{"id":2638673,"date":"2025-09-11T03:33:23","date_gmt":"2025-09-11T03:33:23","guid":{"rendered":"https:\/\/www.wacoca.com\/news\/2638673\/"},"modified":"2025-09-11T03:33:23","modified_gmt":"2025-09-11T03:33:23","slug":"%e6%97%a5%e6%9c%ac%e4%ba%ba%e3%81%8c%e3%82%88%e3%81%8f%e8%ba%ab%e4%bd%93%e3%82%92%e5%8b%95%e3%81%8b%e3%81%97%e3%81%a6%e3%81%84%e3%82%8b%e6%97%a5%e5%b8%b8%e3%81%ae%e5%a0%b4%e9%9d%a2%e3%81%a8%e3%81%af","status":"publish","type":"post","link":"https:\/\/www.wacoca.com\/news\/2638673\/","title":{"rendered":"\u65e5\u672c\u4eba\u304c\u3088\u304f\u8eab\u4f53\u3092\u52d5\u304b\u3057\u3066\u3044\u308b\u65e5\u5e38\u306e\u5834\u9762\u3068\u306f\uff1f \uff5e\u591a\u69d8\u306a\u8eab\u4f53\u6d3b\u52d5\u306b\u304a\u3051\u308b\u9818\u57df\u5225\u69cb\u6210\u6bd4\u306e\u53ef\u8996\uff08\u307f\u3048\u308b\uff09\u5316\uff5e – \u8abf\u67fb\u30fb\u7814\u7a76 – \u7b39\u5ddd\u30b9\u30dd\u30fc\u30c4\u8ca1\u56e3"},"content":{"rendered":"

\"\u65e5\u672c\u4eba\u304c\u3088\u304f\u8eab\u4f53\u3092\u52d5\u304b\u3057\u3066\u3044\u308b\u65e5\u5e38\u306e\u5834\u9762\u3068\u306f\uff1f\"\/<\/p>\n

\t\t\t\t 1.\u300c\u30b9\u30dd\u30fc\u30c4\u30e9\u30a4\u30d5\u30fb\u30c7\u30fc\u30bf\u300d\u306eGPAQ\u3092\u7528\u3044\u305f\u8ad6\u6587\u304cJournal of Physical Activity and Health\u306b\u63b2\u8f09<\/p>\n

\u3000\u7b39\u5ddd\u30b9\u30dd\u30fc\u30c4\u8ca1\u56e3\u304c\u9694\u5e74\u3067\u884c\u3046\u300c\u30b9\u30dd\u30fc\u30c4\u30e9\u30a4\u30d5\u306b\u95a2\u3059\u308b\u8abf\u67fb\u300d\uff08\u4ee5\u4e0b\u300c\u30b9\u30dd\u30fc\u30c4\u30e9\u30a4\u30d5\u8abf\u67fb\u300d\u3068\u8868\u8a18\uff09\u306b\u306f\u30012020\u5e74\u3088\u308a\u4e16\u754c\u4fdd\u5065\u6a5f\u95a2(World Health Organization: WHO)\u304c\u958b\u767a\u3057\u305f\u4e16\u754c\u6a19\u6e96\u5316\u8eab\u4f53\u6d3b\u52d5\u8cea\u554f\u7968(Global Physical Activity Questionnaire: GPAQ)1)\u304c\u8ffd\u52a0\u3055\u308c\u3066\u3044\u308b\u3002\u7b39\u5ddd\u30b9\u30dd\u30fc\u30c4\u8ca1\u56e3\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3067\u306f\u3001GPAQ\u3092\u4f7f\u7528\u3057\u305f\u4e8c\u6b21\u5206\u6790\u306b\u95a2\u3059\u308b\u7814\u7a76\u30ec\u30dd\u30fc\u30c82)-4)\u304c\u7d39\u4ecb\u3055\u308c\u3066\u304d\u305f\u304c\u3001\u3053\u306e\u305f\u3073\u300c\u30b9\u30dd\u30fc\u30c4\u30e9\u30a4\u30d5\u8abf\u67fb2020\u300d5)\u3067\u8074\u53d6\u3055\u308c\u305fGPAQ\u3092\u7528\u3044\u305f\u8ad6\u6587\uff08\u4ee5\u4e0b\u300c\u8ad6\u6587\u300d\u3068\u8868\u8a18\uff09\u304c\u3001Journal of Physical Activity and Health\u306b\u516c\u958b\u3055\u308c\u305f6)\u3002\u57f7\u7b46\u306b\u3042\u305f\u308a\u3001\u6797\u52c7\u6a39\u5148\u751f\uff08\u8ffd\u624b\u9580\u5b66\u9662\u5927\u5b66\uff09\u3001Lee, I-Min\u5148\u751f\uff08\u30cf\u30fc\u30d0\u30fc\u30c9\u5927\u5b66\uff09\u3001\u305d\u3057\u3066SSF\u30b9\u30dd\u30fc\u30c4\u30e9\u30a4\u30d5\u8abf\u67fb\u59d4\u54e1\u3067\u3082\u3042\u308b\u938c\u7530\u771f\u5149\u5148\u751f\uff08\u6771\u4eac\u5927\u5b66\uff09\u306b\u306f\u3001\u5171\u8457\u8005\u3068\u3057\u3066\u591a\u5927\u306a\u304a\u529b\u6dfb\u3048\u3092\u9802\u3044\u305f\u3002\u3053\u306e\u5834\u3092\u501f\u308a\u3066\u5fa1\u793c\u3092\u7533\u3057\u4e0a\u3052\u305f\u3044\u3002<\/p>\n

\u3000\u8ad6\u6587\u306e\u8a73\u7d30\u306fWEB\u30da\u30fc\u30b8\u3092\u53c2\u7167\u3055\u308c\u305f\u3044\u304c\u3001\u672c\u7a3f\u3067\u306f\u4e00\u90e8\u306e\u7d50\u679c\u3092\u4ea4\u3048\u306a\u304c\u3089\u3001\u653f\u7b56\u95a2\u4fc2\u8005\u3084\u7814\u7a76\u8005\u5411\u3051\u306b\u8ad6\u6587\u306e\u6d3b\u7528\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u305f\u3044\u3002\u30dd\u30a4\u30f3\u30c8\u3092\u4ee5\u4e0b\u306e\u901a\u308a\u307e\u3068\u3081\u305f\u3002<\/p>\n

