医療分野におけるデータ利用の拡大 2015年2月27日 第51回 ESRI-経済政策

資料4
➨51ᅇ ESRI䠉⤒῭ᨻ⟇䝣䜷䞊䝷䝮
䝭䜽䝻䝕䞊䝍䜢ά⏝䛧䛯ᨻ⟇◊✲䛻䛴䛔䛶
་⒪ศ㔝䛻䛚䛡䜛䝕䞊䝍฼⏝䛾ᣑ኱
䠉National Data Base䠄䝺䝉䝥䝖䝕䞊䝍䠅䛾ά⏝ྍ⬟ᛶ䛸⌧≧䠉
2015ᖺ2᭶27᪥
᪩✄⏣኱Ꮫ䞉ᨻ἞⤒῭Ꮫ⾡㝔
㔝ཱྀᬕᏊ
1
ᮏ᪥䛾ヰ䛾ὶ䜜
¾ ་⒪䝃䞊䝡䝇ᕷሙ䛾୙㏱᫂ᛶ䠄”㉁”䛾ィ 䛾㞴䛧䛥䠅
¾ 䛂ほᐹ䛃䠄㠀ᐇ㦂䠅䝕䞊䝍䛻䜘䜛᳨ド䛾ၥ㢟Ⅼ䠄ෆ⏕ᛶ䠅
¾ 䛂ほᐹ䛃䠄㠀ᐇ㦂䠅䝕䞊䝍䛾ྍ⬟ᛶ䜢䛥䛠䜛
¾ 䛂ᐇ㦂ⓗ䛃䛺ᡭἲ䛿᭱Ⰻ䛾᪉ἲ䛛䠛
¾ ⤖ㄒ䠖௒ᚋ䛾་⒪ᨻ⟇ศ㔝䛻䛚䛡䜛ᐇドศᯒ䛾Ⓨᒎ䜈ྥ䛡䛶
9 National Data Base(NDB)䛾⌧≧䛸ㄢ㢟
9 㧗㱋⪅⮬㌟䚸ᐙ᪘䚸⌧ሙᢸᙜ⪅䚸ᨻ⟇ᢸᙜ⪅䛸◊✲⪅䛸䛾dialog
2
་⒪䝃䞊䝡䝇ᕷሙ䛾୙
୙㏱᫂ᛶ
䠄”㉁”䛾ィ 䛾㞴䛧䛥䠅
3
ఱ䛷 䜛䛛䠛䠖་⒪ホ౯䛾3䛴䛾ᣦᶆ
Donabedian (1969)
(1) ᵓ㐀ᣦᶆ(structure): ⑓㝔䜔デ⒪ᡤ➼་⒪䝃䞊䝡䝇䛾౪⤥⪅䛻㛵䜟䜛ᣦᶆ
e.g. ≀ⓗ㈨ᮏ
ᅵᆅ䞉ᘓ≀䛾㠃✚䚸⑓ᐊ䞉⑓ᗋᩘ䚸་⒪ᶵჾ䞉ᶵᮦ䛾᭷↓䚸
ICU䜔CCU➼䛾᭷↓䚸㈨ᮏ㔠䜔㈈ົἣ➼
ேⓗ㈨ᮏ
ᝈ⪅1ேᙜ䛯䜚䛾ᑓ㛛ⓗ㈨᱁䜢᭷䛩䜛⪅䠄་ᖌ䚸┳ㆤᖌ䚸䝋䞊䝅䝱䝹䝽䞊䜹䞊➼䠅䛾
ᩘ䚸᪋タ䛾⟶⌮䝅䝇䝔䝮䜔⤌⧊ᵓ㐀➼
(2) ⤒㐣ᣦᶆ(process): ౪⤥⪅䛻䜘䛳䛶ᥦ౪䛥䜜䜛་⒪䝃䞊䝡䝇䛾䝁䞁䝔䞁䝒
e.g. high-tech treatments
㛤Ⓨ㈝⏝ཬ䜃ᢏ⾡ᬑཬ䛾㝿䛾ᅛᐃ㈝⏝䛸㝈⏺㈝⏝䛜ᕧ㢠䛻䛾䜌䜛἞⒪
low-tech treatments
ẚ㍑ⓗప䝁䝇䝖䛷䛹䛾་⒪᪋タ䛻䛚䛔䛶䜒ᑟධ䛜ྍ⬟䛷䛒䜛་⒪ᢏ⾡
(3) ຠᯝᣦᶆ(outcome): ἞⒪ᚋ䛾ᝈ⪅ᡂ⦼䜔䜘䜚ໟᣓⓗ䛺QOL䜒ྵ䜐ㅖኚᩘ
e.g. Ṛஸ䚸ྜే⑕䛾ేⓎ䜔ᚩೃ䚸෌ධ㝔䞉እ᮶䛾᭷↓䚸⢭⚄⾨⏕䜔⫗యⓗᶵ⬟䛸䛔䛳䛯
ᝈ⪅䛾೺ᗣ≧ែ䚸QALY(quality adjusted life years: ㉁ㄪᩚ⏕Ꮡᖺ)➼
4
ඞ᭹䛥䜜䛴䛴䛒䜛
་⒪᝟ሗ䛾㞟✚㐣⛬䛸ศᯒ䛻క䛖ᅔ㞴
(1) ་⒪䛾䛂㉁䛃䛾ィ 䛻㛵䛩䜛ᑓ㛛ᐙ㛫䛷䛾䝁䞁䝉䞁䝃䝇䛸⌮ゎ
