Ruby開発者を増やすための教育について (8年間のRuby教育で得た知見)

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٢ా༟ඒ 3VCZ։ൃऀΛ૿΍ͨ͢Ί ͷڭҭʹ͍ͭͯ ೥ؒͷ3VCZڭҭͰಘͨ஌ݟ 3

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໨࣍ ࣗݾ঺հ 3VCZڭҭͷݱঢ় ڭҭۀऀWTࣾ಺ڭҭ ڭҭΛߦ͏ʹ͸ ؀ڥ࡞Γ 2

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ࣗݾ঺հ

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٢ా༟ඒ :PTIJEB:VVNJ ༗ݶձࣾ&:0⒏DF IUUQXXXFZP⒏DFDPN #MPHIUUQEIBUFOBOFKQZVVN 5XJUUFS!ZVVNJ 4

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աڈ େֶͷ޻ֶ෦ଔۀ ଔۀݚڀͰ-JTQॲཧܥʹؔΘΔ ૊ࠐܥͷձࣾʹब৬ $"%ͷϕϯνϟʔاۀʹస৬ $"%ίΞ෦෼ͷ։ൃ γϦίϯόϨʔΛ๚໰ͨ͠Γɺถࠃਓͱ࢓ࣄ Λܦݧ 5

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աڈ େֶͷ޻ֶ෦ଔۀ ଔۀݚڀͰ-JTQॲཧܥʹؔΘΔ ૊ࠐܥͷձࣾʹब৬ $"%ͷϕϯνϟʔاۀʹస৬ $"%ίΞ෦෼ͷ։ൃ γϦίϯόϨʔΛ๚໰ͨ͠Γɺถࠃਓͱ࢓ࣄ Λܦݧ 6

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աڈ େֶͷ޻ֶ෦ଔۀ ଔۀݚڀͰ-JTQॲཧܥʹؔΘΔ ૊ࠐܥͷձࣾʹब৬ $"%ͷϕϯνϟʔاۀʹస৬ $"%ίΞ෦෼ͷ։ൃ γϦίϯόϨʔΛ๚໰ͨ͠Γɺถࠃਓͱ࢓ࣄ Λܦݧ ӳޠ͸ۤख 7

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&:0⒏DF ೥ʹಠཱ ։ൃ 8FC 3VCZPO3BJMT J1IPOF ڭҭ ͓٬༷ͷ໰୊Λղܾ͢Δ*5ڭҭ 3VCZPO3BJMT J1IPOF 8

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&:0⒏DF։ൃ 8FC 9 wΞδΞϦʔάΞΠεϗοέʔ wIUUQXXXBMIPDLZKQ wνʔϜɾબखͷ੒੷ूܭ w1FSMಠࣗϑϨʔϜϫʔΫ wΞϩϋύʔΫ wIUUQQBSLBMPIB TUSFFUDPN w4/4 w+BWB4FBTBS wωοτγϣοϓ wIUUQXXXCPSPDPKQ w3BJMTK2VFSZ w34QFD$VDVNCFS w๖͑τʔΫ ੠༏ͱ 4LZQFͰ͓࿩ wIUUQXXXNPFUBMLKQ w੠༏ͱͷձ࿩༧໿༧໿ w3BJMTK2VFSZ w34QFD3FRVFTU

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&:0⒏DF։ൃ J1IPOF 10 ֆຊΞϓϦ J1IPOFJ1BE 5XFFUͳ͏ ແྉ ڭ͑ࢠ͕࡞ͬͨΞϓϦ