Journal of Physical Activity and Health\u63b2\u8f09\u8ad6\u65876)\u306e\u6d3b\u7528\u4f8b<\/p>\n

\u2460 \u57fa\u790e\u8cc7\u6599\u3068\u3057\u3066\u306e\u5229\u7528<\/p>\n

\u2461 \u516c\u958b\u3055\u308c\u305fPython\u30b3\u30fc\u30c9\u3092\u5229\u7528\u3057\u305f\u7d50\u679c\u306e\u51fa\u529b<\/p>\n

\u203b\u8ad6\u6587\u306e\u8a73\u7d30\u306f\u672c\u6587\u3092\u3054\u89a7\u3044\u305f\u3060\u304d\u3001\u4e0b\u8a18\u306e\u901a\u308a\u5f15\u7528\u3044\u305f\u3060\u304d\u305f\u3044\u3002
Fujioka, N., Hayashi, Y., Lee, I. M., & Kamada, M. (2025). Where do People Engage in Physical Activity? A Visualization Approach to the Domain Composition of Population Physical Activity.\u00a0Journal of Physical Activity and Health,\u00a022(8), 971-978.<\/p>\n

\t\t\t\t2. \u4ed5\u4e8b\u3068\u5bb6\u4e8b\u3001\u79fb\u52d5\u3001\u4f59\u6687\u3001\u3069\u306e\u9818\u57df\u3067\u8eab\u4f53\u3092\u52d5\u304b\u3059\u4eba\u3005\u304c\u591a\u3044\uff08\u5c11\u306a\u3044\uff09\u306e\u304b\u3092\u53ef\u8996\u5316<\/p>\n

\u3000\u8ad6\u6587\u306e\u5185\u5bb9\u3092\u4e00\u8a00\u3067\u8868\u3059\u306a\u3089\u3070\u3001\u300c\u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306e\u5b9f\u65bd\u30d1\u30bf\u30fc\u30f3\u3092\u5206\u5e03\u3067\u53ef\u8996\u5316\u3057\u305f\u7814\u7a76\u300d\u3067\u3042\u308b\u3002\u751f\u6d3b\u5168\u4f53\u306b\u304a\u3051\u308b\u8eab\u4f53\u6d3b\u52d5\u306f\u3001\u4ed5\u4e8b\u3068\u5bb6\u4e8b\u3001\u79fb\u52d5\u3001\u4f59\u6687\u3068\u3044\u3063\u305f\u3055\u307e\u3056\u307e\u306a\u5834\u9762\uff08\u9818\u57df\uff09\u3067\u306e\u8eab\u4f53\u6d3b\u52d5\u304b\u3089\u6210\u308a\u7acb\u3063\u3066\u3044\u308b\u3002\u8eab\u4f53\u6d3b\u52d5\u91cf\u5168\u4f53\u3092\u5897\u3084\u3059\u306b\u306f\u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306e\u5b9f\u614b\u3092\u6349\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u304c\u3001\u3069\u306e\u9818\u57df\u3067\u3001\u3069\u308c\u307b\u3069\u8eab\u4f53\u6d3b\u52d5\u3092\u884c\u3063\u3066\u3044\u308b\u306e\u304b\u306f\u4eba\u306b\u3088\u3063\u3066\u3055\u307e\u3056\u307e\u3067\u3042\u308b\u3002\u4f8b\u3048\u3070\u3001\u56f3\u88681\u306b\u793a\u3057\u305f\u30b5\u30f3\u30d7\u30eb\u306e\u3046\u3061\u3001A\u3068C\u306f\u79fb\u52d5\u3068\u4f59\u6687\u3001B\u306f\u4ed5\u4e8b\u3068\u5bb6\u4e8b\u306e\u307f\u3001D\u306f\u3059\u3079\u3066\u306e\u9818\u57df\u3067\u8eab\u4f53\u3092\u52d5\u304b\u3057\u3066\u3044\u308b\u3002<\/p>\n

\u56f3\u88681\u3000\u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306e\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u3068\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u306e\u30a4\u30e1\u30fc\u30b8
\n\"\u56f3\u88681\u3000\u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306e\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u3068\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u306e\u30a4\u30e1\u30fc\u30b8\"\/<\/p>\n

1) \u5b9f\u969b\u306e\u5206\u6790\u306b\u4f7f\u7528\u3057\u305f\u30b5\u30f3\u30d7\u30eb\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u8868\u4e2d\u306e\u6570\u5024\u306f\u3059\u3079\u3066\u4f8b\u3068\u3057\u3066\u8a18\u8f09\u3057\u3066\u3044\u308b\u3002<\/p>\n

2) MVPA(moderate and vigorous physical activity)\u3068\u306f10\u5206\u4ee5\u4e0a\u7d99\u7d9a\u3059\u308b\u4e2d\u9ad8\u5f37\u5ea6\u8eab\u4f53\u6d3b\u52d5\u91cf\u3092\u8868\u3057\u3001\u4e2d\u5f37\u5ea6\u307e\u305f\u306f\u9ad8\u5f37\u5ea6\u306e\u8eab\u4f53\u6d3b\u52d5\u306e\u304d\u3064\u3055\uff08\u30e1\u30c3\u30c4\uff09\u30681\u9031\u9593\u3042\u305f\u308a\u306e\u6d3b\u52d5\u6642\u9593\uff08\u5206\uff09\u3092\u4e57\u3058\u3066\u7b97\u51fa\u3057\u3066\u3044\u308b\uff08\u5358\u4f4d\u306f\u300c\u30e1\u30c3\u30c4\u30fb\u5206\/\u9031\u300d\uff09\u3002<\/p>\n