a. ་⒪ᢏ⾡䛾ᛴ⃭䛺㧗ᗘ໬䞉」㞧໬䜢⫼ᬒ䛸䛧䛯་⒪䛾䛂㉁䛃䛾ホ౯
b. ≉ᐃ⑌⑓䛤䛸䛾ಶ⚊䝧䞊䝇䛷䛾ヲ⣽䛺་⒪᝟ሗ䛾཰㞟䛸ศᯒ䛾ᚲせᛶ䛾㧗䜎䜚
c. ་⛉Ꮫศ㔝䛻䛚䛡䜛㈝⏝ຠᯝศᯒ䛸་⒪⤒῭Ꮫཬ䜃ಖ㝤䞉ཌ⏕ᨻ⟇䛸䛾᥋Ⅼ
(2) ་⒪䛾䛂㉁䛃䛾⤌⧊ⓗ䞉⥅⥆ⓗ᳨ド䛾䛯䜑䛾䝕䞊䝍䛾཰㞟䞉⟶⌮䞉㐠Ⴀ
a. ᵝ䚻䛺་⒪᝟ሗ㈨※䠄䜹䝹䝔䚸䝺䝉䝥䝖䚸DPC䚸ᡞ⡠䚸ఫẸྎᖒ➼䠅䛾ά⏝䛾ᚲせᛶ
b. ་⒪᝟ሗ䛾཰㞟䛻క䛖ᕧ㢠䛾㈝⏝
c. ་⒪᝟ሗ䛾ᶆ‽໬䛸㟁⟬໬
d. ಶே᝟ሗಖㆤ䜢☜ಖ䛩䜛䛯䜑䛾⟶⌮䞉㐠Ⴀ䝅䝇䝔䝮䛾☜❧䛸ἲⓗ䞉ไᗘⓗᇶ‽䛾᫂☜໬
e. ᳨ド⤖ᯝ䜢ᐇ㝿䛾ᨻ⟇⟇ᐃ䜔἞⒪⌧ሙ䛷䛾ពᛮỴᐃ䛻཯ᫎ䛥䛫䜛䝅䝇䝔䝮䛾☜❧
(3) ་⒪䛾䛂㉁䛃䜢බṇ䛻ィ 䛩䜛䛯䜑䛾⤫ィᏛᡭἲ䛾☜❧
a. ་⒪䛾䛂㉁䛃䜢ィ 䛩䜛䛯䜑䛾䝂䞊䝹䝗䞉䝇䝍䞁䝎䞊䝗䠉↓సⅭᢳฟ໬ヨ㦂
b. ↓సⅭᢳฟ໬ヨ㦂䜢⿵᏶䛩䜛ほᐹ䠄㠀ᐇ㦂䠅䝕䞊䝍䛻䜘䜛᳨ド䛾ᚲせᛶ
d. බṇ䛺ຠᯝ䜢᥎ᐃ䛩䜛䛯䜑䛾⤫ィᏛⓗ䛺䝸䝇䜽ㄪᩚ䛾ᚲせᛶ
5
䛂ほᐹ䛃䠄䛂㠀ᐇ㦂䛃䠅䝕䞊䝍䛻䜘䜛᳨ド䛾ၥ
ၥ㢟Ⅼ
䠄ෆ⏕ᛶ䠖ENDOGENEITY䠅
6
஦౛◊✲1䠖ᛴᛶᚰ➽᱾ሰ䠄Acute Myocardial
Infarctions (AMIs) or heart attacks䠅䛾἞⒪ຠᯝ
ᛴᛶᚰ➽᱾ሰ(AMI)䠖
୍⯡ⓗ䛻䛿䚸⬡⫫ᛶỿ╔≀䛺䛹䛻䜘䜛ື⬦◳໬䛜ཎᅉ䛸䛺䛳䛶䚸ᚰ⮚ෆ䛾ෙ≧ື
⬦䛜⊃✽䜢䛚䛣䛧䚸⾑ὶ㔞䛜ῶᑡ䛧䚸䛭䜜䛻䜘䜚ᚰ➽䛻㓟⣲䛜༑ศ䛻౪⤥䛥䜜䛪⹫
⾑≧ែ䛻㝗䜚ቯṚ䛧䛶䛧䜎䛖䚸་Ꮫⓗ䛻⥭ᛴ䜢せ䛩䜛≧ែ
7
US䛻䛚䛡䜛AMIⓎ⑕ᚋ䛾ᝈ⪅䠄65+䠅䜰䜴䝖䜹䝮
• ᚰ⮚⑓䛿䚸㐣ཤᩘ༑ᖺ㛫䛻䜟䛯䜚䚸䜰䝯䝸䜹䛻䛚䛡䜛Ṛᅉ䛾➨1఩䜢
༨䜑䛶䛚䜚䚸䛖䛱䚸䜋䛸䜣䛹䛾䜿䞊䝇䛜ᛴᛶᚰ➽᱾ሰ䠄䛒䜛䛔䛿䚸ᚰ
⮚Ⓨస䠅䛻䜘䜛䜒䛾䛷䛒䜛䚹 (1994ᖺ䛻䛚䛡䜛65ṓ௨ୖேཱྀᑐ10୓
ேᙜ䛯䜚䛾Ṛஸ⋡䠖⏨ᛶ600䠗ዪᛶ490)
• AMIⓎ⑕ᚋ1ᖺ௨ෆṚஸ⋡
Source: McClellan, Mark and Haruko Noguchi (1998), “Does High-Tech Mean Low Value? Technological Change in Heart Attack
Care,” American Economic Review.
