中国語および韓国語を母語とする日本語学習者のデ
ータを基にした日本語聴解能力テストの開発と評価
著者
早川 杏子, 魏 志珍, 初 相娟, 玉岡 賀津雄
雑誌名
関西学院大学日本語教育センター紀要
号
5
ページ
31-45
発行年
2016-03-31
URL
http://hdl.handle.net/10236/14679
୰ᅜㄒ࠾ࡼࡧ㡑ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ࡢࢹ࣮ࢱࢆᇶࡋࡓ
᪥ᮏㄒ⫈ゎ⬟ຊࢸࢫࢺࡢ㛤Ⓨホ౯
1 ᪩ᕝᮥᏊ㸦㛵すᏛ㝔Ꮫ㸧2 㨯ᚿ⌋㸦୰⳹Ꮫ㸧3 ึ┦ፍ㸦ኳὠእᅜㄒᏛ㸧4 ⋢ᒸ㈡ὠ㞝㸦ྡྂᒇᏛ㸧5The present study reported the development and evaluation of a listening comprehension test for learners of Japanese as a foreign language. The ability of listening comprehension was subdivided into three abilities; namely, assembly comprehension ability, interference ability, and restructuring ability. The test was divided into three subtests with each subtest corresponding to one of the three abilities. A total of 20 listening comprehension questions were administered to 249 native Chinese speakers and 41 native Korean speakers all of whom were learning Japanese. The mean score of 290 participants of the 20 questions (maximum possible score: 20 points) was 10.99 with a standard deviation of 3.96. Scores ranged from 3 to 20 points across all participants. Cronbach’s alpha reliability coefficient was 0.76, indicating a relatively high reliability. Among the three abilities, the subtest for interference ability was the most difficult for both Chinese and Korean speakers. Using the Item Response Theory, each of the 20 test items were further evaluated using the three criteria of item difficulty (DIFF), item discrimination power index (DISC), and actual equivalent number of options (AENO). This data shows that the current test provides a reliable and accurate representation of a Japanese language learner’s listening comprehension ability. ࣮࣮࢟࣡ࢻ㸸᪥ᮏㄒ⫈ゎࢸࢫࢺࠊ㞟✚ⓗ⌮ゎࠊ᥎ㄽ⬟ຊࠊᵓ㐀⬟ຊࠊࢸࢫࢺホ౯ 1. ࡣࡌࡵ ⫈ゎࡣࠊゝㄒ▱㆑ࡢࡳ࡞ࡽࡎࠊㄒ⏝ⓗ▱㆑ࠊヰ㢟ࡢ⫼ᬒ▱㆑ࠊㄆ▱⬟ຊ࡞ࡉࡲࡊ ࡲ࡞ୗᢏ⬟ࡼࡗ࡚㥑ືࡍࡿ」㞧࡞ゝㄒάື࡛࠶ࡿࠋࡑࡢ⣲ᮦ࡛࠶ࡿࢸ࢟ࢫࢺࡢ⌮
1 English Title: Developing and Evaluating a Japanese listening comprehension test using the data elicited from native Chinese and Korean speakers learning Japanese
2 Kyoko Hayakawa (Lecturer, Center for Japanese Language Education, Kwansai Gakuin University, E-mail: hayakawa@kwansei.ac.jp)
