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Temporal pattern of living support service utilization: trajectory analysis using time-series big data

Research Project

Project/Area Number 19K22745
Research Category

Grant-in-Aid for Challenging Research (Exploratory)

Allocation TypeMulti-year Fund
Review Section Medium-sized Section 58:Society medicine, nursing, and related fields
Research InstitutionTokyo Metropolitan Geriatric Hospital and Institute of Gerontology (2020)
The University of Tokyo (2019)

Principal Investigator

村山 洋史  地方独立行政法人東京都健康長寿医療センター(東京都健康長寿医療センター研究所), 東京都健康長寿医療センター研究所, 専門副部長 (00565137)

Project Period (FY) 2019-06-28 – 2022-03-31
Project Status Granted (Fiscal Year 2020)
Budget Amount *help
¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Fiscal Year 2020: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2019: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Keywords生活支援 / サービス利用 / 高齢者 / ビッグデータ / 生活支援サービス / 軌跡
Outline of Research at the Start

2015年に介護予防・日常生活支援総合事業が全国で開始され、各自治体では急ピッチで持続可能な生活支援サービス提供体制構築に向けた整備が進められているものの、生活支援サービス利用状況の詳細な検討は未だ十分ではない。本研究は、3年間で延1万件にのぼる訪問型生活支援サービス利用状況の時系列ビッグデータを用い、生活支援サービスはどのように類型化され、類型化されたサービスの利用状況は経時的にどのような軌跡を辿って変化し、その軌跡はどのような利用者特性の影響を受けるのかを明らかにする。本研究への社会的ニーズは高く、生活支援に関する時系列ビッグデータの解析を試みる点で極めて探索的かつ挑戦的テーマといえる。

Outline of Annual Research Achievements

2015年に介護予防・日常生活支援総合事業が全国で開始され、各自治体では急ピッチで持続可能な生活支援サービス提供体制構築に向けた整備が進められている。しかし、生活支援サービス利用状況の詳細な検討は未だ十分に行われていない。
本研究は、訪問型生活支援サービス利用状況の時系列ビッグデータを用い、他領域で発展してきた時系列データ解析手法を取り入れることで、①生活支援サービスはどのように類型化されるのか、②類型化されたサービスの利用状況は経時的にどのような軌跡を辿って変化するのか、③その軌跡はどのような利用者特性の影響を受けるのか、を明らかにする。本研究は、セコム株式会社「セコム暮らしのパートナー久我山」(以下、暮らしのパートナー)との産学連携研究として実施した。
2年目の2020年度は、2019年度に引き続きデータの整備と生活支援サービスの類型化を行った。暮らしのパートナーが2015年4月の開設以降、2020年6月まで約5年間提供してきた生活支援サービスの全業務記録データ(テキスト形式での定性的データ含む)から利用者の個人情報を取り除いた状態で提供を受け、すべてを定量的データに置き換える作業を行い、個人ごとのサービス利用の推移を検討した。

Current Status of Research Progress
Current Status of Research Progress

3: Progress in research has been slightly delayed.

Reason

生活支援サービスの全業務記録データ(テキスト形式での定性的データ含む)を定量的データに置き換える作業に関して、想定以上に時間を要した。これは、業務記録データを機械的に数値化するだけにとどまらず、時には状況を理解するためにデータを精査する必要があったためである。また、新型コロナウイルス感染症まん延の影響で、データ整備作業が滞った。

Strategy for Future Research Activity

定量的データ化については、概ね完了しているため、引き続き解析を行っていく。解析については、リモートでも実施が可能なため、以降の作業が順調に進行するように努める。

Report

(2 results)
  • 2020 Research-status Report
  • 2019 Research-status Report

Research Products

(44 results)

All 2020 2019

All Journal Article (39 results) (of which Int'l Joint Research: 14 results,  Peer Reviewed: 39 results,  Open Access: 28 results) Presentation (5 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Workplace and community social capital and burnout among professionals of health and welfare services for the seniors: A multilevel analysis in Japan2020

    • Author(s)
      Murayama Hiroshi、Nonaka Kumiko、Hasebe Masami、Fujiwara Yoshinori
    • Journal Title