\u3000\u8ad6\u6587\u3067\u306f\u3001\u3053\u3046\u3057\u305f\u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u77e5\u308b\u305f\u3081\u306b\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u3092\u7b97\u51fa\u3057\u305f\u3002\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u3068\u306f\u3001\u5404\u9818\u57df\u306e\u4e2d\u9ad8\u5f37\u5ea6\u8eab\u4f53\u6d3b\u52d5\u91cf(moderate and vigorous physical activity: MVPA)\u3092\u4e2d\u9ad8\u5f37\u5ea6\u8eab\u4f53\u6d3b\u52d5\u91cf\u306e\u5408\u8a08\uff08\u4ee5\u4e0b\u300cMVPA\u5408\u8a08\u300d\u3068\u8868\u8a18\uff09\u3067\u5272\u3063\u305f\u5024\u3067\u3042\u308a\u3001\u751f\u6d3b\u5168\u4f53\u306b\u304a\u3051\u308bMVPA\u5408\u8a08\u3092100%\u3068\u3057\u305f\u5834\u5408\u3001\u5404\u9818\u57df\u306eMVPA\u304c\u5360\u3081\u308b\u5272\u5408\u3092\u8868\u3059\u6307\u6a19\u3068\u306a\u308b\uff08\u56f3\u88681 \u4e2d\u592e\u306e\u8868\uff09\u3002\u305d\u3057\u3066\u3001\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u3068\u3088\u3070\u308c\u308b\u56f3\u3092\u4f7f\u3046\u3068\u3001\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u306e\u5024\u306b\u5fdc\u3058\u3066\u5404\u30b5\u30f3\u30d7\u30eb\u306e\u914d\u7f6e\u5834\u6240\u304c\u5fc5\u305a1\u70b9\u306b\u5b9a\u307e\u308b\uff08\u56f3\u88681 \u53f3\u5074\u306e\u56f3\uff09\u3002\u3053\u3046\u3057\u3066\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u4e0a\u306b\u3067\u304d\u3042\u304c\u308b\u5206\u5e03\u306b\u306f\u3001\u4eba\u304c\u5bc6\u96c6\u3059\u308b\u90e8\u5206\u3068\u305d\u3046\u3067\u306a\u3044\u90e8\u5206\u304c\u767a\u751f\u3059\u308b\u3002\u6211\u3005\u306f\u3001\u3053\u306e\u5206\u5e03\u306b\u304a\u3051\u308b\u30b5\u30f3\u30d7\u30eb\u306e\u5bc6\u96c6\u5ea6\u3092\u8272\u306e\u9055\u3044\u3067\u8868\u73fe\u3059\u308b\u53ef\u8996\u5316\u624b\u6cd5\u3092\u958b\u767a\u3057\u3001\u3069\u306e\u9818\u57df\u3067\u8eab\u4f53\u3092\u52d5\u304b\u3059\u4eba\u3005\u304c\u591a\u3044\uff08\u5c11\u306a\u3044\uff09\u306e\u304b\u3092\u628a\u63e1\u3057\u305f\u3002<\/p>\n

\t\t\t\t\u56f3\u88682\u3000\u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306e\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u306e\u5206\u5e03\u304a\u3088\u3073\u5404\u96c6\u56e3\u306eMVPA\u5408\u8a08\u306e\u5e73\u5747 \uff08Fujioka et al. (2025)6)\u3088\u308a\u5f15\u7528\uff09<\/p>\n

\"\u56f3\u88682\u3000\u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306e\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u306e\u5206\u5e03\u304a\u3088\u3073\u5404\u96c6\u56e3\u306eMVPA\u5408\u8a08\u306e\u5e73\u5747
\n\"\u56f3\u88682\u3000\u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306e\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u306e\u5206\u5e03\u304a\u3088\u3073\u5404\u96c6\u56e3\u306eMVPA\u5408\u8a08\u306e\u5e73\u5747<\/p>\n

\u6ce8) \u5206\u6790\u306b\u306f\u3001\u30a2\u30e1\u30ea\u30ab\u75be\u75c5\u4e88\u9632\u7ba1\u7406\u30bb\u30f3\u30bf\u30fc(Centers for Disease Control and Prevention: CDC)\u300c\u5168\u56fd\u5065\u5eb7\u30fb\u6804\u990a\u8abf\u67fb(National Health and Nutrition Examination Survey: NHANES)2017-18\u300d\u3001\u7b39\u5ddd\u30b9\u30dd\u30fc\u30c4\u8ca1\u56e3\u300c\u30b9\u30dd\u30fc\u30c4\u30e9\u30a4\u30d5\u30fb\u30c7\u30fc\u30bf2020\u300d\u3092\u4f7f\u7528\u3057\u305f\u3002\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u306e3\u3064\u306e\u8ef8\u306f\u3001\u5404\u9818\u57df\u306e\u4e2d\u9ad8\u5f37\u5ea6\u8eab\u4f53\u6d3b\u52d5\u91cf(MVPA)\u304c\u4e2d\u9ad8\u5f37\u5ea6\u8eab\u4f53\u6d3b\u52d5\u91cf\u306e\u5408\u8a08\uff08MVPA\u5408\u8a08\uff09\u306b\u5360\u3081\u308b\u5272\u5408\uff08\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\uff09\u3092\u8868\u3059\u3002\u5404\u30b5\u30f3\u30d7\u30eb\u306f\u3001\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u306b\u5fdc\u3058\u3066\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u306b\u5206\u5e03\u3057\u3001\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u4e0a\u306e\u5bc6\u96c6\u5ea6\u306b\u5fdc\u3058\u3066\u8272\u5206\u3051\u3055\u308c\u3066\u3044\u308b\u3002\u4e09\u89d2\u5f62\u306e\u8272\u304c\u660e\u308b\u3044\u307b\u3069\u3001\u30b5\u30f3\u30d7\u30eb\u304c\u96c6\u4e2d\u3057\u3066\u3044\u308b\uff08\u5358\u4f4d\u306f%\uff09\u3002\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u5168\u4f53\u306e\u898b\u3084\u3059\u3055\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u3001\u30b5\u30f3\u30d7\u30eb\u306e\u5bc6\u96c6\u5ea6\u304c\u51e1\u4f8b\u3067\u793a\u3055\u308c\u305f\u6700\u5927\u5024(1.0%)\u3092\u8d85\u3048\u305f\u5834\u5408\u3067\u3082\u3001\u6700\u3082\u660e\u308b\u3044\u9ec4\u8272\u3067\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u3002\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u4e0a\u306b\u8868\u793a\u3055\u308c\u305f\u5186\u306f\u3001\u5206\u5e03\u3057\u305f\u30b5\u30f3\u30d7\u30eb\u5185\u306eMVPA\u5408\u8a08\u306e\u5e73\u5747\u3092\u6307\u3059\u3002\u5186\u304c\u5927\u304d\u3044\u307b\u3069\u3001\u305d\u306e\u5186\u4ed8\u8fd1\u306b\u5206\u5e03\u3057\u305f\u30b5\u30f3\u30d7\u30eb\u96c6\u56e3\u306eMVPA\u5408\u8a08\u304c\u9ad8\u3044\u3053\u3068\u3092\u8868\u3059\u3002\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u4e0a\u306e\u30d4\u30f3\u30af\u8272\u306e\u70b9\u306f\u3001\u5206\u6790\u306b\u4f7f\u7528\u3057\u305f\u5168\u30b5\u30f3\u30d7\u30eb\uff08\u30a2\u30e1\u30ea\u30ab\uff1an=187,773,108\u3001\u65e5\u672c\uff1an=2,161\uff09\u306e\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\uff08\u4ed5\u4e8b\u3068\u5bb6\u4e8b\u3001\u79fb\u52d5\u3001\u4f59\u6687\uff09\u306e\u5e73\u5747\u3092\u793a\u3057\u3066\u3044\u308b\u3002<\/p>\n