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&:0⒏DFڭҭ 11 ໰୊ղܾܕͷڭҭ &:0⒏DFͷڭҭ͸஌ࣝͷऔಘΛ໨తͱֶͨ͠ߍతͳڭҭͰ ͸ͳ͘ɺ࣮຿Ͱඞཁͱ͞ΕΔٕज़Λɺ͓٬༷ͷχʔζ΍։ ൃϝϯόʔͷεΩϧʹԠ͡ॊೈͳڭҭϓϥϯΛ૊Έཱͯ͝ఏ Ҋͤͯ͞௖͘ʮ໰୊ղܾܕͷڭҭʯͰ͢ɻ ͓٬༷ͷཁ๬ɺ೰ Έɺ໰୊ΛΠϯλ Ϗϡʔ ڭҭϓϥϯͷ͝ ఏҊɺ͓ݟੵ΋ Γ ڭҭͷ࣮ࢪ

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&:0⒏DFڭҭ 12 ίʔε໊ ೔਺ ಺༰ ޮՌ අ༻ 3VCZPO3BJMTೖ ໳ίʔε ೔ w3VCZݴޠೖ໳ w3VCZPO3BJMTೖ໳ w3VCZPO3BJMT࣮श w3VCZ3VCZPO3BJMTͷ֓ཁ͕ཧղͰ͖Δ wܦݧ๛ͳ։ൃऀͰ͋Ε͹ɺॻ੶౳Λࢀߟʹ 3VCZPO3BJMTͷ։ൃ͕࢝ΊΒΕΔ ສԁਓ ໊Ҏ্Ͱ डߨͩ͘͞ ͍ 3VCZPO3BJMTඪ ४ίʔε ೔ w3VCZݴޠೖ໳ɺ3VCZ࣮ફϓϩάϥϛϯά w3VCZݴޠ࣮श w3VCZPO3BJMTೖ໳ɺ3VCZPO3BJMT࣮ફ։ൃ w3VCZPO3BJMT࣮श w3VCZ3VCZPO3BJMT͕ཧղͰ͖Δ w3VCZPO3BJMT։ൃϓϩδΣΫτʹϓϩάϥ Ϛʔͱͯ͠ࢀՃͰ͖Δ ສԁਓ 3VCZPO3BJMTప ఈίʔε ೔ w3VCZݴޠೖ໳ɺ3VCZ࣮ફϓϩάϥϛϯά w3VCZݴޠ࣮श w3VCZPO3BJMTೖ໳ɺ3VCZPO3BJMT࣮ફ։ൃ w3VCZPO3BJMT࣮श w࣮༻ΞϓϦͷ։ൃԋश w3VCZ3VCZPO3BJMT͕ཧղͰ͖Δ w3VCZPO3BJMTΛ࢖ͬͨϓϩδΣΫτͷઃ ܭɾ։ൃ͕࢝ΊΒΕΔ ສԁਓ 3VCZPO3BJMT

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ࣥච 13

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8FCϝσΟΞ΁ͷࣥච 14

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3VCZڭҭͷݱঢ়

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͓Θͼ 3VCZڭҭҰൠʹؔ͢Δσʔλ͸࣋ ͍ͬͯ·ͤΜN @@ N 16

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&:0⒏DFͷ3VCZ ڭҭͷྺ࢙

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3VCZڭҭͷΞΫςϏςΟʔ 18 0 15 30 45 60 2005 2006 2007 2008 2009 2010 2011 2012 2013 શडߨऀ਺ͷΠϝʔδ தڃऀίʔεडߨऀ਺ͷΠϝʔδ 3VCZPO3BJMTొ৔ 3VCZ஀ੜ 1993

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೥-JWF3FWPMVUJPOͱ͍͏ϕϯνϟʔ اۀͰιϑτ΢ΣΞ։ൃҰൠɺ3VCZݴޠɺ 3VCZPO3BJMTΛڭҭ ೥େ෼ݝݝிओ࠵ͷ3VCZݴޠɺ3VCZ PO3BJMTݚमΛߦ͏ ೥େखίϯϐϡʔλϝʔΧܥ4*اۀͰ ͷ3VCZݴޠɺ3VCZPO3BJMTݚम͕։࢝ ೥๭ϕϯνϟʔاۀͰͷ৽ਓ޲͚ि ؒͷ3VCZݴޠɺ3VCZPO3BJMTݚमΛ։࢝ 19