8
AMI䛻ᑐ䛩䜛୺せ䛺἞⒪ἲ
• High-tech treatments䠖
䠖
㛤Ⓨ㈝⏝ཬ䜃ᢏ⾡ᬑཬ䛾
㝿䛾ᅛᐃ㈝⏝䛸㝈⏺㈝⏝䛜
ᕧ㢠䛻䛾䜌䜛἞⒪
e.g.,
CATH(Cardiac catheterization)
CABG(bypass surgery)
PTCA(angioplasty)
• Low-tech treatments䠖
ẚ㍑ⓗప䝁䝇䝖䛷䛹䛾་⒪᪋タ䛻䛚䛔䛶䜒ᑟධ䛜ྍ⬟䛷䛒䜛
་⒪ᢏ⾡
e.g, drug treatments such as aspirin, ace inhibitor, beta
blocker,IV NTG
9
US䛻䛚䛡䜛AMIⓎ⑕ᚋ䛾⑓㝔་⒪㈝䠄65+䠅
Source: McClellan, Mark and Haruko Noguchi (1998), “Does High-Tech Mean Low Value? Technological Change in Heart Attack
Care,” American Economic Review.
10
ᐇ㦂䝕䞊䝍䛸ほᐹ䠄㠀ᐇ㦂䠅䝕䞊䝍䛸䛾ẚ㍑
• ↓సⅭᢳฟ໬ヨ㦂䛾஦౛
VANQWISH (Veterans Affairs Non-Q-Wave Infarction Strategies in Hospital) by
Boden WE, O’Rourke RA, Crawford MH, et al., New England Journal of Medicine
1998; 338(25):pp.1785-1792.
ᑐ㇟⪅: patients who had milder heart attack with non-Q-wave, but who had
higher risk of future attacks
• グ㘓䛻ᇶ䛵䛟ほᐹ䠄㠀ᐇ㦂䠅䝕䞊䝍䛾஦౛
1994-1995 CCP(Cooperative Cardiovascular Project) 䛻䜘䜛᳨ド
by Geppert J, McClellan M.B. , Noguchi H, Stanford University mimeo 1999
ᑐ㇟⪅: VANQWISH䛸ྠᵝ䛾ᐃ⩏䜢⏝䛔௨ୗ䛾ᝈ⪅䜢ศᯒᑐ㇟䛛䜙㝖እ
Patients who did not have a confirmed AMI; who had been transferred from
another acute care hospital; who had new abnormal Q waves on serial
electrocaridograms; who do not have evolving AMI, a level of kinase MB(CK-MB)
isoenzymes that was more than 1.5 times the upper limit of normal for the
hospital; who had serious coexisting conditions
• ┠ⓗ
ධ㝔ᚋ7᪥௨ෆ䛾cardiac catheterization䜢䛂✚ᴟⓗ἞⒪䛃䛸ᐃ⩏䛧䛶䚸ୖグᑐ㇟