a \u30a2\u30e1\u30ea\u30ab\u306e\u7d50\u679c\u51fa\u529b\u306b\u306f\u3001\u8907\u96d1\u306a\u8abf\u67fb\u8a2d\u8a08\u3084\u7121\u56de\u7b54\u3092\u8003\u616e\u3059\u308b\u305f\u3081\u306e\u91cd\u307f\u3065\u3051\u5909\u6570\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u51fa\u529b\u6642\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u306f\u5b9f\u969b\u306e\u56de\u7b54\u6570\uff08n=4,080\uff09\u3068\u4e00\u81f4\u3057\u306a\u3044\u3002<\/p>\n

b \u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u306e\u7b97\u51fa\u3068\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u306e\u51fa\u529b\u306b\u4f7f\u7528\u3055\u308c\u305f\u30b5\u30f3\u30d7\u30eb\u306f\u30011\u30e1\u30c3\u30c4\u30fb\u5206\/\u9031\u4ee5\u4e0a\u306e\u8eab\u4f53\u6d3b\u52d5\u3092\u884c\u304618\uff5e79\u6b73\u306e\u53c2\u52a0\u8005\u306b\u9650\u5b9a\u3055\u308c\u3066\u3044\u308b\uff08\u30a2\u30e1\u30ea\u30ab\u306fn=4,080 [1\u30e1\u30c3\u30c4\u30fb\u5206\/\u9031\u672a\u6e80\u3067\u3042\u3063\u305fn=1,300(24.2\uff05)\u3092\u9664\u5916]\u3001\u65e5\u672c\u306fn=2,161 [1\u30e1\u30c3\u30c4\u30fb\u5206\/\u9031\u672a\u6e80\u3067\u3042\u3063\u305fn=806(27.2\uff05)\u3092\u9664\u5916]\uff09\u3002<\/p>\n

\u3000\u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306e\u5206\u5e03\u306e\u53ef\u8996\u5316\u306b\u306f\u3001\u30a2\u30e1\u30ea\u30ab\u75be\u75c5\u4e88\u9632\u7ba1\u7406\u30bb\u30f3\u30bf\u30fc(Centers for Disease Control and Prevention: CDC)\u300c\u5168\u56fd\u5065\u5eb7\u30fb\u6804\u990a\u8abf\u67fb(National Health and Nutrition Examination Survey: NHANES)2017-18\u300d\u3001\u7b39\u5ddd\u30b9\u30dd\u30fc\u30c4\u8ca1\u56e3\u300c\u30b9\u30dd\u30fc\u30c4\u30e9\u30a4\u30d5\u30fb\u30c7\u30fc\u30bf2020\u300d\u306e\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u3002\u56f3\u88682\u306f\u3001\u65e5\u7c73\u306e\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u51fa\u529b\u3055\u308c\u305f\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u3067\u3042\u308a\u3001\u8ad6\u6587\u306e\u4e3b\u8981\u306a\u7d50\u679c\u3067\u3042\u308b\u3002\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u306e\u5404\u8ef8\u306f\u3001\u4ed5\u4e8b\u3068\u5bb6\u4e8b\u3001\u79fb\u52d5\u3001\u4f59\u6687\u305d\u308c\u305e\u308c\u306e\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u3092\u793a\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u5024\u306f\u5404\u8ef8\u306e\u76ee\u76db\u308a\u7dda\u306e\u65b9\u5411\u306b\u5f93\u3063\u3066\u89e3\u91c8\u3059\u308b\u3002\u5148\u8ff0\u306e\u901a\u308a\u3001\u500b\u3005\u306e\u30b5\u30f3\u30d7\u30eb\u306f\u5404\u9818\u57df\u306e\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u3092\u3082\u3068\u306b\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u4e0a\u306b\u914d\u7f6e\u3055\u308c\u3001\u5206\u5e03\u306e\u5bc6\u96c6\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u660e\u308b\u3044\u8272\u3067\u8868\u73fe\u3055\u308c\u3066\u3044\u308b\u3002\u4f8b\u3048\u3070\u3001\u5168\u30b5\u30f3\u30d7\u30eb\u306e1%\u4ee5\u4e0a\u304c\u5bc6\u96c6\u3059\u308b\u5834\u6240\uff08\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u4e0a\u306e\u5c0f\u3055\u306a\u4e09\u89d2\u5f62\uff09\u306f\u9ec4\u8272\u3001\u9006\u306b\u30b5\u30f3\u30d7\u30eb\u304c\u5c11\u306a\u3044\u5834\u6240\u306f\u7d2b\u8272\u3067\u8868\u793a\u3055\u308c\u308b\u3002\u3053\u306e\u8272\u5473\u306e\u9055\u3044\u304b\u3089\u3001\u300c\u3069\u306e\u3088\u3046\u306a\u8eab\u4f53\u6d3b\u52d5\u306e\u9818\u57df\u30d1\u30bf\u30fc\u30f3\u304c\u591a\u3044\uff08\u5c11\u306a\u3044\uff09\u306e\u304b\u300d\u3068\u3044\u3046\u96c6\u56e3\u306e\u5927\u304d\u3055\u304c\u4e00\u76ee\u3067\u308f\u304b\u308b\u3002\u307e\u305f\u3001\u65e5\u7c73\u306e\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u306e\u5e73\u5747\u306f\u3001\u305d\u306e\u5024\u306b\u5fdc\u3058\u3066\u5404\u8ef8\u304b\u3089\u76ee\u76db\u308a\u7dda\u306e\u65b9\u5411\u3078\u5f15\u304b\u308c\u305f\u30d4\u30f3\u30af\u8272\u306e\u77e2\u5370\u306e\u4ea4\u70b9\u306e\u4e0a\u306b\u3001\u30d4\u30f3\u30af\u8272\u306e\u70b9\u3067\u30d7\u30ed\u30c3\u30c8\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n