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ڭҭۀऀ WT ࣾ಺ڭҭ

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ڭҭۀऀͷϝϦοτ ߨ্͕ٛख͍ ੒੷ͷ௿͍डߨऀͷϑΥϩʔ্͕ख͍ डߨऀͷධՁྗ͕ߴ͍ ςΩετɾࢿྉΛ࡞Δͷ্͕ख͍ ஌ࣝͷ෯͕޿͍ ࣾ಺ϦιʔεΛ࢖Θͳ͍ 21

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ڭҭۀऀͷϝϦοτ ߨ্͕ٛख͍ ੒੷ͷ௿͍डߨऀͷϑΥϩʔ্͕ख͍ डߨऀͷධՁྗ͕ߴ͍ ςΩετɾࢿྉΛ࡞Δͷ্͕ख͍ ஌ࣝͷ෯͕޿͍ ࣾ಺ϦιʔεΛ࢖Θͳ͍ 22

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ڭҭۀऀͷϝϦοτ ߨ্͕ٛख͍ ੒੷ͷ௿͍डߨऀͷϑΥϩʔ্͕ख͍ डߨऀͷධՁྗ͕ߴ͍ ςΩετɾࢿྉΛ࡞Δͷ্͕ख͍ ஌ࣝͷ෯͕޿͍ ࣾ಺ϦιʔεΛ࢖Θͳ͍ 23

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ڭҭۀऀͷϝϦοτ ߨ্͕ٛख͍ ੒੷ͷ௿͍डߨऀͷϑΥϩʔ্͕ख͍ डߨऀͷධՁྗ͕ߴ͍ ςΩετɾࢿྉΛ࡞Δͷ্͕ख͍ ஌ࣝͷ෯͕޿͍ ࣾ಺ϦιʔεΛ࢖Θͳ͍ 24

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ڭҭۀऀͷϝϦοτ ߨ্͕ٛख͍ ੒੷ͷ௿͍डߨऀͷϑΥϩʔ্͕ख͍ डߨऀͷධՁྗ͕ߴ͍ ςΩετɾࢿྉΛ࡞Δͷ্͕ख͍ ஌ࣝͷ෯͕޿͍ ౰ࣾௐ΂ ࣾ಺ϦιʔεΛ࢖Θͳ͍ 25

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ڭҭۀऀͷϝϦοτ ߨ্͕ٛख͍ ੒੷ͷ௿͍डߨऀͷϑΥϩʔ্͕ख͍ डߨऀͷධՁྗ͕ߴ͍ ςΩετɾࢿྉΛ࡞Δͷ্͕ख͍ ஌ࣝͷ෯͕޿͍ ࣾ಺ϦιʔεΛ࢖Θͳ͍ 26

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ࣾ಺ߨशͷϝϦοτ اۀͷ΋ͭจԽΛڭ͑ΒΕΔ ݱ࣮ͷੈք࢓ࣄΛޠΕΔ ࢓ࣄ΁ͱͭͳ͕Δ ߨࢣͷεΩϧ্͕͕Δ ஌͕ࣝਂ͍ 27

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ࣾ಺ߨशͷϝϦοτ اۀͷ΋ͭจԽΛڭ͑ΒΕΔ ݱ࣮ͷੈք࢓ࣄΛޠΕΔ ࢓ࣄ΁ͱͭͳ͕Δ ߨࢣͷεΩϧ্͕͕Δ ஌͕ࣝਂ͍ 28

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ࣾ಺ߨशͷϝϦοτ اۀͷ΋ͭจԽΛڭ͑ΒΕΔ ݱ࣮ͷੈք࢓ࣄΛޠΕΔ ࢓ࣄ΁ͱͭͳ͕Δ ߨࢣͷεΩϧ্͕͕Δ ஌͕ࣝਂ͍ 29

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ࣾ಺ߨशͷϝϦοτ اۀͷ΋ͭจԽΛڭ͑ΒΕΔ ݱ࣮ͷੈք࢓ࣄΛޠΕΔ ࢓ࣄ΁ͱͭͳ͕Δ ߨࢣͷεΩϧ্͕͕Δ ஌͕ࣝਂ͍ 30

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ࣾ಺ߨशͷϝϦοτ اۀͷ΋ͭจԽΛڭ͑ΒΕΔ ݱ࣮ͷੈք࢓ࣄΛޠΕΔ ࢓ࣄ΁ͱͭͳ͕Δ ߨࢣͷεΩϧ্͕͕Δ ஌͕ࣝਂ͍ 31

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ڭҭۀऀWTࣾ಺ڭҭ ڭҭۀऀ ࣾ಺ڭҭɺ0+5 32

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ڭҭۀऀBOEࣾ಺ڭҭ ڭҭۀऀ ೖ໳ɺجૅΛֶͿ ࣾ಺ڭҭ 0+5 ࢓ࣄͰ࢖͑Δٕज़Λ਎ʹ͚ͭΔ 33

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ڭҭΛߦ͏ʹ͸

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ڭҭظؒ͸ͲΕ͘Β ͍͕ྑ͍ͷ͔

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ظؒΛܾΊΔύϥϝʔλ ΰʔϧ ଞͷݴޠͷܦݧ ։ൃೳྗʔܭଌ͕೉͍͠ ֶशೳྗʔܭଌ͕೉͍͠ 3BJMTͷ৔߹ 8FCΞϓϦέʔγϣϯͷܦݧ 36

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ظؒΛܾΊΔύϥϝʔλ ΰʔϧ ଞͷݴޠͷܦݧ ։ൃೳྗʔܭଌ͕೉͍͠ ֶशೳྗʔܭଌ͕೉͍͠ 3BJMTͷ৔߹ 8FCΞϓϦέʔγϣϯͷܦݧ 37

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ظؒΛܾΊΔύϥϝʔλ ΰʔϧ ଞͷݴޠͷܦݧ ։ൃೳྗʔܭଌ͕೉͍͠ ֶशೳྗʔܭଌ͕೉͍͠ 3BJMTͷ৔߹ 8FCΞϓϦέʔγϣϯͷܦݧ 38

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ظؒΛܾΊΔύϥϝʔλ ΰʔϧ ଞͷݴޠͷܦݧ ։ൃೳྗʔܭଌ͕೉͍͠ ֶशೳྗʔܭଌ͕೉͍͠ 3BJMTͷ৔߹ 8FCΞϓϦέʔγϣϯͷܦݧ 39

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ظؒΛܾΊΔύϥϝʔλ ΰʔϧ ଞͷݴޠͷܦݧ ։ൃೳྗʔܭଌ͕೉͍͠ ֶशೳྗʔܭଌ͕೉͍͠ 3BJMTͷ৔߹ 8FCΞϓϦέʔγϣϯͷܦݧ 40

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&:0⒏DFೖ໳ίʔεͷਓؾ ೔ίʔεɿˑ ೔ίʔεɿˑˑˑˑˑˑˑˑˑˑ ೔ίʔεɿˑˑ 41

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೔ίʔε ཁٻεΩϧ +BWB౳ͷ00ݴޠΛཧղ͠ɺ࣮ࡍͷ࢓ࣄΛ ͍ͯ͠Δ 8FCΞϓϦέʔγϣϯΛཧղ͠ɺ࣮ࡍͷ࢓ ࣄΛ͍ͯ͠Δ ͜ͷΑ͏ͳํ͸ɺຊΛҰ࡭ಡΊ͹࢖ ͑ΔΑ͏ʹͳΔͷͰڭҭ͸ෆཁ 42