3 WEI, Chih Chen (Assistant Professor, Department of Applied Japanese, Chung Hua University, Taiwan, E-mail: weichihchen@chu.edu.tw)
4 CHU, Xiang Juan (Associate Professor, Department of Japanese Studies, Tianjin Foreign Studies University, E-mail: chuxiangjuan@aliyun.com)
5 TAMAOKA, Katsuo, (Professor, Graduate School of Languages and Cultures, Nagoya University, E-mail: ktamaoka@lang.nagoya-u.ac.jp)
早川 杏子 (関西学院大学)2
魏 志 珍 (中華大学)3
初 相 娟 (天津外国語大学)4
ゎࡘ࠸࡚ࡣࠊࢸ࢟ࢫࢺゝㄒᏛࠊㄯヰศᯒࠊࢫ࣮࣐࢟⌮ㄽࠊሗฎ⌮ᐜ㔞⌮ㄽ࡞ࡢ ほⅬࡽࡉࡲࡊࡲ࡞ㄝ᫂ࡅࡀ⾜ࢃࢀ࡚࠸ࡿࠋ 㢟㛫ࡢពⓗ㛵㐃ࡅࡢ㐣⛬ࢆ㝵ᒙⓗ࡞ࢿࢵࢺ࣮࣡ࢡᵓ⠏ࡋ࡚ᤊ࠼࡚ࠊᩥ❶⌮ ゎ㐣⛬ࢆᵓ⠏-⤫ྜࣔࢹࣝ㸦construction-integration model㸧ࡼࡗ࡚⌮ㄽࡋࡓࡢࡣࠊ Kintsch㸦1998㸧࡛࠶ࡿࠋሗࡢཷࡅᡭࡣࠊゝㄒධຊᑐᛂࡍࡿᴫᛕ㢟⩌ࡢ࣑ࢡࣟ ⓗ࡞⤖᮰⾲㇟ࢆᙧᡂࡍࡿࠋࡍࡿࠊࡑࡢ࣑ࢡࣟࡢ⤖᮰⾲㇟ࣜࣥࢡࡋࡓ⫼ᬒ▱㆑ࡀࣀ ࣮ࢻࢆ㏻ࡌ࡚άᛶࡉࢀࠊࡑࡢ㢟ᑐࡍࡿ᥎ㄽࡀస⏝ࡍࡿࠋࡇࡢⅬ࡛ࡣࠊ㢟 㛵ࡍࡿೃ⿵⩌ࡀάᛶࡋ࡚࠸ࡿ≧ែࡔࡀࠊゝㄒධຊࡀ㐍ࡴࡋࡓࡀࡗ࡚ࠊᩥ⬦ྜࢃ ࡞࠸⫼ᬒ▱㆑ࡸ᥎ㄽࡣせ࡞᥎ㄽࡋ࡚㝖ࡉࢀ࡚࠸ࡃࠋࡇࡢࡼ࠺࡞ࣉࣟࢭࢫࡀ⧞ࡾ ㏉ࡉࢀࡿࡇࡼࡗ࡚ࠊ࣐ࢡࣟࡢ⤖᮰ᛶࢆసࡾࠊ᭱⤊ⓗሗࡢཷࡅᡭࡣࠊࢸ࢟ࢫࢺ యࡢ㢟ࢸ࢟ࢫࢺ࣮࣋ࢫ⾲㇟ࢆ⏕ᡂࡋࠊࡑࡇㄞࡳᡭࡢ᥎ㄽࢆຍ࠼ࡓ≧ἣࣔࢹࣝࢆ ᵓ⠏ࡍࡿࡋ࡚࠸ࡿࠋ ⫈ゎࡣࠊ㐃⥆ⓗ㡢ኌධຊࡉࢀࡿಶࠎࡢゝㄒሗࢆ㡰ḟ⤫ྜࡉࡏ࡚࠸ࡃ㐍ⓗ࡞ 㸦incremental㸧ᛶ᱁ࢆᣢࡘࠋࡑࡢࡓࡵࠊࢸ࢟ࢫࢺ⌮ゎ࠸࠺ព࡛ࡣࠊࡑࡢ⌮ゎ㐣⛬ ࡣㄞゎ㔜࡞ࡿ㒊ศࡀከࠎ࠶ࡿࠋࡋࡋࠊ᭱ࡶࡁࡃ␗࡞ࡿⅬࡣࠊㄞゎ࡛ࡣㄞࡳ㐍ࡵ ࡚ࡁࡓ⌮ゎ▩┪ࡀ࠶ࡿࡇẼ࡙ࡅࡤࠊ㏵୰࡛ᚋᡠࡾࢆࡍࡿㄞࡳ㏉ࡋࡀ࡛ࡁࡿࡀࠊ ⫈ゎ࡛ࡣࡑࢀࡀ࡛ࡁ࡞࠸ࡇ࡛࠶ࡿࠋࡲࡓࠊㄞゎ࠾ࡅࡿᩥ❶ࡢࢇࡀ๓༑ ศ⦎ࡽࢀࡓィ⏬ⓗ࡞ࢸ࢟ࢫࢺ࡛࠶ࡿࡢᑐࡋ࡚ࠊ⫈ゎ࠾ࡅࡿࢸ࢟ࢫࢺࡣࠊ┦ ΅ࡢ㐣⛬࡛ࠊ⪃࠼ࡀࡲࡲࡽࡎゝ࠸┤ࡋࢆࡋࡓࡾࠊヰࡀ๓ᚋࡋࡓࡾࠊ㢌ᾋࢇ ࡔᴫᛕࢆࡲࡎཱྀฟࡋ࡚ࠊᚋࡽࡑࢀࡘ࠸࡚⿵㊊ㄝ᫂ࡋࡓࡾࠊ࠶ࡿ࠸ࡣ㎷》ࡀྜࢃ ࡎㄝ᫂ࢆࡸࡾ┤ࡋࡓࡾࡍࡿ࡞ࠊ↓ィ⏬࡞ㄯヰࡀぢࡽࢀࡿࡇࡀ࠶ࡿ㸦Oshs, 1979㸧ࠋ ⾲㇟ࡢಟṇ⤫ྜࢆ㢖⦾⾜ࢃ࡞ࡅࢀࡤ࡞ࡽ࡞࠸࠸࠺Ⅼ࠾࠸࡚ࠊࡇࡢࡼ࠺࡞ࢸ ࢟ࢫࢺ⌮ゎࡣࠊㄆ▱ⓗ࡞ᚰⓗసᴗ㧗࠸㈇Ⲵࡀࡿࡔࡅ࡛࡞ࡃࠊ⥅ⓗせᅉࡼ ࡿグ᠈ಖᣢࡢሗᐜ㔞ไ⣙ࡶࢃࡗ࡚ࡃࡿࡇࡽࠊ࣮࣡࢟ࣥࢢ࣓ࣔࣜࡢほⅬ ࡽࡳ࡚ࡶࠊㄞゎࡣࡲࡓ␗࡞ࡿ✀㢮ࡢ㞴ࡋࡉࡀᏑᅾࡍࡿࠋ ࢸ࢟ࢫࢺࡢ⌮ゎ㐣⛬࠾ࡅࡿពⓗ࡞㛵㐃ࡅࡢ⌮ㄽⓗᐇドࡣࠊ⫈ゎࢆᑐ㇟ࡋࡓ ➨㸰ゝㄒ⩦ᚓ◊✲࠾࠸࡚ࡣࢇ⾜ࢃࢀ࡚࠸࡞࠸ࠋᚋࡣࠊ௨ୖࡢࡼ࠺࡞ほⅬ ࡽヲ⣽᪥ᮏㄒᏛ⩦⪅ࡢ⫈ゎࡢ⌮ゎ㐣⛬ࡘ࠸࡚᫂ࡽࡋ࡚࠸ࡃᚲせࡀ࠶ࡿ⪃࠼ ࡿࠋࡑࡇ࡛ᮏ◊✲࡛ࡣࠊ➨㸰ゝㄒ㸦࠶ࡿ࠸ࡣእᅜㄒ㸧ࡋ࡚ࡢ᪥ᮏㄒࡢ⫈ゎࡢ⌮ゎ㐣 ⛬ࢆゎ᫂ࡍࡿࡓࡵࡢ୍ࡘࡢᇶ┙ࡋ࡚ࠊᐇࡀ⡆౽࡛࠶ࡾࠊ⫈ゎ⬟ຊࢆ㐺ษࡘᏳᐃ ⓗ ᐃ࡛ࡁࡿࢸࢫࢺࡢ㛤Ⓨࢆヨࡳࡿࠋࡑࡋ࡚ࠊ㛤Ⓨࡋࡓࢸࢫࢺࢆ୰ᅜㄒࡶࡋࡃࡣ㡑 ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ᑐࡋ࡚ᐇࡋࠊࡑࡢࢹ࣮ࢱࢆᇶࢸࢫࢺࡢಙ㢗ᛶ ጇᙜᛶࢆ᳨ウࡍࡿࠋ
2. ⫈ゎࢸࢫࢺ㡯┠ࡢᵓᡂ ゝㄒࢸࢫࢺ࠾࠸࡚ࡣࠊゝㄒ⬟ຊࢆࡢࡼ࠺ᤊ࠼ࡿࡀ㔜せ࡞ၥ㢟࡞ࡿࠋ ᐃ ୖ௬ᐃࡍࡿ⬟ຊࢆᵓᡂᴫᛕ㸦construct㸧࠸࠺ࠋᮏ⫈ゎࢸࢫࢺ࡛ࡣࠊࡲࡲࡗࡓࢸ࢟ࢫ ࢺࡢ⌮ゎ࠸࠺ほⅬࡽࠊ㸱ࡘࡢᵓᡂᴫᛕࢆᐃࡋࠊࢸ࢟ࢫࢺࢱࣉࡢ␗࡞ࡿ⫈ゎࢸ ࢫࢺࢆసᡂࡋࡓࠋࡲࡓࠊᮏ⫈ゎࢸࢫࢺࡣࠊ᪥ᮏㄒᏛ⩦⪅ࡢ⫈ぬධຊࡼࡿ୍⯡ⓗ࡞ゝ ㄒ⌮ゎ⬟ຊࢆ ᐃࡋࡼ࠺ࡍࡿ┠ⓗࡽࠊసᡂ࠶ࡓࡗ࡚ࡣࠊㄒ⏝ⓗഃ㠃ࠊㄆ▱࣭ᚰ ⌮ⓗࡢせ⣲ࢆㄪᩚࡋࡓࠋලయⓗࡣࠊㄒ⏝ⓗഃ㠃ࡢせ⣲ࡣㄯヰᙧᘧࠊࢺࣆࢵࢡࠊሙ㠃ࠊ ᑐே㛵ಀ࡞࡛࠶ࡿࠋㄆ▱࣭ᚰ⌮ⓗഃ㠃ࡢせ⣲ࡣࠊゝㄒࢆㄆ▱ࡍࡿ㝿㛵ࢃࡿฎ⌮ ୖࡢ㞴᫆᮲௳ࡢࡇ࡛࠶ࡿࠋ௨ୗࠊヲ⣽ࡘ࠸࡚㏙ࡿࠋ 2.1 タၥࡢᵓᡂ ᮏ⫈ゎࢸࢫࢺ࡛ࡣࠊKintsch㸦1998㸧ࡢᵓ⠏-⤫ྜࣔࢹࣝࠊࢸ࢟ࢫࢺゝㄒᏛࡼࡿ୍㈏ ᛶࡢᴫᛕࠊㄯヰ≉ᛶࡸ࣮࣡࢟ࣥࢢ࣓ࣔࣜ࡞ࡢゝㄒᚰ⌮ⓗഃ㠃ࡢᴫᛕࢆ⏝ࡋࠊ⫈ゎ ⬟ຊࢆᵓᡂࡍࡿᴫᛕࡋ࡚ࠕ㞟✚ⓗ⌮ゎࠖ㸦assembly comprehension㸧ࠊࠕ᥎ㄽ⬟ຊࠖ 㸦interference ability㸧ࠊࠕᵓ㐀⬟ຊࠖ㸦restructuring ability㸧ࡢ㸱ࡘࢆᐃࡋࡓࠋࠕ㞟 ✚ⓗ⌮ゎࠖࡣࠊḟࡢၥ㢟ࡢࡼ࠺ࠊࢸ࢟ࢫࢺࡢ᫂♧ⓗ࡞ሗࢆ✚ࡳ㔜ࡡ࡚࠸ࡅࡤࠊ⟅ ࠼ࡀᑟࡁฟࡏࡿࡼ࠺࡞ࢸ࢟ࢫࢺ࡛࠶ࡿࠋࡇࢀࡣࠊᵓ⠏-⤫ྜࣔࢹࣝࡢ┦㛵㐃ࡢ࠶ࡿ ࣑ࢡࣟⓗ࡞⤖᮰⾲㇟ࢆ⤫ྜࡋ࡚࠸ࡃࡇࡼࡾࠊ㢟ࢸ࢟ࢫࢺ࣮࣋ࢫ⾲㇟ࢆసࡾୖࡆ ࡚࠸ࡃ࠸࠺ᇶᮏⓗ࡞⪃࠼ᇶ࡙࠸ࡓᵓᡂᴫᛕ࡛࠶ࡿࠋ㸯ᣲࡆࡓၥ㢟࡛ࡣࠊ㛢㤋 㛫ࡀ༗ᚋ㸲࡛࠶ࡿ࠸࠺ࢼ࢘ࣥࢫ⥆࠸࡚ࠊึࡵ࡚ᅗ᭩ࡢ㈚ࡋฟࡋࢆ⏦ࡋฟࡿ ሙྜࡣࠊ㛢㤋 30 ศࡲ࡛㸯㝵ࡢ࢝࢘ࣥࢱ࣮࡛ࡢᡭ⥆ࡁࢆ⾜ࢃ࡞ࡅࢀࡤ࡞ࡽ࡞࠸ࡇ ࡀ᫂♧ⓗᣦ♧ࡉࢀ࡚࠸ࡿࠋࡋࡓࡀࡗ࡚ࠊၥ࠸ࡢ᮲௳࡛࠶ࡿࠕึࡵ࡚ᮏࢆࡾࡿேࠖ ࡢ⾜ືࡣࠊ༗ᚋ 3 30 ศࡲ࡛㸯㝵ࡢ࢝࢘ࣥࢱ࣮࡛ᡭ⥆ࡁࢆࡍࡿ࠸࠺㸱␒ࡀṇ⟅ ࡞ࡿࠋ 㸯 㞟✚ⓗ⌮ゎ 㞟✚ⓗ⌮ゎ㸦⊂ヰ㸧ᅗ᭩㤋ࡢࢼ࢘ࣥࢫ ᅗ᭩㤋ࡢࢼ࢘ࣥࢫ࡛ࡍࠋึࡵ࡚ᮏࢆࡾࡿேࡣࡇࢀࡽࡇ࡛࠺ࡍࢀࡤ࠸࠸࡛ࡍࠋ ዪ㸸࠾▱ࡽࡏ࠸ࡓࡋࡲࡍࠋᮏ᪥᪥᭙᪥ࡢ㛢㤋ࡣ༗ᚋ 4 ࠊ࠶ 1 㛫࡛⤊࠸ࡓࡋࡲࡍࠋᅗ᭩ࡢ㈚ ࡋฟࡋᡭ⥆ࡁࡣ㛢㤋 15 ศ๓ࡲ࡛࡞ࡗ࡚࠾ࡾࡲࡍࠋࢥࣆ࣮ࡢ⏦ࡋ㎸ࡳࡣ 2 㝵ཷ࡛ 3 ༙ࡲ࡛࠾ 㢪࠸ࡋࡲࡍࠋࡲࡓึࡵ࡚ᅗ᭩ࡢ㈚ࡋฟࡋࢆᕼᮃࡉࢀࡿ᪉ࡣࠊ㛢㤋 30 ศ๓ࡲ࡛ 1 㝵ࡢ࢝࢘ࣥࢱ࣮࡛ ㈚ࡋฟࡋ࣮࢝ࢻࡢసᡂࢆ࠾῭ࡲࡏࡃࡔࡉ࠸ࠋ ㉁ၥ㸸᪥ึࡵ࡚ᮏࢆࡾࡿேࡣࡇࢀࡽ࠺ࡍࢀࡤ࠸࠸࡛ࡍࠋ ձ 3 45 ศࡲ࡛ࠊ1 㝵ࡢ࢝࢘ࣥࢱ࣮࡛ᡭ⥆ࡁࢆࡋࡲࡍࠋ ղ 3 45 ศࡲ࡛ࠊ2 㝵ࡢཷ࡛ᡭ⥆ࡁࢆࡋࡲࡍࠋ ճ 3 30 ศࡲ࡛ࠊ1 㝵ࡢ࢝࢘ࣥࢱ࣮࡛ᡭ⥆ࡁࢆࡋࡲࡍࠋ մ 3 30 ศࡲ࡛ࠊ2 㝵ࡢཷ࡛ᡭ⥆ࡁࢆࡋࡲࡍࠋ ḟࠊࠕ᥎ㄽ⬟ຊࠖࡣࠊㄯヰࡢࡸࡾྲྀࡾࡢ୰᫂♧ⓗ࣭┤᥋ⓗ࡞ゝㄒ⾲⌧ࡀᥦ♧
ࡉࢀ࡚࠸࡞࠸ࡶࡢࡢࠊ㠀᫂♧ⓗヰࡋᡭࡢྵពࡀᇙࡵ㎸ࡲࢀ࡚࠸ࡿ✀ࡢࢸ࢟ࢫࢺ࡛࠶ ࡿࠋࢸ࢟ࢫࢺゝㄒᏛ࡛ࡣࠊᩥࡢពⓗ㐃⥆ᛶࢆ୍㈏ᛶ㸦coherence㸧ࡪࡀࠊࡇࡢࠕ᥎ ㄽ⬟ຊࠖࡣࠊᩥ㛫ពⓗ࡞㐃⥆ᛶࢆぢฟࡋࠊヰࡋᡭࡢពᅗࡸྵពࢆ㐺ษᢕᥱࡍ ࡿ⬟ຊࢆᣦࡍࠋ࠼ࡤࠊ௨ୗࡢ㸰࡛ࡣࠊዪᛶࡀసᡂࡋࡓ࣏ࢫࢱ࣮ᑐࡍࡿ⏨ᛶࡢព ぢࢆၥ࠺ၥ㢟࡛࠶ࡿࡀࠊ⏨ᛶࡢⓎヰࡣࠊ㑅ᢥ⫥ࡢࡼ࠺࡞ࠕ㹼ࡓ࠺ࡀ࠸࠸ࠖ࠸ࡗ ࡓࡼ࠺࡞᫂♧ⓗ࡞ຓゝࡢ⾲⌧ࡣࢃࢀ࡚࠸࡞࠸ࠋ⏨ᛶࡢࠕ␃Ꮫ⏕ࡢ┿ࢆ㍕ࡏࡓࡢࡣ ࠸࠸ࠖࠊࠕ᫂ࡿ࠸Ⰽࡀࢃࢀ࡚࠸࡚άⓎ࡞㞺ᅖẼࡶฟ࡚࠸ࡿࠖࠊࠕࢹࢨࣥࡣᝏࡃ࡞ ࠸ࠖ࠸࠺ዲពⓗ࡞ホ౯ࢆྜࢃࡏぢࢀࡤࠊಟṇࡍࡁⅬࡣࠊ⏨ᛶࡢࠕ୍␒▱ࡾࡓ࠸ ሗࡀࡸࡸぢ࡙ࡽ࠸ࠖࠊࠕ࠸ࡘࡇ࡛㛤ദࡉࢀࡿࡢࠖࠊዪᛶࡢࠕලయⓗ࡞ሗࡢ㒊ศ ࡀᑠࡉࡍࡂࡿࡶࠖ࠸࠺Ⓨヰ⩌ࡽ᥎ ࡍࡿࠊṇ⟅ࡣ㸱␒ࡢࠕ᪥ࡸሙᡤ࡞ࡢ Ꮠࢆࡁࡃࡋࡓ࠺ࡀ࠸࠸ࠖࡢࡳ࡛࠶ࡿࡇࡀࢃࡿࠋ 㸰 ᥎ㄽ⬟ຊ ᥎ㄽ⬟ຊ㸦ヰ㸧࣋ࣥࢺࡢ࣏ࢫࢱ࣮ ዪᛶࡀ␃Ꮫ⏕ὶ࣋ࣥࢺࡢ࣏ࢫࢱ࣮ࡘ࠸࡚ពぢࢆ⪺࠸࡚࠸ࡲࡍࠋ⏨ᛶࡢពぢࡣୗࡢࢀ࡛ࡍࠋ ዪ㸸ࡡ࠼ࠊ␃Ꮫ⏕ὶ࣋ࣥࢺࡢ࣏ࢫࢱ࣮ࢆసࡗ࡚ࡳࡓࢇࡔࡅࠊ࠺࡞ࠋ ⏨㸸࠺ࢇࠊ␃Ꮫ⏕ࡢ┿ࢆ㍕ࡏࡓࡢࡣ࠸࠸ࡡࠋ᫂ࡿ࠸Ⰽࡀࢃࢀ࡚࠸࡚ࠊάⓎ࡞㞺ᅖẼࡶฟ࡚࠸ࡿࡡࠋ ࡓࡔࠊ୍␒▱ࡾࡓ࠸ሗࡢ㒊ศࡀࡸࡸぢ࡙ࡽ࠸࡞࠶ࠋ㐲ࡃࡽぢࡓࡽࠊ࠸ࡗࡓ࠸ఱࢆࡸࡿࡢࠊ ࠸ࡘࡇ࡛㛤ദࡉࢀࡿࡢࠊࡥࡗぢ࡚ࢃࡽ࡞࠸ࢇࡌࡷ࡞࠸㸽 ዪ㸸ࡓࡋࠋ࣋ࣥࢺࢆࡸࡿࡇࡣ๓㠃ฟ࡚࠸ࡿࡅࠊලయⓗ࡞ሗࡢ㒊ศࡀᑠࡉࡍࡂࡿࡶࠋ ⏨㸸࡛ࡶࠊయⓗ࡞ࢹࢨࣥࡣᝏࡃ࡞࠸ࡽࠊᑡࡋኚ᭦ࡍࡿࡔࡅ࡛༑ศࡔᛮ࠺ࡼࠋ ㉁ၥ㸸⏨ᛶࡢពぢࡣୗࡢࢀ࡛ࡍࠋ ձࡶࡗ᫂ࡿ࠸Ⰽࢆࡗࡓ࠺ࡀ࠸࠸ࠋ ղ␃Ꮫ⏕ࡢ┿ࢆ㍕ࡏࡓ࠺ࡀ࠸࠸ࠋ ճ᪥ࡸሙᡤ࡞ࡢᏐࢆࡁࡃࡋࡓ࠺ࡀ࠸࠸ࠋ մࢹࢨࣥࢆయⓗኚ࠼ࡓ࠺ࡀ࠸࠸ࠋ ᭱ᚋࠊࠕᵓ㐀⬟ຊࠖࡣࠊ⥅ⓗ࡞ไ⣙ࡢୗࡢάື࠶ࡿ⫈ゎ࠾࠸࡚≉㔜 せ࡞ࡿ⬟ຊ࡛࠶ࡿࠋࡇࡢᵓᡂᴫᛕࡣࠊᵓ⠏-⤫ྜࣔࢹࣝ࠾ࡅࡿࢸ࢟ࢫࢺ࣮࣋ࢫࡢ ⤫ྜࡢ㐣⛬ࡸࠊグ᠈ᐜ㔞ไ㝈ࡀ࠶ࡿ࠸ࢃࢀࡿ࣮࣡࢟ࣥࢢ࣓ࣔࣜࡢほⅬᇶ࡙ࡃࡶ ࡢ࡛࠶ࡿࠋヰࡢሙྜࡣࠊ┦΅ࡢ㐣⛬࡛⤊ࡋࡓヰ㢟ሗࡀࠊᙜヱࡢヰ㢟ࢆ㊬ ࠸࡛ᥦ♧ࡉࢀࡿࡇࡀ࠶ࡿࠋ࠼ࡤࠊ௨ୗࡢ㸱ࡣࡑࡢࡼ࠺࡞ࢸ࢟ࢫࢺࢱࣉࡢ࡛ ࠶ࡿࠋࡇࢀࡣࠊ᪑⾜♫࡛ᐈࡀ࣍ࢸࣝࡢ⤂ࢆཷࡅࡿㄯヰ࡛ࠊ࣋ࢵࢻࢱࣉࡢ᮲௳ࡀྜ ࢃ࡞ࡗࡓࠕⓑᒣ࣍ࢸࣝࠖ⥆࠸࡚ࡢೃ⿵ࢆ᥈ࡍ㏵୰࡛ࠊ᭱ึࡢࠕⓑᒣ࣍ࢸࣝࠖ ᮃࡳ㏻ࡾࡢ✵ࡁࡀ࡛ࡁࠊᐈࡣ᭱⤊ⓗࡑࡇண⣙ࢆỴࡵࡿ࠸࠺ෆᐜ࡛࠶ࡿࠋㄯヰࡢ ᭱ᚋࡢ࠺࡛ࠊึࡵྲྀࡾୗࡆࡓࡣࡎࡢࠕⓑᒣ࣍ࢸࣝࠖࡀ┦΅ࡼࡗ࡚ᥦ♧ࡉ ࢀࡿ࠸࠺ែࠊ⪺ࡁᡭࡣὶࢀ࡚ࡃࡿࢸ࢟ࢫࢺሗࢆฎ⌮ࡋ࡞ࡀࡽࠊྠࠊෑ㢌 ࡢヰࡋᡭࡢᕼᮃ᮲௳ࢆ㉳ࡋࠊࡢೃ⿵࡛࠶ࡗࡓ࣍ࢸࣝࡢሗࢆ༷ୗࡋ࡚㏿ࡸ ಟṇ⤫ྜࢆ⾜ࢃ࡞ࡅࢀࡤ࡞ࡽ࡞࠸ࠋㄯヰᒎ㛤ࡽࠊࡑࢀࡲ࡛⤖᮰ࡉࢀࡓ⾲㇟⩌ ࢆ㏿ࡸୟࡘᰂ㌾ᵓ㐀ࡋ┤ࡍ㐣⛬ࡣࠊグ᠈ࡸὀពࡢ㈨※㓄ศ῝ࡃ㛵ࢃࡿࡶࡢ
