairs (Project Hope)
33(7)
: 1110~1110
[web]
World Health Organization
/ 2010
/ Health system financing
/ https://www.who.int/whr/2010/10_summary_en.pdf
[book]
Wright, B. D.
/ 1979
/ Best test design
/ Mesa Press