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೔ίʔε ཁٻεΩϧ +BWB౳ͷ00ݴޠΛ࢖ͬͨࣄ͕͋Δ 8FCΞϓϦέʔγϣϯ͕গ͠൑Δ ձࣾʹଟ͍͘ΔΤϯδχΞ ೔ؒͳΒɺݱ৔Λ཭ΕΒΕΔ 43

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೔ίʔε ཁٻεΩϧ ଟগͷϓϩάϥϜܦݧ͕͋Δ ৽ਓɺݩඇΤϯδχΞͳͲ΋ؚ·ΕΔ ৽ਓݚम΍഑ஔస׵ݚमͰͳ͍ͱ೔ ؒͱΔͷ͸೉͍͠ 44

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ݚम಺༰͸Ͳ͏͢ Δ͔

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&:0⒏DF̏೔ίʔεͷྫ લఏ৚݅ +BWB౳ͷ00ݴޠΛ࢖ͬͨࣄ͕͋Δ 8FCΞϓϦέʔγϣϯ͕গ͠൑Δ )5.-͕ଟগॻ͚Δ 3%#͕ଟগΘ͔Δ 46

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 3VCZݴޠͷجຊ 3VCZͷΦϒδΣΫτࢦ޲ 3VCZͷϥΠϒϥϦʔ ΠςϨʔλɾϒϩοΫ ਖ਼نදݱɺͦͷଞ 47

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 3VCZݴޠͷجຊ 3VCZͷΦϒδΣΫτࢦ޲ 3VCZͷϥΠϒϥϦʔ ΠςϨʔλɾϒϩοΫ ਖ਼نදݱɺͦͷଞ 48

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 3VCZݴޠͷجຊ 3VCZͷΦϒδΣΫτࢦ޲ 3VCZͷϥΠϒϥϦʔ ΠςϨʔλɾϒϩοΫ ਖ਼نදݱɺͦͷଞ 49

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 3VCZݴޠͷجຊ 3VCZͷΦϒδΣΫτࢦ޲ 3VCZͷϥΠϒϥϦʔ ΠςϨʔλɾϒϩοΫ ਖ਼نදݱɺͦͷଞ 50

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 3VCZݴޠͷجຊ 3VCZͷΦϒδΣΫτࢦ޲ 3VCZͷϥΠϒϥϦʔ ΠςϨʔλɾϒϩοΫ ਖ਼نදݱɺͦͷଞ 51

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 8FCΞϓϦέʔγϣϯͷجຊ 3VCZPO3BJMTͱ͸ 4DB⒎PMEͰΞϓϦ࡞੒ 4DB⒎PMEͰग़དྷͨίʔυͷղઆ 3VCZPO3BJMTͷجຊػೳ 52

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 8FCΞϓϦέʔγϣϯͷجຊ 3VCZPO3BJMTͱ͸ 4DB⒎PMEͰΞϓϦ࡞੒ 4DB⒎PMEͰग़དྷͨίʔυͷղઆ 3VCZPO3BJMTͷجຊػೳ 53

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 8FCΞϓϦέʔγϣϯͷجຊ 3VCZPO3BJMTͱ͸ 4DB⒎PMEͰΞϓϦ࡞੒ 4DB⒎PMEͰग़དྷͨίʔυͷղઆ 3VCZPO3BJMTͷجຊػೳ 54

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 8FCΞϓϦέʔγϣϯͷجຊ 3VCZPO3BJMTͱ͸ 4DB⒎PMEͰΞϓϦ࡞੒ 4DB⒎PMEͰग़དྷͨίʔυͷղઆ 3VCZPO3BJMTͷجຊػೳ 55

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 8FCΞϓϦέʔγϣϯͷجຊ 3VCZPO3BJMTͱ͸ 4DB⒎PMEͰΞϓϦ࡞੒ 4DB⒎PMEͰग़དྷͨίʔυͷղઆ 3VCZPO3BJMTͷجຊػೳ 56