\u3000\u306a\u304a\u3001\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u3092\u7b97\u51fa\u3059\u308b\u969b\u3001\u5404\u30b5\u30f3\u30d7\u30eb\u306eMVPA\u5408\u8a08\u306f100%\u3068\u3044\u3046\u5024\u3078\u7d71\u4e00\u3055\u308c\u308b\u305f\u3081\u3001MVPA\u5408\u8a08\u306e\u7d76\u5bfe\u7684\u306a\u5dee\u7570\u306b\u95a2\u3059\u308b\u60c5\u5831\u306f\u5931\u308f\u308c\u3066\u3057\u307e\u3046\u3002\u4f8b\u3048\u3070\u3001\u56f3\u88681\u306b\u304a\u3044\u3066\u30b5\u30f3\u30d7\u30ebA\u3068C\u306f\u79fb\u52d550%\u3001\u4f59\u668750%\u3068\u3044\u3046\u540c\u3058\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u3067\u3042\u308b\u304c\u3001MVPA\u5408\u8a08\u306fA\u306e200\u30e1\u30c3\u30c4\u30fb\u5206\/\u9031\u306b\u5bfe\u3057\u3066B\u306f400\u30e1\u30c3\u30c4\u30fb\u5206\/\u9031\u30682\u500d\u3067\u3042\u308a\u3001\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u3060\u3051\u3067\u306fMVPA\u5408\u8a08\u306e\u7d76\u5bfe\u7684\u306a\u9055\u3044\u3092\u628a\u63e1\u3067\u304d\u306a\u3044\u3002\u305d\u3053\u3067\u8ad6\u6587\u3067\u306f\u3001\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u4e0a\u3067\u8fd1\u3044\u5834\u6240\u306b\u5206\u5e03\u3059\u308b\u96c6\u56e3\u306eMVPA\u5408\u8a08\u306e\u5e73\u5747\u3092\u5186\u3067\u91cd\u306d\u3066\u3044\u308b\u3002\u5186\u304c\u5927\u304d\u3044\u307b\u3069\u3001\u305d\u306e\u4ed8\u8fd1\u306b\u3044\u308b\u30b5\u30f3\u30d7\u30eb\u306eMVPA\u5408\u8a08\u304c\u9ad8\u3044\u3053\u3068\u3092\u8868\u3059\u3002\u4f8b\u3048\u3070\u3001\u65e5\u7c73\u3068\u3082\u306b\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u306e\u4e0a\u90e8\uff08\u4ed5\u4e8b\u30fb\u5bb6\u4e8b\u306e\u8ca2\u732e\u5ea6\u304c\u9ad8\u3044\u4eba\u304c\u96c6\u307e\u308b\u5834\u6240\uff09\u306b\u306f\u3001\u4ed6\u306e\u5834\u6240\u3088\u308a\u3082\u5927\u304d\u3044\u30b5\u30a4\u30ba\u306e\u5186\u304c\u96c6\u307e\u3063\u3066\u3044\u308b\u3002\u3053\u3053\u304b\u3089\u3001\u300c\u4ed5\u4e8b\u3084\u5bb6\u4e8b\u306e\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u304c\u9ad8\u3044\u4eba\u3005\u306f\u3001\u4e2d\u9ad8\u5f37\u5ea6\u8eab\u4f53\u6d3b\u52d5\u91cf\u304c\u591a\u3044\u300d\u3068\u3044\u3046\u50be\u5411\u3092\u628a\u63e1\u3067\u304d\u308b\u3002\u4ed6\u65b9\u3067\u3001\u5186\u306e\u30b5\u30a4\u30ba\u306f\u5168\u4f53\u7684\u306b\u65e5\u672c\u3088\u308a\u3082\u30a2\u30e1\u30ea\u30ab\u306e\u65b9\u304c\u5927\u304d\u304f\u3001\u30a2\u30e1\u30ea\u30ab\u306e\u65b9\u304cMVPA\u5408\u8a08\u304c\u9ad8\u3044\u3068\u3044\u3046\u65e5\u7c73\u306e\u9055\u3044\u3082\u3046\u304b\u304c\u3048\u308b\u3002<\/p>\n

3\uff0e\u300c\u57fa\u790e\u8cc7\u6599\u3068\u3057\u3066\u306e\u898b\u3084\u3059\u3055\u3001\u540c\u3058\u56f3\u3092\u51fa\u529b\u3067\u304d\u308b\u6c4e\u7528\u6027\u300d\u304c\u30e1\u30ea\u30c3\u30c8<\/p>\n

\u3000\u3053\u3053\u307e\u3067\u3001\u8ad6\u6587\u306e\u6982\u8981\u304a\u3088\u3073\u7d50\u679c\u306e\u8aad\u307f\u53d6\u308a\u65b9\u3092\u8aac\u660e\u3057\u305f\u304c\u3001\u672c\u7bc0\u3067\u306f\u305d\u306e\u89e3\u91c8\u3092\u4ea4\u3048\u306a\u304c\u3089\u8ad6\u6587\u306e\u6d3b\u7528\u4f8b\u3092\u7d39\u4ecb\u3057\u305f\u3044\u3002<\/p>\n