⪅䜈䛾἞⒪ᡂ⦼䛻ᑐ䛩䜛ຠᯝ䜢᳨ド
11
䝉䝺䜽䝅䝵䞁䞉䝞䜲䜰䝇䛾ᐇែ䠄⥆䛝䠅
ᐇ㦂䝕䞊䝍䠄VANQWISH䠅 VS 㠀ᐇ㦂䝕䞊䝍(CCP)
12
䜎䛸䜑䠖ᐇ㦂䝕䞊䝍䠄VANQWISH䠅 VS 㠀ᐇ㦂䝕䞊䝍(CCP)
¾ ධ㝔ᚋ7᪥௨ෆ䛾CATH䛾ᐇ᪋ vs 㠀ᐇ᪋๭ྜ䠖
9
9
VANQWISH(462ே vs 458ே)
CCP䠄5,866ே(66%) vs 11,607ே䠄34%䠅䠅
¾ ኚᩘ⩌A(䝁䝇䝖Ᏻ)䠉ᖺ㱋䛸ᛶู:
9
9
VANQWISH䠄⤫ィⓗ䛺᭷ពᕪ䛺䛧䠅
CCP䠄ᖺ㱋䛜ⱝ䛟䠈⏨ᛶ䛾᪉䛜✚ᴟⓗ἞⒪䜢ཷ䛡䜛☜⋡䛜㧗䛔䠅
¾ ኚᩘ⩌B䠄䝁䝇䝖㧗䠅䠉䝸䝇䜽せᅉ䠖
9 VANQWISH䠄⤫ィⓗ䛺᭷ពᕪ䛺䛧䠅
9
CCP䠄୍㒊䜢㝖䛝䚸≧ែ䛾Ⰻ䛔ᝈ⪅䛾᪉䛜✚ᴟⓗ἞⒪䜢ཷ䛡䜛☜⋡䛜㧗䛔䠅
¾ ⸆≀ᢞ୚䠖
9 VANQWISH䠄⤫ィⓗ䛺᭷ពᕪ䛺䛧䠅
9
CCP䠄䜹䝹䝅䜴䝮ᣕᢠ⸆䜢㝖䛝䠈✚ᴟⓗ䛻⸆≀ᢞ୚䜢䛥䜜䛶䛔䜛ᝈ⪅䛾᪉䛜7᪥௨
ෆ䛻CATH 䜢ཷ䛡䜛☜⋡䛜㧗䛔䠅
эほᐹ䝕䞊䝍䛷䛿䠈✚ᴟⓗ἞⒪䛾ᐇ᪋䛻䠈᫂䜙䛛䛻䠈೫䜚䠄䝉䝺䜽䝅䝵䞁
䞉䝞䜲䜰䝇䠅䛜䛒䜛䛣䛸䜢♧䛧䛶䛔䜛䚹
13
䝉䝺䜽䝅䝵䞁䞉䝞䜲䜰䝇䛾ᐇែ䠄⥆䛝䠅
༢⣧ᅇᖐ䛾⤖ᯝ
14
䛂ほᐹ䛃䠄㠀ᐇ㦂䠅䝕䞊䝍䛾ྍ⬟ᛶ䜢䛥䛠䜛
15
⤫ィⓗ䛺ᡭἲ䛻䜘䜛ㄪᩚ
䠉䝃䞁䝥䝹䜢␲ఝⓗ䛻randamize䛩䜛᧯సኚᩘἲ䠄Instrumental variable:IV䠅䠉
16
㑅ᢥ䝞䜲䜰䝇ㄪᩚ๓ VS ㄪᩚᚋ
17
IV䛾⤖ᯝ
䝉䝺䜽䝅䝵䞁䞉䝞䜲䜰䝇䛾ᐇែ䠄⥆䛝䠅
RCT䛸䜋䜌ྠ
ᵝ䛾⤖ᯝ䚹㧗
౯䛺᝟ሗ䜢⏝
䛔䛺䛔ሙྜ䜒
4.8(7.4)
㧗౯䛺᝟ሗ䛾
᭷↓䛻⤖ᯝ䛜
ᕥྑ䛥䜜䛺䛔
18
ཧ⪃䠖IVἲ䜢⏝䛔䜛㝿䛾᳨ᐃᡭἲ
‡ 㐣๫㆑ูไ⣙᳨ᐃ䠄Sargan(1958)䚸Basmann (1960)䠅䠖
඲
䛶䛾᧯సኚᩘ䛜ㄗᕪ㡯䛸↓┦㛵䛷䛒䜛䛸䛔䛖ᖐ↓௬ㄝ䛾Რ༷䛾᭷
↓䜢☜ㄆ
‡ ᙅ┦㛵䛾䛯䜑䛾᳨ᐃ䠄 Andreson(1984) 䠅䠖
ෆ⏕ኚ
ᩘX 䛸᧯సኚᩘZ䛾⾜ิ㛫䛾┦㛵䜢ィ⟬䛧䚸᧯సኚᩘ䛜᭷ព䛷䛒䜛
䛸䛔䛖䛣䛸䛿䚸䛩䜉䛶䛾┦㛵䛜᭷ព䛻䝊䝻䛸䛿␗䛺䜛䛿䛪䛷䛒䜛䛣
䛸䜢᳨ᐃ䚹Anderson 䛿᭱ᑠ䛾┦㛵䛿䝊䝻䛷䛒䜛䛸䛔䛖ᖐ↓௬ㄝ䜢
ᑬᗘẚ䜢⏝䛔䛶᳨ᐃ
‡ ศᩓ୙ᆒ୍ᛶ䛾᳨ᐃ䠄Pagan and Hall (1983) 䚸White (1982)䠅䠖
ㄗᕪ㡯䛿ᆒ୍ศᩓ䛷䛒䜚䚸⣔ิ┦㛵䛜䛺䛔䛣䛸䜢☜ㄆ
‡ ෆ⏕ᛶ᳨ᐃ䠄 Hausman (1978) 䠅䠖
⌮ㄽୖ䛿䛸䜒䛛䛟䚸ᐇドୖ䛿ෆ⏕ኚᩘ䛷䛒䜛䛛䛹䛖䛛䜢᳨ᐃ
19
䛂ᐇ㦂ⓗ䛃䛺ᡭἲ䛿᭱Ⰻ䛾᪉ἲ䛛䠛
20
஦౛◊✲2䠖䜸䝺䝂䞁ᕞ䛻䛚䛡䜛Medicaid䛻ᑐ䛩䜛♫఍ᐇ㦂
Oregon Health Insurance Experiment䠄OHIE䠅
• Katherine B et al (2013/May)“The Oregon Experiment — Effects of Medicaid on
Clinical Outcomes.” New England Journal of Medicine: 368;18, pp1713-1722.