      J Occup Health

      Volume: 62 Issue: 1 Pages: n/a

    • DOI

      10.1002/1348-9585.12177

    • NAID

      130007942378

    • ISSN
      1341-9145, 1348-9585
    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Socioeconomic differences in trajectories of functional capacity among older Japanese: A 25-year longitudinal study.2020

    • Author(s)
      Murayama H, Liang J, Shaw BA, Botoseneanu A, Kobayashi E, Fukaya T, Shinkai S
    • Journal Title

      Journal of the American Medical Directors Association

      Volume: 印刷中

    • DOI

      10.1016/j.jamda.2020.02.012

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Efficacy of a Community Health Worker?Based Intervention in Improving Dietary Habits Among Community-Dwelling Older People: A Controlled, Crossover Trial in Japan2020

    • Author(s)
      Murayama Hiroshi、Taguchi Atsuko、Spencer Michael S.、Yamaguchi Takuhiro
    • Journal Title

      Health Education & Behavior

      Volume: 47 Pages: 47-56

    • DOI

      10.1177/1090198119891975

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Sekentei as a Socio-Cultural Determinant of Cognitive Function among Older Japanese People: Findings from the NEIGE Study2020

    • Author(s)
      Murayama Hiroshi、Inoue Shigeru、Fujiwara Takeo、Fukui Naoki、Yokoyama Yuichi、Shobugawa Yugo
    • Journal Title

      International Journal of Environmental Research and Public Health

      Volume: 17 Pages: 4480-4480

    • DOI

      10.3390/ijerph17124480

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Age and gender differences in the association between body mass index and all-cause mortality among older Japanese2020

    • Author(s)
      Hiroshi Murayama, Jersey Liang, Benjamin A. Shaw, Anda Botoseneanu, Erika Kobayashi, Taro Fukaya & Shoji Shinkai
    • Journal Title

      Ethnicity & Health

      Volume: - Pages: 874-887

    • DOI

      10.1080/13557858.2018.1469737

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Childhood socioeconomic disadvantage as a determinant of late-life physical function in older Japanese people.2020

    • Author(s)
      Hiroshi Murayama, Mika Sugiyama , Hiroki Inagaki, Ayako Edahiro, Tsuyoshi Okamura,Keiko Motokawa, Shuichi Awata.
    • Journal Title

      Archives of Gerontology and Geriatrics

      Volume: 87 Pages: 103894-103894

    • DOI

      10.1016/j.archger.2019.05.019

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] National prevalence of frailty in the older Japanese population: Findings from a nationally representative survey2020

    • Author(s)
      Murayama Hiroshi、Kobayashi Erika、Okamoto Shohei、Fukaya Taro、Ishizaki Tatsuro、Liang Jersey、Shinkai Shoji
    • Journal Title

      Archives of Gerontology and Geriatrics

      Volume: 91 Pages: 104220-104220

    • DOI

      10.1016/j.archger.2020.104220

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Association Between Traditional Japanese Diet Washoku and Sarcopenia in Community-Dwelling Older Adults: Findings from the Kashiwa Study.2020

    • Author(s)
      Suthutvoravut, U., Takahashi, K., Murayama, H. et al.
    • Journal Title

      The journal of nutrition, health & aging

      Volume: 24 Pages: 282-289

    • DOI

      10.1007/s12603-020-1318-3

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Cohort Profile of the NEIGE Study in Tokamachi City, Japan2020

    • Author(s)
      Shobugawa Yugo、Murayama Hiroshi、Fujiwara Takeo、Inoue Shigeru
    • Journal Title

      Journal of Epidemiology

      Volume: - Issue: 7 Pages: 281-287

    • DOI

      10.2188/jea.je20190036

      10.2188/jea.JE20190036

    • NAID

      130007870957

    • ISSN
      0917-5040, 1349-9092
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Factors relating to social isolation in urban Japanese older people: A 2-year prospective cohort study2020

    • Author(s)
      Takahashi Tomoya、Nonaka Kumiko、Matsunaga Hiroko、Hasebe Masami、Murayama Hiroshi、Koike Takashi、Murayama Yoh、Kobayashi Erika、Fujiwara Yoshinori
    • Journal Title