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 3VCZPO3BJMTͷԠ༻తͳػೳ 5%%Λମݧ͢Δ 8FCΞϓϦͷ੬ऑੑʹ͍ͭͯ ͕࣌ؒ͋Ε͹ίʔυϦʔσΟϯά 57

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 3VCZPO3BJMTͷԠ༻తͳػೳ 5%%Λମݧ͢Δ 8FCΞϓϦͷ੬ऑੑʹ͍ͭͯ ͕࣌ؒ͋Ε͹ίʔυϦʔσΟϯά 58

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 3VCZPO3BJMTͷԠ༻తͳػೳ 5%%Λମݧ͢Δ 8FCΞϓϦͷ੬ऑੑʹ͍ͭͯ ͕࣌ؒ͋Ε͹ίʔυϦʔσΟϯά 59

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&:0⒏DF̏೔ίʔεͷྫ ೔໨ 3VCZPO3BJMTͷԠ༻తͳػೳ 5%%Λମݧ͢Δ 8FCΞϓϦͷ੬ऑੑʹ͍ͭͯ ͕࣌ؒ͋Ε͹ίʔυϦʔσΟϯά 60

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ͥͻڭ͑ͯ΄͍͠ ಺༰

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࣮श ࣮ࡍʹίʔυΛॻ͍ͯ΋Β͏ खΛಈ͔͠ɺࣦഊ͢ΔࣄͰֶΜͰ΋ Β͏ डߨऀͷཧղ΍ೳྗΛ஌Δࣄ͕Ͱ͖ Δ 62

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υΩϡϝϯτͷಡΈํ ͳͥɺӳޠυΩϡϝϯτΛಡ·ͳ͍ ͱ͍͚ͳ͍ͷ͔ ӳޠυΩϡϝϯτͷಡΈํ 63

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σόοάͷجຊ ਪ࿦Ͱ͸ͳ͘ࣄ࣮ʹجͮ͘ݪҼ௥ٴ ΤϥʔϝοηʔδɺϩάͷಡΈํ ͱ͘ʹɺ৽ਓ΍8FCΞϓϦܦݧͷແ͍ํ ʹ͸ඞਢ 64

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ྑ͍ίʔυͷॻ͖ํ ͳͥɺྑ͍ίʔυΛॻ͔ͳ͍ͱ͍͚ ͳ͍ͷ͔ ໊લॏཁ 3VCZͷίʔσΟϯάश׳ ৽ਓͷ৔߹͸௒ॏཁ 65

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8FCΞϓϦέʔγϣϯͷجຊ डߨऀ͕஌Βͳ͍৔߹͸ඞਢ )551ϓϩτίϧ )5.- $44 3%#ͷجຊ 66

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8FCͷ੬ऑੑʹ͍ͭͯ 944ɺ42-*OKFDUJPOɺ$43'ͳͲ ͷ஌ࣝͱରࡦ ࣮ࡍʹ੬ऑੑͷ͋ΔΞϓϦΛ࡞Γσ Ϟ͢Δͱྑ͍ͱࢥ͍·͢ 8FCΞϓϦέʔγϣϯ࡞੒ऀ͸ઈ ରʹ஌Βͳ͚Ε͹ͳΒͳ͍஌ࣝ 67

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ڭҭͷΘ͟

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إͷݟ͑Δڭҭ 3VCZʹ਌͠ΈΛ΋ͬͯ΋Β͏ 69

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ϝλ஌ࣝΛڭ͑Δ ஌ࣝ΍खॱΛڭ͑ͯ΋ɺόʔδϣϯ Ξοϓ͢Δͱ࢖͑ͳ͘ͳΔ ৘ใͷऔಘํ๏ɺϓϩάϥϜͷߟ͑ ํɺσόοάͷ࢓ํͳͲͷϝλͳ৘ ใΛڭ͑Δ 70