• 2008ᖺ䛻䚸⡿ᅜ䜸䝺䝂䞁ᕞ䛻䛚䛔䛶Medicaid(పᡤᚓ⪅ྥ䛡䛾་⒪ಖ㝤)䜢ᣑ
኱䛩䜛䛻ᙜ䛯䛳䛶㈈※䛜㝈䜙䜜䛶䛔䛯䛣䛸䛛䜙䚸9୓ே䛾ᚅᶵ䝸䝇䝖䛾୰䛛䜙䛟
䛨ᘬ䛝䛷⣙3୓ே䛜ᢳฟ䛥䜜䛯
• ㈨᱁せ௳䠖19-64ṓ䚸⡿ᅜᕷẸ䜎䛯䛿ྜἲⓗ䛺⛣Ẹ䛷䚸䜸䝺䝂䞁ᕞ䛾ఫẸ䛷䛒
䜛䛣䛸䚸ᙜヱ᫬Ⅼ䛛䜙㐣ཤ6䛛᭶௨ෆ䛻Medicaid௨እ䛾බⓗಖ㝤䛾ᑐ㇟እ䜎
䛯䛿ಖ㝤ຍධ䛜䛺䛔䛣䛸䚸㐃㑥ᨻᗓ䛜タᐃ䛩䜛㈋ᅔỈ‽䛾100%ᮍ‶(2008ᖺ
⌧ᅾ䚸4ேᐙ᪘䛷ᡤᚓ䛜21,200௨ୗ䠅䛷䛒䜛䛣䛸䚸㈨⏘䛜2,000䝗䝹ᮍ‶䛷䛒䜛
䛣䛸
• Portland metropolitanᆅᇦ䛾䝕䞊䝍䛻⤠䜚䚸20,745ே䜢◊✲ᑐ㇟䛸䛧䛯
䠄䛖䛱䚸10,405ே䛜ᢳ㑅䛷Medicare䛻ຍධ䠗10,340ே䛜㠀ຍධ䠅
• 2009/9-2010/12䛻䛛䛡䛶ᑐ㠃ㄪᰝ䠄ฎ⨨⩌䠄6387䠅䠗ᑐ↷⩌䠄5,842䠅䠅
21
䝉䝺䜽䝅䝵䞁䞉䝞䜲䜰䝇䛾ᐇែ䠄⥆䛝䠅
ฎ⨨⩌䠄Meicaidຍධ䠅VS ᑐ↷⩌(㠀ຍධ)
22
೺ᗣᣦᶆ䛻ᑐ䛩䜛Medicaid䛾ຍධຠᯝ
¾ ⢭⚄ⓗ䛺೺ᗣᣦᶆ䛻䛴䛔䛶䛿᭷ព䛺ᨵၿ䛜ぢ䜙䜜䜛䛜䚸㌟
యⓗ䛺೺ᗣᣦᶆ䜔୺ほⓗ䛺ᖾ⚟ᗘ䛻䛴䛔䛶䛿䚸᭷ព䛺ᨵၿ
䛜ぢ䜙䜜䛺䛔
23
⤒῭ᣦᶆ䞉་⒪㟂せ䛻ᑐ䛩䜛Medicaid䛾ຍධຠᯝ
24
OHIE䛾ᨻ⟇䜈䛾Ἴ⣠
March 2013, “The Economic Report of President” , Chapter 5,
Reducing Costs and Improving the Quality of Health
OHIE䛾ᐇド⤖ᯝ䛿䚸኱⤫㡿䜈䛾ሗ࿌᭩䛻ᥖ㍕䛥
䜜䚸䜸䝞䝬኱⤫㡿䛾་⒪ᨻ⟇䜢䜑䛠䜛㆟ㄽ䠄㈶ྰ䠅
䛾䜶䝡䝕䞁䝇䛸䛺䛳䛶䛔䜛䚹
཯ᑐὴ䠙䠚㌟య㠃䛷䛾೺ᗣቑ㐍ຠᯝ䛜ㄆ䜑䜙䜜
䛺䛛䛳䛯䛣䛸䚸Medicaid䜢ᣑ඘䛩䜛䛛䛹䛖䛛䛾ุ᩿
䛜ᕞᨻᗓ䛻௵䛥䜜䛶䛔䜛䛣䛸
㈶ᡂὴ䠙䠚ᐙィ㈇ᢸ䜈䛾㍍ῶ䛜ㄆ䜑䜙䜜䛯䛣䛸䚸
పᡤᚓᒙ䛾་⒪㟂せቑ኱䚸䛧䛯䛜䛳䛶䚸་⒪䝃䞊
䝡䝇䜈䛾䜰䜽䝉䝇ྥୖ䜢ホ౯䛩䜉䛝
ฟᡤ䠖Ᏻ஭䠄2013/5/15䠅䛂䜰䝯䝸䜹NOW ➨102ྕ ⡿་⒪ᨵ㠉䛻Ἴ⣠䜢ᢞ䛢䛛䛡䛯䜸䝺䝂䞁ᕞ䛾䛂ᐇ
㦂䛃䛃ᮾி㈈ᅋHP䚸http://www.tkfd.or.jp/research/project/news.php?id=1140
25
䛂ᐇ㦂ⓗ䛃䛺ᡭἲ䛿᭱Ⰻ䛾᪉ἲ䛛䠛
¾ ೔⌮㠃䛷䛾ၥ㢟:
ே䚻䛾⏕࿨䜔ᖾ⚟䛻┤᥋ᙳ㡪䛾䛒䜛௓ධ䜢”lottery”䛷ᐇ᪋䛩䜛䛣䛸䜢
䛹䛖⪃䛘䜛䛛䠛↓ㄽ䚸་⒪᝟ሗ䛻䛴䛔䛶䛿䚸㧗㱋⪅䜔㔜⠜䛺≧ែ䛾ᝈ