      Archives of Gerontology and Geriatrics

      Volume: 86 Pages: 103936-103936

    • DOI

      10.1016/j.archger.2019.103936

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effectiveness of peer counseling, social engagement, and combination interventions in improving depressive symptoms of community-dwelling Filipino senior citizens2020

    • Author(s)
      Carandang Rogie Royce、Shibanuma Akira、Kiriya Junko、Vardeleon Karen Rose、Asis Edward、Murayama Hiroshi、Jimba Masamine
    • Journal Title

      PLOS ONE

      Volume: 15

    • DOI

      10.1371/journal.pone.0230770

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Healthy lifestyle behaviors and transitions in frailty status among independent community-dwelling older adults: The Yabu cohort study2020

    • Author(s)
      Abe Takumi、Nofuji Yu、Seino Satoshi、Murayama Hiroshi、Yoshida Yuka、Tanigaki Tomomi、Yokoyama Yuri、Narita Miki、Nishi Mariko、Kitamura Akihiko、Shinkai Shoji
    • Journal Title

      Maturitas

      Volume: 136 Pages: 54-59

    • DOI

      10.1016/j.maturitas.2020.04.007

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Working for only financial reasons attenuates the health effects of working beyond retirement age: A 2‐year longitudinal study2020

    • Author(s)
      Nemoto Yuta、Takahashi Tomoya、Nonaka Kumiko、Hasebe Masami、Koike Takashi、Minami Ushio、Murayama Hiroshi、Matsunaga Hiroko、Kobayashi Erika、Fujiwara Yoshinori
    • Journal Title

      Geriatrics & Gerontology International

      Volume: 20 Pages: 745-751

    • DOI

      10.1111/ggi.13941

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Association Between Overtime-Working Environment and Psychological Distress Among Japanese Workers2020

    • Author(s)
      Ishida Yoko、Murayama Hiroshi、Fukuda Yoshiharu
    • Journal Title

      Journal of Occupational & Environmental Medicine

      Volume: 62 Pages: 641-646

    • DOI

      10.1097/jom.0000000000001920

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] A qualitative study on the reasons for solitary eating habits of older adults living with family2020

    • Author(s)
      Takahashi Kyo、Murayama Hiroshi、Tanaka Tomoki、Takase Mai、Suthutvoravut Unyaporn、Iijima Katsuya
    • Journal Title

      PLOS ONE

      Volume: 15

    • DOI

      10.1371/journal.pone.0234379

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Changes in rural older adults’ sedentary and physically-active behaviors between a non-snowfall and a snowfall season: compositional analysis from the NEIGE study2020

    • Author(s)
      Amagasa Shiho、Inoue Shigeru、Murayama Hiroshi、Fujiwara Takeo、Kikuchi Hiroyuki、Fukushima Noritoshi、Machida Masaki、Chastin Sebastien、Owen Neville、Shobugawa Yugo
    • Journal Title

      BMC Public Health

      Volume: 20 Pages: 1248-1248

    • DOI

      10.1186/s12889-020-09343-8

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Gender Difference in the Association Between Subjective Socioeconomic Mobility Across Life Course and Mortality at Older Ages: Results From the JAGES Longitudinal Study2020

    • Author(s)
      Nagamine Yuiko、Fujiwara Takeo、Tani Yukako、Murayama Hiroshi、Tabuchi Takahiro、Kondo Katsunori、Kawachi Ichiro
    • Journal Title

      Journal of Epidemiology

      Volume: - Issue: 11 Pages: 497-502

    • DOI

      10.2188/jea.je20190083

      10.2188/jea.JE20190083

    • NAID

      130007936919

    • ISSN
      0917-5040, 1349-9092
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Associations of Sedentary and Physically-Active Behaviors With Cognitive-Function Decline in Community-Dwelling Older Adults: Compositional Data Analysis From the NEIGE Study2020

    • Author(s)
      Amagasa Shiho、Inoue Shigeru、Murayama Hiroshi、Fujiwara Takeo、Kikuchi Hiroyuki、Fukushima Noritoshi、Machida Masaki、Chastin Sebastien、Owen Neville、Shobugawa Yugo
    • Journal Title