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ڭҭ݁ՌΛఆணͤ͞Δ ࣮शɿखΛಈ͔͢ ՝୊ɿҰ͔Βࣗ෼Ͱߟ͑ͯϓϩάϥ ϜΛ࡞ͬͯ΋Β͏ ൃදɿडߨऀʹൃදͯ͠΋Β͏ 71

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ڭҭ݁ՌΛఆணͤ͞Δ ࣮शɿखΛಈ͔͢ ՝୊ɿҰ͔Βࣗ෼Ͱߟ͑ͯϓϩάϥ ϜΛ࡞ͬͯ΋Β͏ ൃදɿडߨऀʹൃදͯ͠΋Β͏ 72

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ڭҭ݁ՌΛఆணͤ͞Δ ࣮शɿखΛಈ͔͢ ՝୊ɿҰ͔Βࣗ෼Ͱߟ͑ͯϓϩάϥ ϜΛ࡞ͬͯ΋Β͏ ൃදɿडߨऀʹൃදͯ͠΋Β͏ 73

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ڭҭ͸ίϛϡχέʔγϣϯʂ ڭҭ͸૒ํ޲ ஌ࣝΛ఻͑Δ͚ͩͰ͸μϝ डߨऀʹ఻Θ͔ͬͨΛ֬ೝ͢Δ إ৭ ࣭໰ ࣮शɾ՝୊ɾ॓୊ 74

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ڭҭ͸৔਺ ڭҭ͸࣮ࡍʹܦݧͯ͠Έͳ͍ͱΘ͔ Βͳ͍ࣄ͕ͨ͘͞Μ͋Γ·͢ ༧૝֎ͷࣄ͕ྑ͘ى͖·͢ ࣗ෼ͷ஌ࣝෆ଍ʹؾ͕෇͖·͢ ߨࢣ͸ۓு͠·͢ 75

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ڭҭ͸৔਺ ͔ͩΒɺ࿅शΛ͠·͠ΐ͏ ಉ྅ʹฉ͍ͯ΋Β͏ ಄ͷதͰԿ౓΋ݚमΛԋ͡Δ ษڧձͰॳ৺ऀηογϣϯΛاըɾ ࣮ࢪ͢Δ ೥ʙ೥౦ژ3BJMTษڧձͰॳ৺ऀ ηογϣϯΛߦΘͤͯ௖͖·ͨ͠N @@ N 76

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ॳ৺ऀͷ࣮ଶ

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p[[ CV[[͕ग़དྷͳ͍ਓ͕͍Δ Կ೥΋ϓϩάϥϚʔͱͯ͠ಇ͍͍ͯΔਓ ʹ΋p[[ CV[[͕ॻ͚ͳ͍ਓ͕͍·͢ ͍ͭ΋ͷ࢓ࣄ͸ίϐϖʴ(PPHMFઌੜ ඇ࿦ཧతͳ ࢼߦࡨޡ ͔ΒίʔυΛ૊ΈཱͯΒΕͳ͍ ࿦ཧతͳੵΈ্͕͛ग़དྷͳ͍ 78

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ϝιουɺؔ਺Λ஌Βͳ͍ $0#0-ʹ͸ؔ਺͸͋Γ·ͤΜ ίʔυͷू·ΓΛந৅Խ͢Δश׳͕͋Γ ·ͤΜ ม਺ͷείʔϓ΋஌Γ·ͤΜ 79

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JGจͱXIJMFจͷҧ͍͕෼ ͔Βͳ͍ਓ͕͍Δ ࢝Ίͯϓϩάϥϛϯά͢Δਓʹ͸Α ͍͘·͢ ܁Γฦ͠ॲཧɺม਺ͳͲ͸ϓϩάϥ ϛϯάҎ֎Ͱ͸ɺ͋·ΓݱΕͳ͍֓ ೦͔΋͠Εͳ͍ 80