⪅➼䚸㧗䝸䝇䜽⩌䛿䝃䞁䝥䝹䛛䜙㝖እ䛥䜜䜛
¾ ㈝⏝㠃䛷䛾ၥ㢟
“It was a 15-year, multimillion-dollar effort that to this day remains the largest
health policy study in U.S. history”
(source: RAND, http://www.rand.org/health/projects/hie.html)
¾ ᐇ㦂⤖ᯝ䛾 ᐃ䛾ᐜ᫆䛥
䛯䛸䛘䜀䚸♫఍ಖ㞀䜔ᩍ⫱㛵㐃䛾ᨻ⟇䛻䛴䛔䛶䛿䚸ᨻ⟇䝍䞊䝀䝑䝖䛸䛺
䜛䜰䜴䝖䜹䝮䛾 ᐃ䛜ẚ㍑ⓗᐜ᫆䛷䛒䜛䛜䠄↓ㄽ䚸䇾 ᐃㄗᕪ䇿➼䛾ၥ
㢟䛿䛒䜛䛸䛧䛶䠅䚸䜰䜴䝖䜹䝮䛾 ᐃ䛜ᅔ㞴䛺ᨻ⟇䛻䛴䛔䛶䛿䛹䛖䛩䜛䛛
䠛эฟ∧䝞䜲䜰䝇䛾ၥ㢟
26
⤖ㄒ䠖௒ᚋ䛾་⒪ᨻ⟇◊✲䛻䛚䛡䜛
ᐇドศᯒ䛾Ⓨᒎ䜈ྥ䛡䛶
27
ฟᡤ䠖໭⃝₶䠄2011ᖺ11᭶23᪥䠅䛂䝺䝉䝥䝖㟁Ꮚ໬䛾≧ἣ䛸 䝘䝅䝵䝘䝹䝕䞊䝍䝧䞊䝇䛾ά⏝᪉ྥ䛃
➨31ᅇ་⒪᝟ሗᏛ㐃ྜ኱఍䚸http://yuhan.jp/04japmedinsurance/600;20111121kitazawa.pdf 䠄2015ᖺ2᭶19᪥䜰䜽䝉䝇䠅
28
NDB䛾ㄢ㢟䠖ᆅᇦ䛻䜘䜛᱁ᕪ䠄་⛉䠅䐟
ฟᡤ䠖♫఍ಖ㝤デ⒪ሗ㓘ᨭᡶᇶ㔠䛂䝺䝉䝥䝖㟁⟬ฎ⌮䝅䝇䝔䝮䠖ᬑཬ≧ἣ䛃http://www.ssk.or.jp/rezept/rezept_01.html 䠄2015ᖺ2᭶
19᪥䜰䜽䝉䝇䠅䜢ᇶ䛻䚸➹⪅సᡂ䚹
29
NDB䛾ㄢ㢟䠖ᆅᇦ䛻䜘䜛᱁ᕪ䠄ṑ⛉䠅䐠
ฟᡤ䠖♫఍ಖ㝤デ⒪ሗ㓘ᨭᡶᇶ㔠䛂䝺䝉䝥䝖㟁⟬ฎ⌮䝅䝇䝔䝮䠖ᬑཬ≧ἣ䛃http://www.ssk.or.jp/rezept/rezept_01.html 䠄2015ᖺ2᭶
19᪥䜰䜽䝉䝇䠅䜢ᇶ䛻䚸➹⪅సᡂ䚹
30
NDB䛾ㄢ㢟䠖ᆅᇦ䛻䜘䜛᱁ᕪ䐡
ฟᡤ䠖♫఍ಖ㝤デ⒪ሗ㓘ᨭᡶᇶ㔠䛂䝺䝉䝥䝖㟁⟬ฎ⌮䝅䝇䝔䝮䠖ᬑཬ≧ἣ䛃http://www.ssk.or.jp/rezept/rezept_01.html 䠄2015ᖺ2
᭶19᪥䜰䜽䝉䝇䠅䚸ཬ䜃䚸ཌ⏕ປാ┬䠄2011ᖺ䠅䛂་⒪㈝䛾ᆅᇦᕪศᯒ䛃䜢ᇶ䛻䚸➹⪅᥎ィ䚹
31
NDB䛾ㄢ㢟䠖ᆅᇦ䛻䜘䜛᱁ᕪ䐢
ฟᡤ䠖♫఍ಖ㝤デ⒪ሗ㓘ᨭᡶᇶ㔠䛂䝺䝉䝥䝖㟁⟬ฎ⌮䝅䝇䝔䝮䠖ᬑཬ≧ἣ䛃http://www.ssk.or.jp/rezept/rezept_01.html 䠄2015ᖺ
2᭶19᪥䜰䜽䝉䝇䠅䚸ཬ䜃䚸ཌ⏕ປാ┬䠄2011ᖺ䠅䛂་⒪㈝䛾ᆅᇦᕪศᯒ䛃䜢ᇶ䛻䚸➹⪅᥎ィ䚹
32
ᥦ౪䛥䜜䛶䛔䜛䝕䞊䝍䛾✀㢮
ཎКਁЈ
ؕஜႎƳǤȡȸǸ
ဎᛪᎍƷᙲஓƷࣖ
