2016 Fiscal Year Final Research Report
Construction of the health process model based on state transition probability for individualized health guidance
| Project/Area Number |
15K12688
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| Research Category |
Grant-in-Aid for Challenging Exploratory Research
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| Allocation Type | Multi-year Fund |
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| Research Field |
Applied health science
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| Research Institution | Nagoya City University (2016)
Chubu University (2015) |
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Principal Investigator |
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| Co-Investigator(Renkei-kenkyūsha) |
NISHIMURA Haruhiko 兵庫県立大学, 大学院・応用情報科学研究科, 教授 (40218201)
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| Project Period (FY) |
2015-04-01 – 2017-03-31
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| Keywords | 保健健康情報 / 特定健診 / 保健指導 / 確率モデル |
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| Outline of Final Research Achievements |
We worked on the construction of a "health process model" to be utilized for individual health guidance to medical checkup examinees. It can show what kind of health state transition recipients are easy to make as a diverse and rational transition model. We devised binary conversion based on reference value of medical examination data and expression of 16 states state by logical disjunction based on factor analysis of examination item. And we applied it to health examination data of consultants who underwent medical examination with age at a certain health examination implementing company and calculated the state transition probability between health conditions of examinees when viewed as time series. Furthermore, we analyzed the trend of state transition by state transition probability by age of examinees. Finally, we constructed a prototype of a health process model based on the state transition probability that can be utilized as an Android application.
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| Free Research Field |
保健医療情報のデータマイニング的アプローチによる情報利活用に関する研究
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