\u2460\u3000\u57fa\u790e\u8cc7\u6599\u3068\u3057\u3066\u306e\u5229\u7528<\/p>\n

\u3000\u8ad6\u6587\u306e\u7d50\u679c\u304b\u3089\u306f\u3001\u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306b\u95a2\u3059\u308b\u300c\u73fe\u72b6\u300d\u3092\u628a\u63e1\u3067\u304d\u308b\u3002104\u30f6\u56fd\u3092\u5bfe\u8c61\u306b\u5404\u56fd\u306e\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u3092\u660e\u3089\u304b\u306b\u3057\u305f\u5148\u884c\u7814\u7a767)\u3067\u306f\u3001\u5404\u56fd\u306e\u30b5\u30f3\u30d7\u30eb\u5168\u4f53\u306b\u304a\u3051\u308b\u5e73\u5747\u304c\u4ee3\u8868\u5024\u3068\u3057\u3066\u5229\u7528\u3055\u308c\u3066\u3044\u305f\u304c\u3001\u56f3\u88682\u306f\u300c\u751f\u6d3b\u5168\u4f53\u306b\u304a\u3051\u308b\u8eab\u4f53\u6d3b\u52d5\u304c\u3069\u306e\u9818\u57df\u304b\u3089\u591a\u304f\u5360\u3081\u3089\u308c\u3066\u3044\u308b\u306e\u304b\u306f\u3001\u4eba\u306b\u3088\u3063\u3066\u3055\u307e\u3056\u307e\u3067\u3042\u308b\u300d\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002\u3053\u3046\u3057\u305f\u8eab\u4f53\u6d3b\u52d5\u306b\u95a2\u308f\u308b\u591a\u69d8\u306a\u5b9f\u614b\u3092\u3001\u56f3\u3092\u3082\u3068\u306b\u8996\u899a\u7684\u304b\u3064\u76f4\u611f\u7684\u306b\u7406\u89e3\u3067\u304d\u308b\u3068\u3044\u3046\u70b9\u306b\u3001\u672c\u8ad6\u6587\u306e\u57fa\u790e\u8cc7\u6599\u3068\u3057\u3066\u306e\u4fa1\u5024\u304c\u3042\u308b\u3060\u308d\u3046\u3002<\/p>\n

\u3000\u307e\u305f\u3001\u4eca\u5f8c\u3001\u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306e\u6700\u9069\u30d0\u30e9\u30f3\u30b9\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u305f\u3068\u3059\u308c\u3070\u3001\u8ad6\u6587\u306e\u7d50\u679c\u306f\u300c\u5c06\u6765\u300d\u306b\u5411\u3051\u305f\u57fa\u790e\u8cc7\u6599\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u308b\u53ef\u80fd\u6027\u3082\u6709\u3057\u3066\u3044\u308b\u3002\u8fd1\u5e74\u3001\u8077\u696d\u3092\u901a\u3058\u305f\u8eab\u4f53\u6d3b\u52d5\u306f\u5065\u5eb7\u306b\u5bc4\u4e0e\u3059\u308b\u3068\u306f\u9650\u3089\u306a\u3044\u3068\u793a\u5506\u3055\u308c\u3066\u3044\u308b8)\u3002\u751f\u6d3b\u7fd2\u6163\u75c5\u306e\u4e88\u9632\u306b\u9069\u5207\u306a\u6804\u990a\u30d0\u30e9\u30f3\u30b9\u304c\u6c42\u3081\u3089\u308c\u308b\u3088\u3046\u306b9)\u3001\u8eab\u4f53\u6d3b\u52d5\u306b\u304a\u3044\u3066\u3082\u5404\u9818\u57df\u306e\u6700\u9069\u30d0\u30e9\u30f3\u30b9\u304c\u793a\u3055\u308c\u305f\u3068\u3057\u305f\u3089\u3001\u4eca\u5f8c\u306f\u8eab\u4f53\u6d3b\u52d5\u91cf\u306e\u57fa\u6e96\u5024\u3092\u6e80\u305f\u3059\u3068\u540c\u6642\u306b\u6d3b\u52d5\u9818\u57df\u306e\u30d0\u30e9\u30f3\u30b9\u6700\u9069\u5316\u304c\u6c42\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u305d\u306e\u969b\u3001\u8ad6\u6587\u306e\u7d50\u679c\u306f\u3001\u3088\u308a\u5927\u304d\u306a\u30bf\u30fc\u30b2\u30c3\u30c8\u96c6\u56e3\u306e\u7279\u5b9a\u3084\u305d\u306e\u96c6\u56e3\u306e\u8eab\u4f53\u6d3b\u52d5\u91cf\u306e\u628a\u63e1\u306b\u6d3b\u7528\u3067\u304d\u308b\u3060\u308d\u3046\u3002<\/p>\n

\u2461\u3000\u516c\u958b\u3055\u308c\u305fPython\u30b3\u30fc\u30c9\u3092\u5229\u7528\u3057\u305f\u7d50\u679c\u306e\u51fa\u529b<\/p>\n

\u3000\u8ad6\u6587\u306e\u57f7\u7b46\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u3044\u304b\u306b\u3057\u3066\u76f8\u5bfe\u7684\u8ca2\u732e\u5ea6\u306e\u5206\u5e03\u3092\u56f3\u3067\u898b\u305b\u308b\uff08\u9b45\u305b\u308b\uff09\u304b\u3068\u3044\u3046\u90e8\u5206\u306b\u5927\u5909\u82e6\u52b4\u3057\u305f\u3002\u56f3\u88682\u306e\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u3001\u5171\u8457\u8005\u3067\u3042\u308b\u6797\u52c7\u6a39\u5148\u751f\u306b\u306fPython\u3068\u3044\u3046\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u7528\u3044\u305f\u30b3\u30fc\u30c9\u3092\u4e00\u304b\u3089\u4f5c\u6210\u3057\u3066\u3044\u305f\u3060\u3044\u305f\u3002\u3053\u306e\u30b3\u30fc\u30c9\u306f\u3001GitHub\u3068\u3044\u3046\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u516c\u958b\u3057\u3066\u3044\u308b\u3002\u3088\u3063\u3066\u3001GPAQ\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u3055\u3048\u7528\u610f\u3067\u304d\u308c\u3070\u3001\u540c\u3058\u3088\u3046\u306a\u56f3\u3092\u51fa\u529b\u3067\u304d\u308b\u3002\u5bfe\u8c61\u8005\u306e\u30c7\u30fc\u30bf\u3092\u8907\u6570\u7528\u610f\u3057\u3066\u51fa\u529b\u3059\u308c\u3070\u3001\u3088\u308a\u8208\u5473\u6df1\u3044\u8003\u5bdf\u304c\u53ef\u80fd\u3068\u306a\u308b\u3060\u308d\u3046\u3002<\/p>\n