ơŴȇȸǿșȸǹƴ
ƋǔμȇȸǿƷƳƔ
ƔǒŴᛆ࢘Ƣǔ̾ᅚ
Ʒऴ‫إ‬ǛਁЈƠŴ੩
̓Ƣǔ
੩̓ȇȸǿ
̾ᅚ
ǵȳȗȪȳǰȇȸǿ
ǻȃȈ
೉ኧႎᄂᆮǁƷȋȸ
Ǻƴ‫ࣖݣ‬ƠŴਁЈŴ
ҕӸ҄ƳƲǛ଀ƠƯ
‫ܤ‬μࣱƴҗЎᣐॾƠ
ƨŴҥஉЎƷȇȸǿ
ǻȃȈ
ɟᢿҕӸ҄ሁǛ
ᘍƬƨ̾ᅚ
ؕஜȇȸǿǻȃȈ
λᨈŴ‫ٳ‬ஹŴ၌धК
ƳƲႸႎƴӳǘƤƯ
࠰ࡇƝƱƴኜ˄ƚƕ
ӧᏡưŴቇତƴЎௌ
ƢǔƜƱƕӧᏡƳ
ȇȸǿǻȃȈ
‫ࠢٻ‬ƴь߻Ơƨ̾ᅚ
ᨼᚘᘙऴ‫إ‬
ဎᛪᎍƷᙲஓƴࣖ
ơŴȇȸǿǛь߻Ơ
Ư˺঺ƠƨᨼᚘᘙǛ
੩̓Ƣǔ
ᨼᚘᘙ
ȬǻȗȈऴ‫إ‬Ŵཎ‫ܭ‬
धᎍƷؕஜ‫ࣱޓ‬ऴ‫إ‬
ࠎ‫ݲ‬Ƴऴ‫إ‬ƕƋǒƔ
ͤᚮሁऴ‫إ‬ƴԃLJǕ
ˌ‫ٳ‬ƸŴɼͻ၏ӸŴ
ᨼᚘᘙ
ơNJҕӸ҄ȷЪถƞ
ƯƍǔŴDŽDžƢǂƯ
ᚮၲᜤКऴ‫إ‬Ŵᙲஓ
ǕƨȬǻȗȈȇȸǿ
Ʒ᪮Ⴘ
ƴࣖơƨdzȸȉƳƲ
ȇȸǿМဇ଺ƴŴऴ
‫إ‬ǻǭȥȪȆǣȞȍ
ཎКਁЈư൭NJǒǕǔǻǭȥȪȆǣ൦แƱൔ᠋ƠƯ
МဇƴƋƨǓφͳ
ǸȡȳȈǷǹȆȠǛ
ƋǔᆉࡇφͳƠǍƢƍǻǭȥȪȆǣ൦แưƷМဇƕӧᏡ
ƢǂƖǻǭȥȪȆǣ
ᄩܱƴᢃဇưƖǔМ
ဇ࿢‫ؾ‬ǛૢƑǔ
ȬǻȗȈᄂᆮƴɟ‫ܭ‬
ȬǻȗȈᄂᆮƴ᧙࣎ ȬǻȗȈƷನᡯǛ៊
ƷჷᙸƕƋǓŴဎЈ
ƸƋǔƕኺ᬴ƕLJƩ LJƑƳƕǒᄂᆮƢǔ ᨼᚘƞǕƨኽௐǛ࣏
ϋܾǍਁЈவˑǛӿ
җЎưƳƘŴȇȸǿ ǑǓNjŴؕஜႎ᪮Ⴘ ᙲƱƠŴȇȸǿϼྸ
ԛƠŴ‫ٻ‬᣽Ʒȇȸǿ
े‫ܭ‬ƞǕǔМဇᎍ΂
ƷཎࣉǍӲ᪮ႸƷಒ ƴƭƍƯቇҥƴЎௌ ǛᘍƏƜƱǛे‫ܭ‬Ơ
Ǜ᭗ᡮƴϼྸƢǔƜ
ᙲǛ৭੮ƠƨƍƱᎋ ǛᚾLjƨƍƱᎋƑƯ ƯƍƳƍМဇᎍ
ƱǛे‫ܭ‬ƠƯƍǔМ
ƑƯƍǔМဇᎍ
ƍǔМဇᎍ
ဇᎍ
Ј৑Ჴҽဃі΁Ⴞ̬ᨖ‫ޅ‬ዮѦᛢȷ̬ᨖǷǹȆȠ᭗ࡇ҄ਖ਼ᡶܴ
࠯঺࠰உଐžȬǻȗȈऴ‫إ‬ሁƷᇹɤᎍ੩̓Ʒ
৖ዓƖሁƴƭƍƯſJVVRYYYOJNYIQLRHKNG5JKPIKMCK*QMGPM[QMW
5QWOWMCRFHᲢ࠰உଐǢǯǻǹᲣ
ԃLJǕƯƍǔ
ȇȸǿ᪮Ⴘ̊
௦⾲ᛶ䞉ಙ㢗ᛶ䠄䠇䠅
௦⾲ᛶ䞉ಙ㢗ᛶ䠄䠉䠅
↹㞧ᛶ䞉᥈⣴ᛶ䠄䠉䠅
↹㞧ᛶ䞉᥈⣴ᛶ䠄䠇䠅
33
NDB䛾ᥦ౪≧ἣ
34
Center for Medicare and Medicaid Services (CMS)
䛻䜘䜛ᨭ᥼䜢ཷ䛡䛯ᐇ᪋୺య䛾ෆヂ䠄2011ᖺ⌧ᅾ䠅