࡛࠶ࡾࠊㄆ▱ⓗ㧗࠸㈇Ⲵࡀࡿసᴗ࡛࠶ࡿ࠸࠼ࡼ࠺ࠋࡍ࡞ࢃࡕࠊᵓ㐀⬟ຊ ࡣࠊ⤖᮰ࡉࢀࡓ⾲㇟⩌ࢆㄯヰᒎ㛤ᛂࡌ࡚ࠊᵓ㐀ⓗኚᐜࡉࡏࠊὀពࡍࡁሗ ࡢྲྀᤞ㑅ᢥࢆ⾜࠺ࡇࡀ࡛ࡁࡿ⬟ຊࢆᣦࡍࠋ࡞࠾ࠊࡇ࠺ࡋࡓࢸ࢟ࢫࢺࡣࠊ㏻ᖖணࡵ⦎ ࡽࢀࡓࢸ࢟ࢫࢺ࡛ࡣ࡞ࡃࠊㄯヰࡢ┦΅ୖ࠾࠸࡚ࡳࡽࢀࡿࡇࡽࠊࡇࡢࡼ࠺ ࡞ࢸ࢟ࢫࢺࡣࠊࢇࡀヰᙧᘧࡢࡶࡢ࡛࠶ࡗࡓࠋ 㸱 ᵓ㐀⬟ຊ ᵓ㐀⬟ຊ㸦ヰ㸧࣍ࢸࣝࡢண⣙ ⏨ࡢேዪࡢேࡀヰࡋ࡚࠸ࡲࡍࠋዪࡢேࡣࠊ࣍ࢸࣝࢆ࠺ࡍࡿࡇࡋࡲࡋࡓࠋ ⏨㸸࠸ࡽࡗࡋࡷ࠸ࡲࡏࠋ ዪ㸸ே㸰ே࡛⾜ࡃᾏ㐨᪑⾜ࡢ࣍ࢸࣝࢆ᥈ࡋ࡚࠸ࡿࢇ࡛ࡍࡀࠊ࠾ࡍࡍࡵ࠶ࡾࡲࡍࠋண⟬ࡣࡔ࠸ࡓ ࠸ࡇࢀࡃࡽ࠸࡛ࠋ ⏨㸸ࡑ࠺࡛ࡍࡡࠋⓑᒣ࣍ࢸࣝࡣ࠸ࡀ࡛ࡍࠋ㥐ࡽ㏆࠸࡛ࡍࡋࠊ᪂ࡋ࠸࡛ࡍࡼࠋ ዪ㸸࠶ࡽࠊ࡛ࡶࡇࢀࢲࣈࣝࡋ࡞࠸ࢃࡡࠋ ⏨㸸ࢶࣥࡀࡼࢁࡋ࠸࡛ࡍࠋࡑࢀ࡛ࡋࡓࡽࠊࡇࡕࡽࡢ㞷ぢ࣍ࢸࣝࡣࢶࣥ࡞ࡾࡲࡍࠋࡓࡔࠊᑡࡋ㥐 ࡽ㐲ࡃ࡞ࡾࡲࡍࡀࠋ ዪ㸸ࡇࡇࡣ㥐ࡽ 1 ࢟ࣟࡃࡽ࠸㐲࠸ࡢࠋ࠺࣮ࢇࠊࡶ࠺ᑡࡋ㏆࠸ࡇࢁࡣࠋ ⏨㸸ୣୖ࣍ࢸ࡛ࣝࡋࡓࡽࠊ㥐ࡽṌ࠸࡚ 10 ศ࡛ࡍࠋ ዪ㸸࠸࠸ࢃࡡࠋࢶ࡛ࣥࠊ⚗↮࣮࣒࡛ࣝண⣙࡛ࡁࡲࡍࠋ ⏨㸸࠶ࠊ⏦ࡋヂࡈࡊ࠸ࡲࡏࢇࠋࡇࡕࡽࡣࡶ࠺ண⣙ࡀ࠸ࡗࡥ࠸࡛ࠊ࠾ྲྀࡾ࡛ࡁࡲࡏࢇࠋႚ↮࣮࣒ࣝ࡞ࡽ✵ ࠸࡚࠸ࡿࢇ࡛ࡍࡀࠋ ዪ㸸⚾ࠊࡓࡤࡇࡢ࠾࠸ࡀࡔࡵ࡞ࡢࠋ㞷ぢ࣍ࢸࣝࡣ⚗↮࣮࣒ࣝࡀ✵࠸࡚࠸ࡲࡍࠋ ⏨㸸ࡇࡇࡶႚ↮࣮࣒ࣝࡋ✵࠸࡚࠸࡞࠸ࡼ࠺࡛ࡍࠋ࠶ࠊ᭱ึ࠾ࡍࡍࡵࡋࡓ࣍ࢸ࡛ࣝࢶࣥ✵ࡁࡀฟ ࡓࡼ࠺࡛ࡍࠋࡕࡻ࠺⚗↮࣮࣒࡛ࣝࡍࡼࠋ ዪ㸸ࡼࡗࡓࠋࡌࡷ࠶ࠊࡑࡇࡍࡿࢃࠋ ㉁ၥ㸸ዪࡢேࡣࠊ࣍ࢸࣝࢆ࠺ࡍࡿࡇࡋࡲࡋࡓࠋ ձⓑᒣ࣍ࢸࣝἩࡲࡿ ղ㞷ぢ࣍ࢸࣝἩࡲࡿ ճୣୖ࣍ࢸࣝἩࡲࡿ մࡇࡶἩࡲࡽ࡞࠸ ௨ୖࡢࡼ࠺࡞⫈ゎࡢᵓᡂᴫᛕᇶ࡙ࡁࠊᮏ⫈ゎࢸࢫࢺࡣࠊࠕ㞟✚ⓗ⌮ゎࠖ 10 ၥࠊ ࠕ᥎ㄽ⬟ຊࠖ㸳ၥࠊࠕᵓ㐀⬟ຊࠖ㸳ၥࢆࡾᙜ࡚ࠊྜィ 20 ၥ࡛ᵓᡂࡋࡓࠋ 2.2 ࢸ࢟ࢫࢺࡢㄪᩚ 2.2.1 ㄒ⏝ⓗഃ㠃㸸ㄯヰᙧᘧ࣭ࢺࣆࢵࢡ࣭ሙ㠃࣭ᑐே㛵ಀ ⫈ࡁྲྀࡾᑡ࡞ࡽࡎᙳ㡪ࢆ࠼ࡿࡇࡀᐃࡉࢀࡿㄒ⏝ⓗഃ㠃ࡋ࡚ࠊㄯヰᙧᘧࠊ ࢺࣆࢵࢡࠊሙ㠃ࠊᑐே㛵ಀࡢせ⣲ࢆ⪃៖ࡋ࡚ࠊࡑࢀࡽ࡛ࡁࡿࡔࡅ೫ࡾࡀฟ࡞࠸ࡼ࠺ 㓄៖ࡋࡓࠋㄯヰᙧᘧࡣࠊヰ࡞࠸ࡋ⊂ヰࡢࢸ࢟ࢫࢺ࡛ࠊࢺࣆࢵࢡࡸሙ㠃࡛ࡣࠊᏛᰯ࣭ ♫࣭᪑⾜࣭♫ⓗ࡞ヰ㢟ࡸሙ㠃ࢆᗈࡃ࢝ࣂ࣮ࡍࡿࡼ࠺ࡋࡓࠋ᪥ᮏㄒ࡛ࡣࠊᑐே㛵 ಀ࠾࠸࡚ࡣࠊヰࡍ┦ᡭࡼࡗ࡚ゝㄒࢫࢱࣝࡢព㆑ⓗ࡞㑅ᢥࡀ⾜ࢃࢀࡿࡓࡵࠊ᪤▱ ࡢ┦ᡭࡋ࡚ࡣࠊࣥࣇ࢛࣮࣐ࣝ࡞ゝㄒࢫࢱࣝࡀ㑅ᢥࡉࢀࡿேྠኈࡸࠊࣇ࢛࣮࣐ ࣝ࡞ゝㄒࢫࢱࣝࡀᮃࡲࡋ࠸ࡉࢀࡿୖྖ㒊ୗࠊ࠶ࡿ࠸ࡣึぢࡢ┦ᡭࡢᑐヰ࡞ࠊ ከᵝ࡞ㄯヰࢸ࢟ࢫࢺࢆసᡂࡋࡓࠋࡲࡓࠊබඹᨺ㏦࡞≉ᐃከᩘࡢ⫈ࡁᡭࢆᐃࡋ
ၥ㢟 ␒ྕ ᵓᡂ ㄯヰ ᙧᘧ ࢺ ࣆࢵࢡ ሙ 㠃 㛵ಀ ㄒᙡ㞴᫆ ᗘ 㻖ὀ㻝 ᩥ❶㞴 ᫆ᗘ 㻖ὀ㻞 read ab ilit y sc or e 㡯┠ ᅔ㞴ᗘ (DIFF ) 㡯┠ ᘚู ຊᣦᩘ (D ISC ) ᐇ㉁ 㑅ᢥ⫥ᩘ (AENO) 1 㞟✚ⓗ ⌮ゎ ヰ ᤵᴗࡢ Ḟᖍ ᪥ᖖ㸦 Ꮫᰯ㸧 ே㸭ே ࡚ࡶࡸ ࡉࡋ࠸ ึ⣭ᚋ ༙ 5. 45 0. 73 8* 0. 30 3 2. 35 7 2 㞟✚ⓗ ⌮ゎ ヰ ⤖ ፧ࣥ ࢣ࣮ࢺ ᪥ ᖖ ே㸭ே ࡸࡉࡋ ࠸ ึ⣭ᚋ ༙ 4. 9 0. 483 0. 56 3 3. 441 3 㞟✚ⓗ ⌮ゎ ヰ 㖠ࡢၥ 㢟 ᪥ ᖖ ே㸭ே ࡩࡘ ࠺ ึ⣭ᚋ ༙ 4. 9 0. 476 0. 42 1 3. 329 4 㞟✚ⓗ ⌮ゎ ⊂ヰ ฎ᪉ ⟢ 㝔 ་ ⪅㸭ᝈ⪅ ࡚ࡶࡸ ࡉࡋ࠸ ୰⣭ᚋ ༙ 4. 84 0. 48 6 0. 380 3. 48 9 5 㞟✚ⓗ ⌮ゎ ⊂ヰ ຮᙉሙ ᡤ ࣞ ࣏ ࣮ ࢺ ヰࡋᡭ㸭 ≉ᐃ ከᩘ ࡚ࡶࡸ ࡉࡋ࠸ ୰⣭๓ ༙ 3. 77 0. 81 0* 0. 39 2 2. 00 0 6 㞟✚ⓗ ⌮ゎ ⊂ヰ ࣞ ࣏࣮ࢺ ࡢᥦฟ ᪥ᖖ㸦 Ꮫᰯ㸧 ᩍ ᖌ㸭⏕ᚐ ࡩࡘ ࠺ ୰⣭ᚋ ༙ 3. 56 0. 73 4* 0. 43 2 2. 29 3 7 㞟✚ⓗ ⌮ゎ ⊂ヰ 㐠ືࡢ ᘏᮇ Ꮫᰯࢼ ࢘ࣥࢫ ົ 㸦ᩍᖌ 㸧㸭∗ ࣭⏕ᚐ ࡚ࡶࡸ ࡉࡋ࠸ ୰⣭ᚋ ༙ 3. 0 0. 80 3* 0. 364 1. 99 0* 8 㞟✚ⓗ ⌮ゎ ⊂ヰ ᅗ᭩㤋 ࡢࢼ࢘ ࣥࢫ බඹࢫ ࣮࣌ࢫ ヰࡋᡭ㸭 ≉ᐃ ከᩘ ࡩࡘ ࠺ ୰⣭ᚋ ༙ 2. 95 0. 65 9 0. 433 2. 51 9 9 㞟✚ⓗ ⌮ゎ ⊂ヰ ᑡ㢠◳ ㈌ ࣞ ࣏ ࣮ ࢺ ヰࡋᡭ㸭 ≉ᐃ ከᩘ ᑡࡋ㞴 ࡋ࠸ ୰⣭ᚋ ༙ 2. 89 0. 24 1 0. 390 3. 90 2 10 㞟✚ⓗ ⌮ゎ ⊂ヰ ே Ẽࡢ ࣃ࣮ࢺ ࣏ࣞ ࣮ࢺ ヰࡋᡭ㸭 ≉ᐃ ከᩘ ࡩࡘ ࠺ ୰⣭ᚋ ༙ 2. 53 0. 64 5 0. 433 2. 70 4 11 ᥎ㄽ ⬟ຊ ヰ ࡢ ౫㢗 ⫋ ሙ ඛ ㍮㸭㒊ୗ ࡩࡘ ࠺ ୰⣭๓ ༙ 4. 46 0. 