\u3000\u5b9f\u969b\u3001\u8ad6\u6587\u3067\u306f\u65e5\u672c\u3068\u30a2\u30e1\u30ea\u30ab\u30012\u30f6\u56fd\u306e\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3057\u3066\u51fa\u529b\u3057\u305f\u304c\u3001\u985e\u4f3c\u3059\u308b\u50be\u5411\u3068\u76f8\u9055\u70b9\u3092\u628a\u63e1\u3057\u3084\u3059\u304f\u306a\u3063\u305f\u3002\u4f8b\u3048\u3070\u56f3\u88682\u3092\u307f\u308b\u3068\u3001\u65e5\u7c73\u3068\u3082\u306b\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u306e\u9802\u70b9\u3084\u3044\u305a\u308c\u304b\u306e\u8fba\u306e\u4ed8\u8fd1\u306b\u30b5\u30f3\u30d7\u30eb\u304c\u96c6\u4e2d\u3057\u3066\u3044\u308b\u3002\u3053\u3053\u304b\u3089\u3001\u4e21\u56fd\u3068\u3082\u300c\u8eab\u4f53\u6d3b\u52d5\u304c\u884c\u308f\u308c\u308b\u9818\u57df\u306f1\u307e\u305f\u306f2\u3064\u306b\u504f\u3063\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u985e\u4f3c\u6027\u3092\u898b\u51fa\u305b\u308b\u3002\u65e2\u5831\u306e\u7814\u7a76\u30ec\u30dd\u30fc\u30c84)\u3067\u3082\u3001\u65e5\u672c\u306b\u304a\u3051\u308b\u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306e\u5b9f\u65bd\u30d1\u30bf\u30fc\u30f3\u306f\u300c\u79fb\u52d5\u306e\u307f\u300d\u300c\u79fb\u52d5\u3068\u4f59\u6687\u300d\u300c\u4f59\u6687\u306e\u307f\u300d\u304c\u591a\u3044\u3053\u3068\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u305f\u304c\u3001\u3053\u3046\u3057\u305f\u504f\u308a\u306f\u65e5\u672c\u306b\u9650\u3089\u306a\u3044\u3053\u3068\u3092\u5206\u5e03\u3067\u5206\u304b\u308a\u3084\u3059\u304f\u793a\u3057\u3066\u3044\u308b\u3002\u4ed6\u65b9\u3067\u3001\u4e09\u89d2\u30d7\u30ed\u30c3\u30c8\u306e\u8272\u306e\u51fa\u65b9\u306f\u65e5\u7c73\u3067\u7570\u306a\u308a\u3001\u65e5\u672c\u306f\u5e95\u8fba\u3001\u30a2\u30e1\u30ea\u30ab\u306f\u53f3\u4e0a\u306e\u8fba\u306b\u660e\u308b\u3044\u8272\u306e\u4e09\u89d2\u5f62\u304c\u591a\u3044\u3002\u3053\u3053\u304b\u3089\u300c\u65e5\u672c\u306f\u79fb\u52d5\u306e\u8ca2\u732e\u5ea6\u304c\u9ad8\u3044\u4e00\u65b9\u3067\u4ed5\u4e8b\u3084\u5bb6\u4e8b\u306f\u4f4e\u304f\u3001\u30a2\u30e1\u30ea\u30ab\u306f\u305d\u306e\u9006\u306e\u50be\u5411\u3067\u3042\u308b\u300d\u3068\u3044\u3046\u56fd\u72ec\u81ea\u306e\u7279\u5fb4\u3082\u660e\u3089\u304b\u3068\u306a\u3063\u305f\u3002\u3053\u306e\u3088\u3046\u306b\u56fd\u3092\u5909\u3048\u3066\u3001\u3042\u308b\u3044\u306f\u5bfe\u8c61\u8005\u3092\u5909\u3048\u3066\u51fa\u529b\u3059\u308b\u969b\u306b\u3001\u305c\u3072\u516c\u958b\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3066\u307b\u3057\u3044\u3002\u3000<\/p>\n

\u3000\u8ad6\u6587\u306e\u672c\u6587\u3067\u306f\u3001\u4e0a\u8a18\u5185\u5bb9\u306b\u3068\u3069\u307e\u3089\u306a\u3044\u8a73\u7d30\u306a\u7d50\u679c\u3068\u8003\u5bdf\u3001\u305d\u308c\u3089\u3092\u8e0f\u307e\u3048\u3066\u8eab\u4f53\u6d3b\u52d5\u4fc3\u9032\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u691c\u8a0e\u3059\u308b\u4e0a\u3067\u8003\u616e\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8\u306b\u3082\u89e6\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u305c\u3072\u53c2\u7167\u3055\u308c\u305f\u3044\u3002\u8eab\u4f53\u6d3b\u52d5\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u9054\u6210\u306b\u306f\u3001\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u79fb\u52d5\u304b\u3089\u30ec\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u306e\u8eab\u4f53\u6d3b\u52d5\u4fc3\u9032\u307e\u3067\u3001\u5404\u9818\u57df\u306b\u3088\u308b\u30b7\u30b9\u30c6\u30e0\u30ba\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b6)\u3002\u672c\u8ad6\u6587\u304c\u3001\u653f\u7b56\u95a2\u4fc2\u8005\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u52b9\u679c\u7684\u306a\u8eab\u4f53\u6d3b\u52d5\u4fc3\u9032\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u8003\u6848\u3059\u308b\u4e0a\u3067\u306e\u4e00\u52a9\u3068\u306a\u308c\u3070\u5e78\u3044\u3067\u3042\u308b\u3002<\/p>\n