      Journal of Epidemiology

      Volume: - Issue: 11 Pages: 503-508

    • DOI

      10.2188/jea.je20190141

      10.2188/jea.JE20190141

    • NAID

      130007936920

    • ISSN
      0917-5040, 1349-9092
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Effects of a multifactorial intervention for improving frailty on risk of long-term care insurance certification, death, and long-term care cost among community-dwelling older adults: A quasi-experimental study using propensity score matching2020

    • Author(s)
      横山 友里、新開 省二、清野 諭、光武 誠吾、西 真理子、村山 洋史、成田 美紀、石崎 達郎、野藤 悠、北村 明彦
    • Journal Title

      JAPANESE JOURNAL OF PUBLIC HEALTH

      Volume: 67 Issue: 10 Pages: 752-762

    • DOI

      10.11236/jph.67.10_752

    • NAID

      130007959235

    • ISSN
      0546-1766, 2187-8986
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] School students’ greeting behavior and its association with their community attachment and helping behavior2020

    • Author(s)
      村山 幸子、倉岡 正高、野中 久美子、田中 元基、根本 裕太、安永 正史、小林 江里香、村山 洋史、藤原 佳典
    • Journal Title

      JAPANESE JOURNAL OF PUBLIC HEALTH

      Volume: 67 Issue: 7 Pages: 452-460

    • DOI

      10.11236/jph.67.7_452

    • NAID

      130007882603

    • ISSN
      0546-1766, 2187-8986
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Concept analysis of “<i>Gojo</i>” (mutual help)2020

    • Author(s)
      伊藤 海、田口 敦子、松永 篤志、竹田 香織、村山 洋史、大森 純子
    • Journal Title

      JAPANESE JOURNAL OF PUBLIC HEALTH

      Volume: 67 Issue: 5 Pages: 334-343

    • DOI

      10.11236/jph.67.5_334

    • NAID

      130007851574

    • ISSN
      0546-1766, 2187-8986
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Characteristics of older people willing to offer lifestyle support to other community members living in rural areas with heavy snowfall2020

    • Author(s)
      伊藤 海、村山 洋史、田口 敦子、大森 純子
    • Journal Title

      JAPANESE JOURNAL OF PUBLIC HEALTH

      Volume: 67 Issue: 12 Pages: 860-870

    • DOI

      10.11236/jph.67.12_860

    • NAID

      130007964611

    • ISSN
      0546-1766, 2187-8986
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 市町村保健センターの多世代住民に向けた事業における連携体制の実態に関する検討2020

    • Author(s)
      相良友哉, 大澤絵里, 村山洋史, 藤原佳典
    • Journal Title

      日本世代間交流学会誌

      Volume: 9 Pages: 3-12

    • NAID

      40022260010

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] The Differential Effects of Age on the Association Between Childhood Socioeconomic Disadvantage and Subjective Symptoms of Dementia Among Older Japanese People2019

    • Author(s)
      Murayama H, Sugiyama M, Inagaki H, Ura C, Miyamae F, Edahiro A, Motokawa K, Okamura T, Awata S.
    • Journal Title

      Journal of Epidemiology

      Volume: in press Issue: 7 Pages: 241-246

    • DOI

      10.2188/jea.je20180002

      10.2188/jea.JE20180002

    • NAID

      130007674914

    • ISSN
      0917-5040, 1349-9092
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Ecological relationship between social capital and cognitive decline in Japan: A preliminary study for dementia‐friendly communities2019

    • Author(s)
      Murayama Hiroshi、Ura Chiaki、Miyamae Fumiko、Sakuma Naoko、Sugiyama Mika、Inagaki Hiroki、Okamura Tsuyoshi、Awata Shuichi
    • Journal Title

      Geriatr Gerontol Int.