ฟᡤ䠖Center for Medicare and Medicaid Services (2011) “Active Report List”. http://cms.hhs.gov/Research-Statistics-Data-and-Systems/StatisticsTrends-and-Reports/ActiveProjectReports/Active-Projects-Report-List.html#䠄2015ᖺ2᭶19᪥䜰䜽䝉䝇䠅䜢ᇶ䛻➹⪅సᡂ䚹
35
⤖ㄒ䠖ಖ㝤་⒪⾜ᨻ䛜EBM䛻ᑐ䛧䛶
ᯝ䛯䛩䜉䛝ᙺ๭(1)
• ་⒪᝟ሗ䛾ᶆ‽໬䜢ಁ䛩䛯䜑䛾♫఍඲య䛾⌮ゎ䛸༠
ຊ䛜ᚓ䜙䜜䜛䜘䛖䛺⥅⥆ⓗ䛺ാ䛝䛛䛡
• ಖ㝤་⒪ᨻ⟇䛻䛚䛡䜛♫఍ⓗ䜲䞁䝣䝷䛸䛧䛶䛾NDB⮬య
䛾་⒪䛾ຠ⋡໬➼䛻ᑐ䛩䜛ᐤ୚ᗘ䛾᳨ド
• ་⒪᝟ሗ䛾ᶆ‽໬䛾஦౛䛸䛧䛶䚸⡿ᅜ䛾་⒪ᨻ⟇䛷䛒
䜛HCQIP䜢㏻䛧䛶Ꮫ䜆䜉䛝᭱䜒㔜せ䛺Ⅼ䛿䚸ᑓ㛛ᐙ䛾㛫
䛷䛾་⒪ホ౯ᣦᶆ䛻ᑐ䛩䜛ྜព䠙䠚ᑠつᶍㄪᰝ䛾ᐇ
᪋䠙䠚ᣦᶆ䛾෌᳨ウ䠙䠚඲ᅜつᶍ䛷䛾ᨻ⟇䛾ᐇ᪋䠙
䠚ᨻ⟇䛾⤖ᯝ䛸ᨻ⟇㐣⛬⮬య䛾ぢ┤䛧䠙䠚䝥䝻䝆䜵䜽
䝖䛾ᒎ㛤䛸䛔䛖䚸ᨻ⟇᪋⾜䛾䝥䝻䝉䝇
36
⤖ㄒ䠖ಖ㝤་⒪⾜ᨻ䛜EBM䛻ᑐ䛧䛶
ᯝ䛯䛩䜉䛝ᙺ๭(2)
• ⡿ᅜ䛾Research Data Assistance Center (ResDac)䛻௦
⾲䛥䜜䜛䜘䛖䛺䚸䝺䝉䝥䝖᝟ሗ䛾฼ά⏝䛻ᑐ䛩䜛ᩍ⫱
◊✲䛾䛯䜑䛾ᨭ᥼άື䛾ᚲせᛶ
• ⡿ᅜCMS➼䛾⤒㦂䛛䜙䚸Ẹ㛫ά⏝䜈ྥ䛡䛶䛾⤒⦋䛾
᳨ド
• ་⒪᝟ሗ䛾ᩚഛ䛾඲㐣⛬䛷䛾Quality Check䚸ᝈ⪅䛸
་ᖌ䛸䛾⌮ゎ䛸ྠព䛻ᇶ䛵䛟䝁䝭䝳䝙䜿䞊䝅䝵䞁䛾⵳
✚䚸䜎䛯䚸་⒪᝟ሗ䛾ຠᯝⓗ䛺⟶⌮䛸㐠⏝䜢㐙⾜䛩
䜛䛣䛸䛾䛷䛝䜛◊✲⪅䜔ᢏ⾡⪅䛾⫱ᡂ䛜䚸௒ᚋ䛾
EBMⓎᒎ䛾♏䛸䛺䜛䚹
䠙䠚ᝈ⪅䠄ᐙ᪘䠅䞉ಖ㝤⪅䞉་⒪ᥦ౪⪅䞉⾜ᨻ䠄ᨻ⟇ᢸᙜ
⪅䠅䞉◊✲⪅䛸䛾ᑐヰ䛸༠ാ䛜㔜せ䟿
37
ᑐヰ䛾ᅵྎ
¾ ௦⾲ᛶ䛾䛒䜛䝕䞊䝍䛾ᵓ⠏䠖
ᨻ⟇䞉◊✲䛾୧㠃䛷䛾♫఍ⓗ䜲䞁䝣䝷䛷䛒䜚䚸ඹ᭷㈨※䛷䛒䜛䛸
䛔䛖⪃䛘᪉
¾ ᨻ⟇䛻㛵䜟䜛㆟ㄽ䛾᫂☜໬䠖
ពぢ䛾୙୍⮴䛜䚸ᐇドⓗ䛺㒊ศ䛻ᑐ䛩䜛䜒䛾䛺䛾䛛䚸つ⠊ⓗ㒊ศ
䛻䜘䜛䜒䛾䛺䛾䛛䠛䠄䝆䝵䠉䝊䝣䞉䠡䠊䝇䝔䜱䜾䝸䝑䝒䠄⸭ୗྐ㑻ヂ䠅
䠄2003䠅䛄බඹ⤒῭Ꮫ䠄ୖ䠅䛅ᮾὒ⤒῭᪂ሗ♫䠅
¾ ♫఍䠄ᅜẸ䠅䛛䜙䛾ಙ㢗䛾⋓ᚓ䠖
ᨻ⟇⟇ᐃ䞉ホ౯䛻䛸䛳䛶ᚲせ䛺䝕䞊䝍཰㞟䛻ᑐ䛩䜛♫఍඲య䛾⌮
ゎ䛸༠ຊ䛜ᚓ䜙䜜䜛䜘䛖䛻ാ䛝䛛䛡䜛䛣䛸䚸䜎䛯䚸཰㞟䛥䜜䛯䝕䞊
䝍䛾䝁䞁䝔䞁䝒ཬ䜃⟶⌮యไ䜢ᖖ᫬ぢ┤䛩䛣䛸䛾䛷䛝䜛䜘䛖䛺≀⌮
ⓗ䝅䝇䝔䝮䛸ேⓗ༠ຊయไ䜢䛴䛟䜚䛒䛢䜛䛣䛸
¾ ே஦஺ὶ䛾㔜せᛶ䠖
ᨻ⟇ᢸᙜ⪅䛸◊✲⪅䛸䛾䝁䝭䝳䝙䜿䞊䝅䝵䞁䜢෇⁥໬䛩䜛䛯䜑䛾
⿦⨨䜢ᩚഛ䛩䜛
38