40 3 0. 384 3. 44 4 12 ᥎ㄽ ⬟ຊ ヰ 㫽㟁 Ἴ ࣥࢱ ࣅ࣮ࣗ ࣏࣮ࣜࢱ ࣮㸭◊ ✲⪅ ࡸࡉࡋ ࠸ ୰⣭๓ ༙ 4. 27 0. 54 1 0. 434 3. 09 0 13 ᥎ㄽ ⬟ຊ ⊂ヰ ␃Ᏺ␒ 㟁ヰ ᪥ ᖖ㸦ࣅ ࢪࢿࢫ 㸧 ヰࡋᡭ 㸭ྲྀᘬ ඛ ࡩ ࡘ ࠺ ୰⣭๓ ༙ 4. 27 0. 23 8 0. 486 3. 96 0 14 ᥎ㄽ ⬟ຊ ヰ ࣋ࣥ ࢺࡢ࣏ࢫ ࢱ࣮ ᪥ᖖ㸦 Ꮫᰯ㸧 ே㸭ே ࡩࡘ ࠺ ୰⣭๓ ༙ 3. 59 0. 45 2 0. 613 3. 47 2 15 ᥎ㄽ ⬟ຊ ヰ ♫ࡢᘓ ࡚┤ࡋ ⫋ሙ㸦 ㆟㸧 ♫ᙺဨ 㸭♫ ᙺဨ ࡩࡘ ࠺ ୰⣭ᚋ ༙ 3. 3 0. 469 0. 27 8* 3. 42 1 16 ᵓ㐀 ⬟ຊ ヰ ࣍ࢸࣝࡢ ண⣙ ᪥ ᖖ ᪑⾜ ♫㸭ᐈ ࡸࡉࡋ ࠸ ึ⣭๓ ༙ 5. 66 0. 66 6 0. 566 2. 62 2 17 ᵓ㐀 ⬟ຊ ⊂ヰ ᪑⾜ࡢ ᪥⛬ ᪥ ᖖ㸦㟁 ヰண⣙ 㸧 ᪑ ⾜ ♫㸭ᐈ ࡸࡉࡋ ࠸ ึ⣭ᚋ ༙ 5. 21 0. 43 4 0. 338 3. 41 8 18 ᵓ㐀 ⬟ຊ ヰ ฟ⏘⚃ ࠸ ᪥ ᖖ ே㸭ே ࡩࡘ ࠺ ึ⣭ᚋ ༙ 4. 85 0. 71 7* 0. 45 1 2. 39 3 19 ᵓ㐀 ⬟ຊ ヰ ၟ ရࡢࢿ࣮ ࣑ࣥࢢ ⫋ሙ㸦 ㆟㸧 ♫ ဨ㸭♫ဨ ᑡࡋ㞴 ࡋ࠸ ึ⣭ᚋ ༙ 4. 75 0. 40 0 0. 450 3. 28 0 20 ᵓ㐀 ⬟ຊ ⊂ヰ ᪂ேࡢḼ ㏄ ⫋ ሙ ヰࡋ ᡭ㸭♫ဨ ࡸࡉࡋ ࠸ ୰⣭๓ ༙ 3. 75 0. 59 3 0. 338 3. 04 9 ὀ 1㸸ㄒᙡ 㞴᫆ᗘ ࡣ㸪ࠕࣜ ࣮ࢹ ࣥࢢࢳࣗ ࢘ኴࠖ h ttp :// lan gu ag e.t iu.ac .jp / ࡼࡾ⟬ ฟࠋ ὀ 2㸸ᩥ❶ 㞴᫆ᗘ read ab ilit y s co reࡣ㸪ࠕᩥ ❶㞴᫆ ᗘุᐃ ࢩࢫࢸ࣒ alp ha ∧ࠖ h ttp ://j re ad ab ilit y. ne t/ ࡼࡾ⟬ ฟࠋ ὀ 3㸸 *ࡣ㡯┠ ᅔ㞴ᗘ㸪 㡯┠ᘚ ูຊᣦᩘ 㸪ᐇ㉁ 㑅ᢥᣦ ᩘࡢྛᣦ ᶆ࠾ ࠸࡚㸪ၥ 㢟ࡢ㐺 ษࡉࢆ♧ ࡍᮃࡲ ࡋ࠸್ ࢆ‶ࡓࡋ ࡚࠸࡞ ࠸ࡇࢆ ⾲ࡍࠋ ⾲ 1ࠉ ⫈ ゎ ࢸ ࢫ ࢺ ࡢ ᴫ せ ࠾ ࡼ ࡧ ศ ᯒ ⤖ ᯝ
ࡓࣇ࢛࣮࣐ࣝ࡞⊂ヰᙧᘧ࡞ࡶྵࢇࡔࠋࡋࡓࡀࡗ࡚ࠊᮏࢸࢫࢺࡢゝㄒᙧᘧࡣࠊሙ㠃 ࡸᑐே㛵ಀᛂࡌ࡚ࠊᬑ㏻యࠊᑀయࠊᩗㄒ࡞ࡀ⧊ࡾࡐ࡚࠶ࡾࠊ≉ᐃࡢゝㄒᙧᘧ ᅛᐃࡍࡿࡇࡣࡋ࡞ࡗࡓࠋ 2.2.2 ㄆ▱࣭ᚰ⌮ⓗഃ㠃㸸ࢸ࢟ࢫࢺࡢ㞴᫆ᗘࡢㄪᩚ ⫈ゎᙳ㡪ࢆ࠼ᚓࡿせᅉࡣࠊୖ㏙ࡢせ⣲௨እࠊㄒᙡࡸࢸ࢟ࢫࢺࡑࡢࡶࡢࡢ㞴 ᫆ᗘࡀ㛵ࢃࡗ࡚ࡃࡿࠋࡑࡇ࡛ࠊྛᵓᡂᴫᛕ࠾ࡅࡿㄒᙡࡸࢸ࢟ࢫࢺ㞴᫆ᗘࢆㄪᩚࡍࡿ ࡓࡵࠊㄒᙡࡢ㞴᫆ᗘุᐃࡣࠊࠕ࣮ࣜࢹࣥࢢࢳࣗ࢘ኴࠖ㸦ᕝᮧࡼࡋࡇẶࡀ㛤Ⓨࡋ ࡓ http://language.tiu.ac.jp/㸧ࢆࠊࢸ࢟ࢫࢺࡢ㞴᫆ᗘุᐃࡣࠊᮤᅾ㙞࣭㛗㇂㒊㝧୍㑻࣭ ῦ ᑿ ோ ᙪ Ặ ࡽ ࡀ 㛤 Ⓨ ࡋ ࡓ ࠕ ᪥ ᮏ ㄒ ᩥ ❶ 㞴 ᫆ ᗘ ุ ᐃ ࢩ ࢫ ࢸ ࣒ alpha ∧ ࠖ 㸦http://jreadability.net/㸧ࢆ⏝࠸࡚ࠊᩥ❶㞴᫆ᗘ࣮ࣜࢲࣅࣜࢸࢫࢥ㸦readability score; ẕㄒヰ⪅ุᐃ㸧ࢆ⟬ฟࡋࡓࠋࡑࡢ⤖ᯝࡣࠊ⾲㸯♧ࡋࡓࠋ ㄒᙡࡢ㞴᫆ᗘุᐃࢸ࢟ࢫࢺࡢ㞴᫆ᗘุᐃࡣࠊグ㏙ⓗ࡞ᣦᶆ࡛࠶ࡿࡓࡵࠊ㞴᫆ᗘࡀ ᴟ➃೫ࡗࡓࡶࡢ࡛ࡣ࡞࠸ࡇࢆ☜ㄆࡍࡿࡵࡿࠋ୍᪉ࠊ࣮ࣜࢲࣅࣜࢸࢫࢥ ࡣࠊᩥ❶㸦ࢸ࢟ࢫࢺ㸧ࡢ㞴᫆ᗘࡀᩘ್࡛⾲ࡉࢀࠊᩘ್ࡀࡁ࠸᫆ࡋࡃࠊᑠࡉ࠸ 㞴ࡋ࠸ࢸ࢟ࢫࢺ࡛࠶ࡿࡇࢆ♧ࡋ࡚ࡃࢀࡿࠋࡑࢀࡒࢀࡢᖹᆒ್ࢆぢ࡚ࡳࡿࠊࠕ㞟 ✚ⓗ⌮ゎࠖ3.88㸦ᶆ‽೫ᕪ 1.06㸧ࠊࠕ᥎ㄽ⬟ຊࠖࡀ 3.98㸦ᶆ‽೫ᕪ 0.50㸧ࠊࠕᵓ㐀 ⬟ຊࠖࡀ 4.84㸦ᶆ‽೫ᕪ 0.71㸧࡛࠶ࡗࡓࠋࠕᵓ㐀⬟ຊࠖࡢࢫࢥࡀࡢ㸰ࡘࡼ ࡾࡶࡸࡸ᫆ࡋࡵ♧ࡉࢀࡓࡀࠊࡇࡢ✀ࡢࢸ࢟ࢫࢺࡣࠊ⫈ゎฎ⌮ࡢ㐣⛬ୖ࠾࠸࡚ሗ ࡢ୍ᐃ㛫ࡢಖᣢࡸࠊᚲせ࡞ሗࡢྲྀᤞ㑅ᢥ࡞ࡽࡧ⤫ྜ࠸࠺」㞧࡞సᴗࡀ㛵ࢃ ࡗ࡚ࡃࡿࡓࡵࠊࢸ࢟ࢫࢺࡣࡴࡋࢁ㞴᫆ᗘࡀప࠸࠺ࡀ㐺ᙜࡔ⪃࠼ࡓࠋ࣮ࣜࢲࣅࣜࢸ ࢫࢥࢆᚑᒓኚᩘࡋ࡚ࠊࠕ㞟✚ⓗ⌮ゎࠖࠊࠕ᥎ㄽ⬟ຊࠖࠊࠕᵓ㐀⬟ຊࠖࡢ㸱 ࡘࡢኚᩘࡢ㛫ᕪࡀ࠶ࡿ࠺ࢆ୍ኚ㔞ࡢศᩓศᯒࡼࡗ᳨࡚ウࡋࡓࡇࢁࠊኚᩘ 㛫᭷ព࡞㐪࠸ࡣ࡞ࡃ[F(2, 17)=2.144, ns]ࠊࡢᵓᡂᴫᛕࡢࢸ࢟ࢫࢺࡶྠ⛬ᗘࡢᩥ❶㞴 ᫆ᗘ࡛࠶ࡗࡓࠋࡇࢀࡼࡾࠊᮏࢸࢫࢺࡢᵓᡂᴫᛕูࡢࢸ࢟ࢫࢺ㛫࠾ࡅࡿ㞴᫆ᗘࡣࠊ ➼㉁࡛࠶ࡿࡇࡀ☜ㄆ࡛ࡁࡓࠋ 3. ⫈ゎࢸࢫࢺࡢᐇศᯒ 3.1 ㄪᰝ༠ຊ⪅ 3.1.1 ୰ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ ㄪᰝ༠ຊ⪅ࡣࠊㄪᰝ༠ຊ⪅ࡣࠊ୰ᅜ࠶ࡿ㸰ࡘࡢᏛ㸦㸰㹼㸱ᖺ⏕㸧࠾ࡼࡧྎ‴ ࠶ࡿ㸯ࡘࡢᏛ㸦㸱㹼㸲ᖺ⏕㸧࡛᪥ᮏㄒࢆᑓᨷࡍࡿ᪥ᮏㄒᏛ⩦⪅ 249 ྡ㸦250 ྡ ࡢ࠺ࡕࠊ㸯ྡḞᦆ್ࡀ࠶ࡾศᯒࡽ㝖እ㸧࡛࠶ࡗࡓࠋෆヂࡣࠊ㸰ᖺ⏕ࡀ 51 ྡࠊ㸱ᖺ⏕ ࡀ 150 ྡࠊ㸲ᖺ⏕ࡀ 48 ྡ࡛࠶ࡿࠋ 3.1.2 㡑ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ ᪥ᮏࡢᏛ࡛Ꮫࡪ㡑ᅜே᪥ᮏㄒᏛ⩦⪅ 41 ྡ࡛ࠊ᪥ᮏㄒᏛ⩦Ṕࡣࠊ㸯ᖺᮍ‶ࡀ㸵ྡࠊ