      Volume: 19 Pages: 950-955

    • DOI

      10.1111/ggi.13736

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Sekentei and objectively-measured physical activity among older Japanese people: a cross-sectional analysis from the NEIGE study2019

    • Author(s)
      Murayama Hiroshi、Amagasa Shiho、Inoue Shigeru、Fujiwara Takeo、Shobugawa Yugo
    • Journal Title

      BMC Public Health

      Volume: 19 Pages: 1331-1331

    • DOI

      10.1186/s12889-019-7702-4

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Does community social capital buffer the relationship between educational disadvantage and cognitive impairment? A multilevel analysis in Japan2019

    • Author(s)
      Murayama Hiroshi、Miyamae Fumiko、Ura Chiaki、Sakuma Naoko、Sugiyama Mika、Inagaki Hiroki、Okamura Tsuyoshi、Awata Shuichi
    • Journal Title

      BMC Public Health

      Volume: 19 Pages: 1442-1442

    • DOI

      10.1186/s12889-019-7803-0

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Association of Trajectories of Higher-Level Functional Capacity with Mortality and Medical and Long-Term Care Costs Among Community-Dwelling Older Japanese2019

    • Author(s)
      Taniguchi Yu、Kitamura Akihiko、Nofuji Yu、Ishizaki Tatsuro、Seino Satoshi、Yokoyama Yuri、Shinozaki Tomohiro、Murayama Hiroshi、Mitsutake Seigo、Amano Hidenori、Nishi Mariko、Matsuyama Yutaka、Fujiwara Yoshinori、Shinkai Shoji
    • Journal Title

      Journal of Gerontology: Biological Sciences & Medical Sciences

      Volume: 印刷中 Pages: 211-218

    • DOI

      10.1093/gerona/gly024

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Determinants of depressive symptoms in Filipino senior citizens of the community-based ENGAGE study.2019

    • Author(s)
      Carandang RZ, Shibanuma A, Kiriya J, Asis EL, Chavez DC, Meana M, Murayama H, Jimba M.
    • Journal Title

      Archives of Gerontology and Geriatrics

      Volume: in press Pages: 186-191

    • DOI

      10.1016/j.archger.2019.02.014

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The impact of intergenerational programs on social capital in Japan: a randomized population-based cross-sectional study2019

    • Author(s)
      Murayama Y, Murayama H, Hasebe M, Yamaguchi J, Fujiwara Y.
    • Journal Title

      BMC Public Health

      Volume: 19(1) Pages: 156-156

    • DOI

      10.1186/s12889-019-6480-3

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Validity of the Japanese version of the Quick Mild Cognitive Impairment screen.2019

    • Author(s)
      Morita A, O’Caoimh R, Murayama H, Molloy DW, Inoue S, Shobugawa Y, Fujiwara T.
    • Journal Title

      International Journal of Environmental Research and Public Health

      Volume: in press Pages: 917-917

    • DOI

      10.3390/ijerph16060917

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Which Aspects of Dining Style are Associated with Depressive Mood? A Study at an Assisted Living Facility in Japan2019

    • Author(s)
      Takase Mai、Murayama Hiroshi、Hirukawa Sayaka、Sugimoto Minami、Ono Sachiko、Tanaka Tomoki、Kimata Mari
    • Journal Title

      Journal of nutrition in gerontology and geriatrics

      Volume: 38 Pages: 377-386

    • DOI

      10.1080/21551197.2019.1662356

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Unmet Needs and Coping Mechanisms Among Community-Dwelling Senior Citizens in the Philippines: A Qualitative Study2019

    • Author(s)
      Carandang、Asis、Shibanuma、Kiriya、Murayama、Jimba
    • Journal Title

      International Journal of Environmental Research and Public Health

      Volume: 16 Pages: 3745-3745

    • DOI

      10.3390/ijerph16193745

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Leadership and Peer Counseling Program: Evaluation of Training and Its Impact on Filipino Senior Peer Counselors2019

    • Author(s)
      Carandang、Shibanuma、Kiriya、Vardeleon、Marges、Asis、Murayama、Jimba
    • Journal Title

      International Journal of Environmental Research and Public Health

      Volume: 16 Pages: 4108-4108

    • DOI

      10.3390/ijerph16214108

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Anticipatory anxiety about future dementia-related care needs: towards a dementia-friendly community.2019