\t\t\t\u5f15\u7528\u30fb\u53c2\u8003\u6587\u732e<\/p>\n

1) \u8eab\u4f53\u6d3b\u52d5\u7814\u7a76\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0. \u4e16\u754c\u6a19\u6e96\u5316\u8eab\u4f53\u6d3b\u52d5\u8cea\u554f\u7968\uff08\u7b2c2\u7248 \u65e5\u672c\u8a9e\u7248\uff09.
https:\/\/paplatform.umin.jp\/doc\/gpaq.pdf
\n\uff08\u6700\u7d42\u30a2\u30af\u30bb\u30b9\u65e5\uff1a2025\u5e748\u670819\u65e5\uff09<\/p>\n

2) \u85e4\u5ca1\u6210\u7f8e. (2021). \u65e5\u672c\u4eba\u306e\u8eab\u4f53\u6d3b\u52d5\u306e\u3044\u307e\uff0dGPAQ\u306e\u7d50\u679c\u304b\u3089\u8aad\u307f\u89e3\u304f\uff0d \u65e5\u5e38\u751f\u6d3b\u3067\u3069\u306e\u304f\u3089\u3044\u8eab\u4f53\u3092\u52d5\u304b\u3057\u3066\u3044\u308b\u306e\u304b.
https:\/\/www.ssf.or.jp\/thinktank\/sports_life\/gpaq\/01.html
\n\uff08\u6700\u7d42\u30a2\u30af\u30bb\u30b9\u65e5\uff1a2025\u5e748\u670813\u65e5\uff09\n<\/p>\n

3) \u938c\u7530\u771f\u5149. (2021). \u65e5\u672c\u4eba\u306e\u8eab\u4f53\u6d3b\u52d5\u306e\u3044\u307e\uff0dGPAQ\u306e\u7d50\u679c\u304b\u3089\u8aad\u307f\u89e3\u304f \u305d\u306e2\uff0d WHO\u63a8\u5968\u57fa\u6e96\u306e\u9054\u6210\u7387\u3068\u5ea7\u4f4d\u6642\u9593.
https:\/\/www.ssf.or.jp\/thinktank\/sports_life\/gpaq\/02.html
\n \uff08\u6700\u7d42\u30a2\u30af\u30bb\u30b9\u65e5\uff1a2025\u5e748\u670813\u65e5\uff09\n<\/p>\n

4) \u85e4\u5ca1\u6210\u7f8e. (2023). \u65e5\u672c\u4eba\u306e\u8eab\u4f53\u6d3b\u52d5\u306e\u3044\u307e\uff0dGPAQ\u306e\u7d50\u679c\u304b\u3089\u8aad\u307f\u89e3\u304f \u305d\u306e3\uff0d \u9818\u57df\u5225\u8eab\u4f53\u6d3b\u52d5\u306e\u5b9f\u614b\u3092\u6b63\u3057\u304f\u6349\u3048\u3088\u3046.
https:\/\/www.ssf.or.jp\/thinktank\/sports_life\/gpaq\/03.html
\n\uff08\u6700\u7d42\u30a2\u30af\u30bb\u30b9\u65e5\uff1a2025\u5e748\u670813\u65e5\uff09\n<\/p>\n

5) \u7b39\u5ddd\u30b9\u30dd\u30fc\u30c4\u8ca1\u56e3. (2020). \u30b9\u30dd\u30fc\u30c4\u30e9\u30a4\u30d5\u30fb\u30c7\u30fc\u30bf2020.\n<\/p>\n

6) Fujioka, N., Hayashi, Y., Lee, I. M., & Kamada, M. (2025). Where do People Engage in Physical Activity? A Visualization Approach to the Domain Composition of Population Physical Activity. Journal of Physical Activity and Health, 22(8), 971-978.\n<\/p>\n

7) Strain, T., Wijndaele, K., Garcia, L., Cowan, M., Guthold, R., Brage, S., & Bull, F. C. (2020). Levels of domain-specific physical activity at work, in the household, for travel and for leisure among 327 789 adults from 104 countries. British Journal of Sports Medicine, 54(24), 1488-1497.\n<\/p>\n

8) Holtermann, A., Krause, N., Van Der Beek, A. J., & Straker, L. (2017). The physical activity paradox: six reasons why occupational physical activity (OPA) does not confer the cardiovascular health benefits that leisure time physical activity does. British journal of sports medicine.\n<\/p>\n

9) \u539a\u751f\u52b4\u50cd\u7701. (2024). \u300c\u65e5\u672c\u4eba\u306e\u98df\u4e8b\u6442\u53d6\u57fa\u6e96\uff082025\u5e74\u7248\uff09\u300d\u7b56\u5b9a\u691c\u8a0e\u4f1a\u5831\u544a\u66f8.
\n
https:\/\/www.mhlw.go.jp\/content\/10904750\/001316465.pdf\uff08\u6700\u7d42\u30a2\u30af\u30bb\u30b9\u65e5\uff1a2025\u5e748\u670814\u65e5\uff09<\/p>\n

\t\t\t\t\t\t\t\t\t\"\"<\/p>\n

\t\t\t\t\t\t\t\t\t\t\u85e4\u5ca1 \u6210\u7f8e
\n\t\t\t\t\t\t\t\t\t\t\u6cd5\u653f\u5927\u5b66 \u6cd5\u5b66\u90e8 \u6559\u6388\uff0f\u7b39\u5ddd\u30b9\u30dd\u30fc\u30c4\u8ca1\u56e3 \u7279\u5225\u7814\u7a76\u54e1
2015\uff5e2021\u5e74\u307e\u3067\u516c\u76ca\u8ca1\u56e3\u6cd5\u4eba\u7b39\u5ddd\u30b9\u30dd\u30fc\u30c4\u8ca1\u56e3\u306b\u52e4\u52d9\u3002
2021\u5e74\u65e9\u7a32\u7530\u5927\u5b66\u5927\u5b66\u9662\u30b9\u30dd\u30fc\u30c4\u79d1\u5b66\u7814\u7a76\u79d1 \u535a\u58eb\u5f8c\u671f\u8ab2\u7a0b\u4fee\u4e86\uff08\u30b9\u30dd\u30fc\u30c4\u79d1\u5b66\uff09\u3002
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