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؀ڥ࡞Γ

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࣮श༻؀ڥ࡞Γ

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ओͳ։ൃϓϥοτϑΥʔϜ 8JOEPXT .BD -JOVY 6OJY 8JOEPXT7.-JOVY 83

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8JOEPXT PS OPU8JOEPXT

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8JOEPXT ४උ͠΍͍͢ डߨऀ͕׳Ε͍ͯΔ ͔͠͠ɺ3VCZPO3BJMT؀ڥߏங͕ ೉͍͠ Ұ෦HFN͕Πϯετʔϧग़དྷͳ͍ ஗͍ 85

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8JOEPXT؀ڥߏங ೖ໳ఔ౓ͳΒ࢖͑Δ ݱࡏͷ&:0⒏DF͸ 3VCZJOTUBMMFS%FW,JU 3BJMT͸HFNJOTUBMM 3VCZ3BJMT͕όʔδϣϯΞοϓ͢ΔͱΠ ϯετʔϧग़དྷͳ͘ͳΔࣄ΋͋ΔͷͰ஫ҙ 86

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8JOEPXT؀ڥߏங &:0⒏DFͷதڃऀίʔε͸.BD -JOVY 7.্ΛؚΉ ͷΈʹ͍ͯ͠· ͢ɻ 87

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.BD ϕϯνϟʔͰ͸ϙϐϡϥʔʹͳ͖ͬͯͨ ೔ຊͷେاۀͰ͸೉͍͔͠΋ ؀ڥߏஙʹ͸ྲྀߦ͕͋Δ ࠓ͸IPNFCSFXSCFOWHFN .BD049ͷόʔδϣϯʹ஫ҙ 88

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-JOVY ͋·Γ޷·Εͳ͍ʁ ؀ڥ࡞੒͸༰қ 6OJYͷ஌͕ࣝඞཁ ΤσΟλʔͲ͏͢Δ WJ FNBDT͸೉͍͠ 4VCMJNF5FYU͸͋Γ͕͍ͨ 89

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8JOEPXT7.-JOVY 7.ΠϝʔδΛͪ͜ΒͰ༻ҙ͢Ε͹ड͚ ೖΕΒΕқ͍ 6OJYͷ஌ࣝඞཁ ࠷ۙͷ6CVOUV(6*͸1$ύϫʔ͕ඞཁʁ 4VCMJNF5FYU͸͋Γ͕͍ͨ 90

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ςΩετͷ࡞੒

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ςΩετ࡞੒γεςϜ 3VCZ 3BJMT͸සൟʹόʔδϣϯΞ οϓ͢Δɻ͔͠΋ޓ׵ੑ͕ͳ͍͜ͱ ΋͋Δ ςΩετͷ಺༰΋όάϑΟοΫεɺ ϦϑΝΫλϦϯά͕ඞཁ ؆୯ʹमਖ਼ɾҹ࡮ɾ੡ຊͰ͖Δγε ςϜ͕ඞཁ 92

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ςΩετ࡞੒γεςϜ ݱࡏͷςΩετฤूγεςϜ +FLZMM 5FYUJMF ಠࣗϚΫϩ HJUͰόʔδϣϯ؅ཧ ҹ࡮੡ຊ Ωϯίʔζ 93

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8JLJ

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ςΩετҎ֎ͷڭࡐ ࣮श༻ίʔυ ย Λ౉͢ඞཁ͕͋Δ ઃఆϑΝΠϧ pYUVSFT TFFETSC 34QFD ࢀߟϖʔδͷ௕͍63- 95

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ͦͷ৔ͰඞཁʹͳΔ΋ͷ डߨऀ͕૝ఆϨϕϧʹୡͯ͠ͳ͍৔߹ ώϯτ ίʔυͷҰ෦ 96

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ͦͷଞ (JU-BC॓୊ͷఏग़ઌ &$σϓϩΠઌ 97

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2BOE"

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͝੩ௌ͋Γ͕ͱ͏͍͟͝·͢ɻ ͩΜͩΜ