    • Author(s)
      Okamura T, Sugiyama M, Inagaki H, Murayama H, Ura C, Miyamae F, Edahiro A, Motokawa K, Awata S.
    • Journal Title

      Psychogeriatrics

      Volume: [Epub ahead of print] Pages: 539-546

    • DOI

      10.1111/psyg.12433

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effects of an interprofessional educational program for homecare professionals on building social capital: a trial in an urban area2019

    • Author(s)
      村山 洋史、小宮山 恵美、平原 佐斗司、野中 久美子、飯島 勝矢、藤原 佳典
    • Journal Title

      JAPANESE JOURNAL OF PUBLIC HEALTH

      Volume: 66 Issue: 6 Pages: 317-326

    • DOI

      10.11236/jph.66.6_317

    • NAID

      130007666059

    • ISSN
      0546-1766, 2187-8986
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Process and outcome evaluation of community-based strategies for frailty prevention in the elderly with the help of the senior workforce at Silver Human Resources Centers in Yabu City, Japan2019

    • Author(s)
      野藤 悠、北村 明彦、新開 省二、清野 諭、村山 洋史、吉田 由佳、谷垣 知美、横山 友里、成田 美紀、西 真理子、中村 正和
    • Journal Title

      JAPANESE JOURNAL OF PUBLIC HEALTH

      Volume: 66 Issue: 9 Pages: 560-573

    • DOI

      10.11236/jph.66.9_560

    • NAID

      130007723848

    • ISSN
      0546-1766, 2187-8986
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development and effectiveness of care preventive supporter training programs based on a literature review2019

    • Author(s)
      田口 敦子、備前 真結、松永 篤志、森下 絵梨、岩間 純子、小川 尚子、伊藤 海、村山 洋史
    • Journal Title

      JAPANESE JOURNAL OF PUBLIC HEALTH

      Volume: 66 Issue: 9 Pages: 582-592

    • DOI

      10.11236/jph.66.9_582

    • NAID

      130007723863

    • ISSN
      0546-1766, 2187-8986
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Characteristics and challenges of health promotion volunteer organizations in Japan: Findings from a national municipality survey2019

    • Author(s)
      田口 敦子、村山 洋史、竹田 香織、伊藤 海、藤内 修二
    • Journal Title

      JAPANESE JOURNAL OF PUBLIC HEALTH

      Volume: 66 Issue: 11 Pages: 712-722

    • DOI

      10.11236/jph.66.11_712

    • NAID

      130007751465

    • ISSN
      0546-1766, 2187-8986
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 世界経済不況が喫煙状況および飲酒頻度に及ぼす影響: 中高年者縦断調査データの解析2020

    • Author(s)
      村山洋史, 駒沢行賓, 柿崎真沙子, 福田吉治, 田淵貴大
    • Organizer
      第30回日本疫学会学術総会
    • Related Report
      2020 Research-status Report
  • [Presentation] 公衆衛生分野におけるナッジ活用の現状と可能性: 政策への応用と産官学連携に向けて2020

    • Author(s)
      村山洋史
    • Organizer
      第79回日本公衆衛生学会総会
    • Related Report
      2020 Research-status Report
  • [Presentation] 高齢期就労の効果: 高齢者本人への健康影響と周囲への恩恵の好循環2020

    • Author(s)
      村山洋史
    • Organizer
      第79回日本公衆衛生学会総会
    • Related Report
      2020 Research-status Report
  • [Presentation] 就労と死亡の関連: 高齢者を対象としたシステマティックレビュー2020

    • Author(s)
      村山洋史, 高瀬麻以, 渡邉彩, 西中川まき, 藤原佳典
    • Organizer
      第79回日本公衆衛生学会総会
    • Related Report
      2020 Research-status Report
  • [Presentation] Weight change and all-cause mortality in later life: Findings from the National Survey of the Japanese Elderly2020

    • Author(s)
      Murayama H, Liang J, Shaw BA, Botoseneanu A, Kobayashi E, Fukaya T, Shinkai S
    • Organizer
      The 2020 Annual Scientific Meeting of Gerontological Society of America (GSA)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research

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Published: 2019-07-04   Modified: 2021-12-27  

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