㸯ᖺ㹼㸰ᖺᮍ‶ࡀ 10 ྡࠊ㸰ᖺ㹼㸱ᖺᮍ‶ࡀ 10 ྡࠊ㸱ᖺ㹼㸲ᖺᮍ‶ࡀ㸵ྡࠊ㸳ᖺ௨ୖ ࡀ㸴ྡ࡛࠶ࡗࡓ㸦࠺ࡕ㸯ྡࡣᏛ⩦Ṕ᫂㸧ࠋ 3.2 ⤖ᯝ 3.2.1 యࡢ⤖ᯝ 20 ၥࡢ⫈ゎࢸࢫࢺࢆィ 290 ྡᐇࡋࡓࠋศᯒࡢ⤖ᯝࠊయࡢᖹᆒⅬࡀ 10.99㸦ᶆ ‽೫ᕪ 3.96㸧Ⅼ࡛ࠊ᭱㧗Ⅼࡣ 20 Ⅼࠊ᭱పⅬࡣ 3 Ⅼ࡛࠶ࡗࡓࠋࢡࣟࣥࣂࢵࢡࡢ α ಀᩘࡣ .757 ࡛࠶ࡾࠊ20 ၥ࠸࠺ᑡ࡞࠸ၥ㢟ᩘࡽ⪃࠼ࡿࠊẚ㍑ⓗ㧗࠸್ࡀᚓࡽࢀࡓࠋ࡞࠾ࠊẕ ㄒู࡛ಙ㢗ᛶࡢ᳨ᐃࢆ⾜ࡗࡓࡇࢁࠊ୰ᅜㄒẕㄒヰ⪅ࡣ α = .709ࠊ㡑ᅜㄒẕㄒヰ⪅ࡣ α = .844࡞ࡾࠊ㡑ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅࠾࠸࡚ࡣ㠀ᖖ㧗࠸್ࡀᚓࡽࢀࡓࠋ ࡞࠾ࠊࠕ㞟✚ⓗ⌮ゎࠖࠊࠕ᥎ㄽ⬟ຊࠖࠊࠕᵓ㐀⬟ຊࠖࡢ㸱ࡘୗ࢝ࢸࢦࣜࡋ ࡓ㡯┠ࡢ㡯┠ᚓⅬࡣࠊࠕ㞟✚ⓗ⌮ゎࠖ㸦10 Ⅼ‶Ⅼ㸧ࡢᖹᆒࡀ 6.06㸦ᶆ‽೫ᕪ 2.14㸧Ⅼ ࡛ࠊࠕ᥎ㄽ⬟ຊࠖ㸦5 Ⅼ‶Ⅼ㸧ࡀ 1.96㸦ᶆ‽೫ᕪ 1.38㸧Ⅼࠊࠕᵓ㐀⬟ຊࠖ㸦5 Ⅼ‶ Ⅼ㸧ࡣࠊ2.81㸦ᶆ‽೫ᕪ 1.35㸧࡛࠶ࡗࡓࠋ 3.2.2 㡯┠ศᯒ యࡋ࡚ࡢࢸࢫࢺࡢෆᐜⓗ୍㈏ᛶࡢᣦᶆ࡛࠶ࡿಙ㢗ᛶಀᩘࡽࡶࠊᮏ⫈ゎࢸࢫࢺ ࡣẚ㍑ⓗᏳᐃࡋ࡚࠸ࡿࡇࡀศࡗࡓࠋࡉࡽࠊࢸࢫࢺࢆᵓᡂࡍࡿྛ㡯┠ࡢၥ㢟ࢆヲ ⣽ホ౯ࡍࡿࡓࡵࠊTDAP㸦Test Data Analysis Program㸧Ver.2.0㸦࣭୰ᮧ, 2002㸧 ࢆ⏝࠸࡚㡯┠ศᯒࢆ⾜ࡗࡓࠋ㸦1996㸧ࡼࢀࡤࠊ㡯┠ศᯒ࡛ࡣࠊ㡯┠ᅔ㞴ᗘ㸦item difficulty: DIFF㸧ࠊ㡯┠ᘚูຊ㸦item discrimination power index: DISC㸧ࠊᐇ㉁㑅ᢥ⫥ᩘ 㸦actual equivalent number of options: AENO㸧ࡀ࡞ホ౯ᣦᶆ࡞ࡿࠋࡇࡢ㸱ࡘࡢᣦᶆ ࡼࡿయࡢ⤖ᯝࡣࠊ⾲㸯♧ࡋࡓࠋ࡞࠾ࠊᮏ◊✲࡛ࡣ୰ᅜㄒ࠶ࡿ࠸ࡣ㡑ᅜㄒࢆẕㄒ ࡍࡿ᪥ᮏㄒᏛ⩦⪅ࢸࢫࢺࢆᐇࡋࡓࡀࠊࡇࢀࡽࡢ⩌ࡼࡗ࡚ᵓᡂᴫᛕࠊ㡯┠ࡼࡗ ࡚ࡑࡢഴྥ␗࡞ࡾࡀぢࡽࢀࡓࡓࡵࠊ௨ୗࡇࢀࡽࡢᣦᶆࡽ୧⩌ࡢ⤖ᯝࢆẚ㍑ࡍࡿࠋ 3.2.2.1 㡯┠ᅔ㞴ᗘ㸦DIFF㸧 㡯┠ᅔ㞴ᗘࡣࠊࡑࡢ㡯┠ࡀࡢࡃࡽ࠸㞴ࡋࡗࡓࡢࢆ♧ࡍᣦᶆ࡛࠶ࡿࠋࡇࡢᣦ ᶆࡢ್ࡣࠊ㡯┠ᅔ㞴ᗘ㸻ṇ⟅⪅ᩘ㸭ཷ㦂⪅⥲ᩘ࡛ồࡵࡽࢀࡿࡓࡵࠊṇ⟅⋡ࡶ࠸࠼ࡿࠋ 㡯┠ᅔ㞴ᗘࡣࠊ㸯㏆࠸᫆ࡋࡃࠊ㸮㏆࠸㞴ࡋ࠸㡯┠࠸࠺ࡇ࡞ࡿࠋࡋ ࡋ࡞ࡀࡽࠊཷ㦂⪅ࡀ≉ᐃከᩘ࡛࠶ࡿ㞟ᅋᇶ‽‽ᣐࢸࢫࢺࡢሙྜࠊ≉ᐃࡢᩍ⫱ᶵ㛵 ࡛⾜ࡗࡓᩍ⫱ෆᐜࡢ฿㐩ᗘࢆ ᐃࡍࡿ┠ᶆᇶ‽‽ᣐࢸࢫࢺࡣᛶ㉁ࡸ┠ⓗࡀ␗࡞ࡿࠋ ࡑࡢࡓࡵࠊࡑࡢ್ࡀࡢࡼ࠺࡞ពࢆᣢࡘࡢ࠸࠺ࡇࢆ⪃࠼࡞ࡅࢀࡤ࡞ࡽ࡞࠸ࠋ 㞟ᅋᇶ‽‽ᣐࢸࢫࢺࡢ㡯┠ホ౯ࢆ⾜࠾࠺ࡍࡿ࡞ࡽࡤࠊ➨㸯㐺ษࡉࡢᇶ‽ࢆᐃࡵࡿ ᚲせࡀ࠶ࡿࠋ㡯┠ᅔ㞴ᗘࡢ㐺ษࡉࡣࠊ㑅ᢥ⫥ᩘࡼࡗ࡚Ỵࡵࡽࢀࡿࠋ㑅ᢥ⫥ࡀ」
ᩘ࠶ࡿሙྜࡣࠊᙜ࡚᥎㔞ࡼࡗ࡚അ↛ṇ⟅ࡀ㑅ࡤࢀࡿ☜⋡ࡶຍࡉࢀࠊ᭱㐺ᅔ㞴ᗘࡢ ᘧࡣࠊ᭱㐺ᅔ㞴ᗘ㸻0.5㸩0.5㸦1㸭㑅ᢥ⫥ᩘ㸧࡛ồࡵࡽࢀࡿࠋᮏࢸࢫࢺࡢ㑅ᢥ⫥ᩘࡣࡍ ࡚㸲ࡘ࡞ࡢ࡛ࠊ᭱㐺ᅔ㞴ᗘࡣ 0.625 ࡞ࡿࠋࡇࡇ࡛ࡣᴫࡡ 0.70 ௨ୖࡢ್ࡣࡸࡸᐜ᫆ ࡞ၥ㢟ࡳ࡞ࡍࡇࡍࡿࠋయࡢ⤖ᯝ࡛ࡣࠊࠕ㞟✚ⓗ⌮ゎࠖ࢝ࢸࢦ࡛ࣜࡣࠕᤵᴗࡢḞ ᖍࠖࠊࠕຮᙉሙᡤࠖࠊࠕ࣏࣮ࣞࢺࡢᥦฟࠖࠊࠕ㐠ືࡢᘏᮇࠖࡢ㸲ၥࡀ 0.70 ௨ୖ㸦⾲㸯* ࡛♧ࡋࡓ㸧࡛࠶ࡗࡓࠋࠕ᥎ㄽ⬟ຊࠖ࢝ࢸࢦ࡛ࣜࡣ㸯ࡘࡶ࡞ࡃࠊࠕᵓ㐀⬟ຊࠖ࢝ࢸࢦ ࣜࡢ㡯┠࡛ࡣࠊࠕฟ⏘⚃࠸ࠖࡢ㸯ၥ࡛࠶ࡾࠊయࡋ࡚ࡣ 0.40㹼0.60 ࢆ᥎⛣ࡍࡿ್ࡢၥ 㢟ࡀከࡗࡓࠋࡓࡔࠊࠕ㞟✚ⓗ⌮ゎࠖ࢝ࢸࢦࣜࡢࠕᑡ㢠◳㈌ࠖ㸦0.241㸧ࠕ᥎ㄽ⬟ຊࠖ ࢝ࢸࢦࣜࡢࠕ␃Ᏺ␒㟁ヰࠖ㸦0.238㸧ࡣ㡯┠ᅔ㞴ᗘࡢ್ࡀᑠࡉࡃࠊࡇࡢ್ࢆぢࡿ㝈ࡾ࡛ ࡣࠊ㞴ࡋ࠸ၥ㢟࡛࠶ࡗࡓ࠸࠼ࡿࠋ ⾲ 2 ୰ᅜㄒ㸭㡑ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ูࡢ㡯┠ศᯒࡢ⤖ᯝ ὀ㸸*ࡣ㡯┠ᅔ㞴ᗘࠊ㡯┠ᘚูຊᣦᩘࠊᐇ㉁㑅ᢥᣦᩘࡢྛᣦᶆ࠾࠸࡚ࠊၥ㢟ࡢ㐺ษࡉࢆ♧ࡍᮃࡲࡋ࠸್ ࢆ‶ࡓࡋ࡚࠸࡞࠸ࡇࢆ⾲ࡍࠋ ḟࠊ୰ᅜㄒ࠶ࡿ࠸ࡣ㡑ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ู㡯┠ᅔ㞴ᗘࡢ⤖ᯝࢆぢ ࡚ࡳࡿࠊࠕ㞟✚ⓗ⌮ゎࠖ࢝ࢸࢦࣜ࠾࠸࡚ࠊ㡑ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ࡢሙྜ ࡣ 0.70 ࢆ㉸࠼ࡓၥ㢟ࡀከࡃࠊࡇࡢ✀ࡢ⫈ゎࢸ࢟ࢫࢺࡣࠊ㡑ᅜே᪥ᮏㄒᏛ⩦⪅ࡗ࡚ ⌮ゎࡋࡸࡍ࠸ࡶࡢ࡛࠶ࡗࡓࡼ࠺࡛࠶ࡿࠋ୍᪉ࠊ0.70 ࢆ㉸࠼ࡓၥ㢟ࡀ㸶㡯┠࡛࠶ࡗࡓ㡑 ᅜே᪥ᮏㄒᏛ⩦⪅ᑐࡋࠊ୰ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅࡛ࡣࠊࡑࡢ༙ศࡢ㸲㡯┠ ࡢࡳ࡛࠶ࡾࠊᚲࡎࡋࡶ᫆ࡋ࠸ၥ㢟ࡣ࡞ࡗ࡚࠸࡞ࡗࡓࡼ࠺࡛࠶ࡿࠋ ୰ᅜ 㡑ᅜ ୰ᅜ 㡑ᅜ ୰ᅜ 㡑ᅜ 1 㞟✚ⓗ⌮ゎ ヰ ᤵᴗࡢḞᖍ 0.735* 0.756* 0.269* 0.550 2.369 2.254 2 㞟✚ⓗ⌮ゎ ヰ ⤖፧ࣥࢣ࣮ࢺ 0.434 0.780* 0.565 0.339 3.579 2.136 3 㞟✚ⓗ⌮ゎ ヰ 㖠ࡢၥ㢟 0.418 0.829* 0.372 0.344 3.477 1.809* 4 㞟✚ⓗ⌮ゎ ⊂ヰ ฎ᪉⟢ 0.482 0.512 0.390 0.416 3.468 3.254 5 㞟✚ⓗ⌮ゎ ⊂ヰ ຮᙉሙᡤ 0.795* 0.902* 0.359 0.587 2.076 1.524* 6 㞟✚ⓗ⌮ゎ ⊂ヰ ࣏࣮ࣞࢺࡢᥦฟ 0.719* 0.829* 0.413 0.538 2.376 1.749* 7 㞟✚ⓗ⌮ゎ ⊂ヰ 㐠ືࡢᘏᮇ 0.787* 0.902* 0.335 0.511 2.060 1.454* 8 㞟✚ⓗ⌮ゎ ⊂ヰ ᅗ᭩㤋ࡢࢼ࢘ࣥࢫ 0.627 0.854* 0.428 0.302 2.624 1.664* 9 㞟✚ⓗ⌮ゎ ⊂ヰ ᑡ㢠◳㈌ 0.213 0.415 0.318 0.548 3.887 3.550 10 㞟✚ⓗ⌮ゎ ⊂ヰ ேẼࡢࣃ࣮ࢺ 0.622 0.780* 0.387 0.638 2.817 1.901* 11 ᥎ㄽ⬟ຊ ヰ ࡢ౫㢗 0.369 0.610 0.339 0.426 3.536 2.568 12 ᥎ㄽ⬟ຊ ヰ 㫽㟁Ἴ 0.522 0.659 0.427 0.439 3.162 2.577 13 ᥎ㄽ⬟ຊ ⊂ヰ ␃Ᏺ␒㟁ヰ 0.217 0.366 0.461 0.537 3.923 3.800 14 ᥎ㄽ⬟ຊ ヰ ࣋ࣥࢺࡢ࣏ࢫࢱ࣮ 0.418 0.659 0.577 0.723 3.571 2.563 15 ᥎ㄽ⬟ຊ ヰ ♫ࡢᘓ࡚┤ࡋ 0.450 0.585 0.217* 0.502 3.517 2.534 16 ᵓ㐀⬟ຊ ヰ ࣍ࢸࣝࡢண⣙ 0.635 0.854* 0.553 0.588 2.742 1.758* 17 ᵓ㐀⬟ຊ ⊂ヰ ᪑⾜ࡢ᪥⛬ 0.418 0.537 0.270* 0.631 3.470 2.769 18 ᵓ㐀⬟ຊ ヰ ฟ⏘⚃࠸ 0.711* 0.756* 0.468 0.445 2.420 2.194 19 ᵓ㐀⬟ຊ ヰ ၟရࡢࢿ࣮࣑ࣥࢢ 0.341 0.756* 0.383 0.471 3.321 2.194 20 ᵓ㐀⬟ຊ ⊂ヰ ᪂ேࡢḼ㏄ 0.582 0.659 0.294* 0.581 3.109 2.563
DIFF DISC AENO
ၥ㢟
୰ᅜㄒ࠾ࡼࡧ㡑ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅࡛ࠊࡕࡽࡶ್ࡀ㧗࠸㡯┠ࡀࠊࠕ㞟 ✚ⓗ⌮ゎࠖ࢝ࢸࢦࣜࡢࠕᤵᴗࡢḞᖍࠖ㸦୰ᅜ㸸0.735ࠊ㡑ᅜ㸸0.756㸧ࠊࠕ㐠ືࡢᘏᮇࠖ 㸦୰ᅜ㸸0.789ࠊ㡑ᅜ㸸0.902㸧ࠊࠕຮᙉሙᡤࠖ㸦୰ᅜ㸸0.795ࠊ㡑ᅜ㸸0.902㸧ࠊࠕ࣏ࣞ ࣮ࢺࡢᥦฟࠖ㸦୰ᅜ㸸0.719ࠊ㡑ᅜ㸸0.829㸧࡛࠶ࡗࡓࠋ㸰⩌ࡢ㛫ࡁ࡞ᕪࡀ࠶ࡗࡓ㡯 ┠ࡣࠊࠕ㞟✚ⓗ⌮ゎࠖ࢝ࢸࢦࣜࡢࠕ㖠ࡢၥ㢟ࠖ㸦୰ᅜ㸸0.418ࠊ㡑ᅜ㸸0.829㸧ࠕᵓ 㐀⬟ຊࠖ࢝ࢸࢦࣜࡢࠕၟရࡢࢿ࣮࣑ࣥࢢࠖ㸦୰ᅜ㸸0.341ࠊ㡑ᅜ㸸0.756㸧࡛࠶ࡗࡓࠋ ௨ୗࡢ㸲ࠕ㖠ࡢၥ㢟ࠖࡢゎ⟅ഴྥࢆぢࡿࠊ㡑ᅜㄒẕㄒヰ⪅ࡀ㑅ࢇࡔ㑅ᢥ⫥ ࢇࡤࡽࡘࡁࡀ࡞࠸ࡢᑐࡋࠊ୰ᅜㄒẕㄒヰ⪅ࡣࠊṇ⟅ࡢ㸱␒ࡢࠊ㸯␒ࡸ㸲␒ࢆ 㑅ࢇࡔཷ㦂⪅ࡶከࡃࠊゎ⟅ࡢศᩓᗘࡀ㧗࠸ࡇࡀࢃࡗࡓࠋࢸ࢟ࢫࢺࡢ୰࡛ࡣࠊࠕ⋓ ≀ࡢ⓶ࢆྲྀࡗࡓᚋࠊࡑࢀࢆࡑࡢࡲࡲᤞ࡚࡚ࠖ⾜ࡃேࡀ࠸ࡿࡇࡀࠊࠕࡉࡽࢇ࡛ࡶ ࡞࠸ࡢࡀࠖ࠸࠺⾲⌧࡛ᙉㄪࡉࢀࠊ᭱ᚋࠕ⭉ࡗࡓໝ࠸ࡀࡦ࠸ࠖᨺ⨨ࡉࢀࡓ⓶ࡢ ⭉⮯ࡀ㏞ᝨ࡛࠶ࡿࡇࡀ㏙ࡽࢀ࡚࠸ࡿࠋࡑࢀ௨እࡢ㑅ᢥ⫥ࡣࠊⓎ◙ࡉࢀࡓ㖠ࡢ㡢ࢆ ࡁࡗࡅㄝ᫂ࡉࢀࡓၥ㢟ࡢ୍㒊࡛࠶ࡾࠊࡶࡗࡶ㔜せ࡞ၥ㢟Ⅼࡣ࠸࠼࡞࠸ࠋ⟅࠼ ࢆᑟࡃ࣮࢟ࣗࡀ࠼ࡽࢀ࡚࠸ࡿ㞟✚ⓗ⌮ゎࡢࢸ࢟ࢫࢺ࡛࠶ࡗ࡚ࡶࠊㄯヰࡢሗࡢせⅬ ࢆᤊ࠼ࠊሗࡢせせࡢุ᩿ࡀࡘ࡞ࡅࢀࡤᝨࢃࡉࢀ࡚ࡋࡲ࠺࡛࠶ࡿࠋ 㸲 㞟✚ⓗ⌮ゎ 㞟✚ⓗ⌮ゎ㸦ヰ㸧㖠ࡢၥ㢟 ⏨ࡢேዪࡢேࡀヰࡋ࡚࠸ࡲࡍࠋ⏨ࡢேࡀ୍␒ၥ㢟ࡔゝࡗ࡚࠸ࡿࡢࡣఱ࡛ࡍࠋ ዪ㸸ࢃ࠶ࠊ࡞࣮ࠊࡢ㡢㸟 ⏨㸸㖠ࡢ㡢ࡔࡼࠋࡇࡢ㎶ࡾ࡛⊁ࡾࢆࡍࡿேࡀ࠸ࡿࢇࡔࠋࢩ࢝ࡸ࢘ࢧࢠࢆ㖠࡛ᧁࡗࡓࡾࡋ࡚ࠋ ዪ㸸࠼࠼ࠋㄗࡗ࡚Ⓩᒣ⪅ࡸఫẸᙜࡓࡗࡓࡽ࠺ࡍࡿࡢ㸽 ⏨㸸ࡑ࠺࡞ࢇࡔࡼࠋࡉࡽࢇ࡛ࡶ࡞࠸ࡢࡀࠊ⋓≀ࡢ⓶ࢆྲྀࡗࡓᚋࠊࡑࢀࢆࡑࡢࡲࡲᤞ࡚࡚ࡗࡕࡷ࠺ே ࡀ࠸ࡿࢇࡔࠋ ዪ㸸ಙࡌࡽࢀ࡞࠸ࠋࡑࡶࡑࡶఱࡢࡓࡵࢩ࢝ࡸ࢘ࢧࢠࢆẅࡍࡢࠊ࠶ࢇ࡞ྍឡ࠸ࡢ…ࠋ ⏨㸸ࡲ࠶ࠊᙼࡽࡢ┠ⓗࡣࡶࡃࠋࡃᅔࡿࢇࡔࡼࠋ⭉ࡗࡓໝ࠸ࡀࡦࡃ࡚ࡉ࣮ࠋ ㉁ၥ㸸⏨ࡢேࡀ୍␒ၥ㢟ࡔゝࡗ࡚࠸ࡿࡢࡣఱ࡛ࡍࠋ ձࢩ࢝ࡸ࢘ࢧࢠࢆẅࡍࡇ࡛ࡍࠋ ղ㖠ࢆᧁࡘࡇ࡛ࡍࠋ ճṚࢇࡔື≀ࢆᨺ⨨ࡍࡿࡇ࡛ࡍࠋ մ⋓≀ࡢ⓶ࢆྲྀࡿࡇ࡛ࡍࠋ ࡑࡋ࡚ࠊ≉୰ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ࡢ್ࡀప࠸㡯┠ࡀࠊࠕ㞟✚ⓗ⌮ゎࠖ࢝ ࢸࢦࣜࡢࠕᑡ㢠◳㈌ࠖ㸦0.213㸧ࠕ᥎ㄽ⬟ຊࠖ࢝ࢸࢦࣜࡢࠕ␃Ᏺ␒㟁ヰࠖ㸦0.217㸧࡛ ࠶ࡗࡓࠋࠕ␃Ᏺ␒㟁ヰࠖࡣࠊࣅࢪࢿࢫࡢෆᐜ࡛࠶ࡾࠊࡢ᪥ᖖ⏕άሙ㠃ࡢ㡯┠⩌ ࡁࡃ␗࡞ࡿⅬࡣࠊᩗㄒࡀ㠀ᖖከࡃ⏝ࡉࢀ࡚࠸ࡿࡇ࡛࠶ࡿ㸦㸳㸧ࠋᩗㄒࡣࠊࠕᚚ ♫ࠖࠕᘢ♫ࠖࠊࠕ࠺ࡀ࠺ࠖࠊࠕࡉࡏ࡚࠸ࡓࡔࡃࠖ࡞ࠊࣅࢪࢿࢫሙ㠃࡛ࡣ㢖⦾ ࢃࢀࡿࡀࠊᩗㄒࡀṇࡋࡃ⌮ゎ࡛ࡁ࡚࠸࡞ࡅࢀࡤࠊࡇࡢㄯヰࢆ㐺ษ⌮ゎࡍࡿࡇࡣ ࡛ࡁ࡞࠸ࠋ࡞ࡐ࡞ࡽࠊᑛᩗㄒㅬㆡㄒࡢ༊ูࡀㄒࢆỴࡵࠊㄡࡢ⾜ືࢆつᐃࡍࡿ ࡽ࡛࠶ࡿࠋ୰ᅜㄒࡣࠊᩗㄒ࠶ࡓࡿᩥἲᙧែࡀ࡞࠸㸦ࡑࡢ௦ࢃࡾࠊㄒࡸゝ࠸ᅇ ࡋ࡛ᩗពࢆ⾲⌧ࡍࡿ㸧ࡇࡽࠊ㡑ᅜㄒẕㄒヰ⪅ẚ࡚ゝㄒ⩦័ⓗࡶᩗㄒࡢ⏝ ᪉ἲᑐࡍࡿ⌮ゎࡀ㞴ࡋࡃࠊᅔ㞴ᗘࡀ㧗ࡃ࡞ࡗࡓࡢ࡛࠶ࢁ࠺ࠋ
㸳 ᥎ㄽ⬟ຊ ᥎ㄽ⬟ຊ㸦⊂ヰ㸧␃Ᏺ␒㟁ヰ ⏨ࡢேࡀヰࡋ࡚࠸ࡲࡍࠋ␃Ᏺ␒㟁ヰࢆ⪺࠸ࡓேࡣࠊࡇࡢ࠶ఱࢆࡋࡲࡍࠋ ⏨㸸࠶࣮ࡶࡋࡶࡋࠊ࠸ࡘࡶ࠾ୡヰ࡞ࡗ࡚࠾ࡾࡲࡍࠋ୕ࢶᫍၟࡢ⏣୰࡛ࡍࠋ ࠼࣮ࠊࡉࡁᚚ♫࠺ࡀࡗࡓࢇ࡛ࡍࡅࢀࡶࠊࡕࡻ࠺ᖍࢆእࡉࢀ࡚࠸ࡿࡢࡇࡔࡗࡓࡢ࡛ࠊ ᦠᖏ࠾㟁ヰࡉࡏ࡚࠸ࡓࡔ࠸࡚ࡲࡍࠋᅇ࡛ࡍࡡࠊᘢ♫ࡢ᪂〇ရࡢࡈෆࢆࡉࡏ࡚࠸ࡓࡔࡇ࠺ᛮ࠸ ࡲࡋ࡚ࠊ࢝ࢱࣟࢢࢆ࠾ᣢࡕࡋࡲࡋࡓࠋ࢝ࢱࣟࢢࡣࠊࢹࢫࢡࡢ࠺⨨࠸࡚࠾ࡁࡲࡋࡓࡢ࡛ࠊᡠࡽࢀࡲ ࡋࡓࡽࠊࡈぴ࠸ࡓࡔࡅࢀࡤᛮ࠸ࡲࡍࠋࡲࡓᚋ᪥ࠊ࠾㑧㨱ࡉࡏ࡚࠸ࡓࡔࡁࡲࡍࡢ࡛ࠊࡼࢁࡋࡃ࠾㢪࠸ ⮴ࡋࡲࡍࠋኻ♩⮴ࡋࡲࡍࠋ ㉁ၥ㸸␃Ᏺ␒㟁ヰࢆ⪺࠸ࡓேࡣࠊࡇࡢ࠶ఱࢆࡋࡲࡍࠋ ձ⏣୰ࡉࢇࡢ㟁ヰࢆᚅࡘࠋ ղ⏣୰ࡉࢇ㟁ヰࡍࡿࠋ ճ⏣୰ࡉࢇࢆෆࡍࡿࠋ մ≉ఱࡶࡋ࡞࠸ࠋ ࡇࡢ㡯┠ࡣࠊゝㄒᙧᘧࡢ⌮ゎࢆ ᐃࡋ࡚࠸ࡿࡔࡅ࡛ࡣ࡞ࡃࠊ࣓ࢵࢭ࣮ࢪࢆཷࡅ࡚ࠊ ḟࡢࡼ࠺࡞⾜ືࢆྲྀࡿࡁࠊ࠸࠺ㄒ⏝ⓗ࡞▱㆑ࢆၥ࠺ၥ㢟࡛ࡶ࠶ࡿࠋࡇࡢၥ 㢟ࡣࠊႠᴗᢸᙜ⪅ࡀྲྀᘬඛࡢ㢳ᐈࠊ⮬ศࡢ♫ࡢ࢝ࢱࣟࢢࢆᒆࡅ࠸ࡗࡓࡀࠊᅾ ࡔࡗࡓࡢ࡛ࠊ㢳ᐈࡢࢹࢫࢡ࢝ࢱࣟࢢࢆṧࡋࠊᚋ᪥ࡑࡢ࢝ࢱࣟࢢࡘ࠸࡚┤᥋ࡗ࡚ ヰࡋࡓ࠸ࠊ࠸࠺ෆᐜ࡛࠶ࡿࠋࡋࡓࡀࡗ࡚ࠊ㟁ヰࡢཷࡅᡭࡣࠊᚋ᪥⏣୰ࡉࢇࡢ᮶ゼࢆ ᚅ࡚ࡤࡼࡃࠊ␃Ᏺ␒㟁ヰࢆ⪺࠸ࡓ࠶ࠊ≉ఱࢆࡍࡿᚲせࡣ࡞࠸ࠋࣅࢪࢿࢫሙ㠃࡛ ࡣࠊࡇࡢࡼ࠺࡞ࡸࡾྲྀࡾࡀከࡃࢃࡉࢀࡿࡓࡵࠊࡇࡢ㟁ヰࡢពᅗࡸྵពࢆ⌮ゎ࡛ࡁ࡞ ࡅࢀࡤࠊ㐺ษ࡞⟅࠼㸦ᐇ㝿ࡣ⾜ື㸧ࢆᑟࡃࡇࡣ࡛ࡁ࡞࠸ࠋ᪥ᮏㄒ⬟ຊࡀ㠀ᖖ㧗 ࡃ࡚ࡶࠊ᪥ᮏㄒẕㄒヰ⪅ࡢ࣓ࢵࢭ࣮ࢪࡢྵពࡀ⌮ゎ࡛ࡁࡎࠊヰࡋᡭࡢពᅗࡣ␗࡞ࡿ ⾜ືࢆྲྀࡗ࡚ࡋࡲ࠺Ꮫ⩦⪅ࡣከ࠸ࠋ⫈ゎ⬟ຊࡣࠊ㡢ኌࡽㄯヰෆᐜࡢᴫᛕᵓ⠏࠸ ࠺సᴗຍ࠼ࠊ࣓ࢵࢭ࣮ࢪࡢពᅗᑐࡍࡿ⌮ゎ࠸࠺㠃ࡶྵࡵྜࢃࡏ࡚⫈ࡁࡢ⌮ゎ ࠸࠺ࡶࡢࢆ⪃៖ࡋ࡚࠸ࡃᚲせࡀ࠶ࡿࠋ 3.2.2.2 㡯┠ᘚูຊᣦᩘ㸦DISC㸧 㡯┠ᘚูຊᣦᩘࡣࠊゝㄒ⬟ຊࡀ㧗࠸ཷ㦂⪅ప࠸ཷ㦂⪅ࢆ㆑ูࡍࡿࡢ⏝࠸ࡽࢀ ࡿᣦᶆ࡛࠶ࡿࠋୖ㏙ࡢᣦᶆࡢ㡯┠㞴᫆ᗘࡔࡅ࡛ホ౯ࡋࡼ࠺ࡋࡓሙྜ⏕ࡌࡿၥ㢟ࡣࠊ ཷ㦂⪅ࡀ 90%௨ୖࡢṇ⟅⋡ࡔࡗࡓࡾࠊࡶࡋࡃࡣ 10%௨ୗ࡞ࠊࢇࡀㄗ⟅࡛࠶ ࡗࡓࡾࡋࡓሙྜࠊఱࢆࡶࡗ࡚Ⰻ࠸㸦ࡲࡓࡣⰋࡃ࡞࠸㸧㡯┠ࡍࡿࡢ࠸࠺ุ᩿ࡀ 㞴ࡋࡃ࡞ࡿࡇ࡛࠶ࡿࠋࡑࡇ࡛ࢸࢫࢸࣥࢢ⌮ㄽ࡛ࡣࠊ⬟ຊࡈࡢṇ⟅⋡ࢆ⏝࠸࡚ィ ⟬ࡍࡿࡇࡼࡗ࡚ࠊࡑࡢṇ⟅ࡢ㑅ᢥഴྥࡀ⬟ຊࡳ࠶ࡗࡓ㡯┠࡛࠶ࡿ࠺ࢆ㡯 ┠ホ౯ࡢᣦᶆࡍࡿࠋࡍ࡞ࢃࡕࠊୖ⪅࡞ࡽࡤ㐺ษ⟅࠼ࡀ㑅ᢥ࡛ࡁࡿࡼ࠺࡞ၥ㢟 ࡞ࡗ࡚࠸ࡿ࠺㸦ୗ⪅ࡢሙྜࡣ㐺ษ㑅ᢥࡍࡿࡇࡀ㞴ࡋ࠸ࡣࡎ࡛࠶ࡿ㸧ࢆุ ᩿ࡍࡿࡓࡵࡢᇶ‽࡛࠶ࡿࠋࡇࡢᣦᶆࢆ⏝࠸ࡿࠊୖ⪅ࡶୗ⪅ࡶྠࡌࡼ࠺ṇ⟅ࡀ 㑅ᢥ࡛ࡁࡓࡶࡢࡣࠊ࠶ࡲࡾᘚูຊࡀ㧗ࡃ࡞࠸㸦᫆ࡋࡍࡂࡿࠊࡶࡋࡃࡣ㞴ࡋࡍࡂࡿ㸧ၥ 㢟ࡔ࠸࠼ࠊಟṇࢆせࡍࡿ㡯┠ࡳ࡞ࡍࠋ㡯┠ᘚูຊࡣࠊ㡯┠ᘚูຊ㸻ୖࢢ࣮ࣝࣉ ࡢ⥲ཷ㦂⪅ᩘᑐࡍࡿṇ⟅⪅ᩘࡢྜ㸫ୗࢢ࣮ࣝࣉࡢ⥲ཷ㦂⪅ᩘᑐࡍࡿṇ⟅⪅ᩘ
ࡢྜࡢᘧ࡛ồࡵࡽࢀࡿࠋ㡯┠ᘚูຊࡢ㐺ษᗘࡣࠊ㏻ࠊ0.40 ௨ୖࡀ᭱Ⰻ㡯┠ࠊ0.30-0.39 ࡀⰋዲ㡯┠ࠊ0.20-0.29 ࡀணഛ㡯┠࡛ᨵゞࡢせ࠶ࡾࠊ0.19 ௨ୗࡀⰋ㡯┠࡛㝖እࡶࡋࡃ ࡣᨵゞࡍࡁ࡛࠶ࡿࡉࢀ࡚࠸ࡿ㸦, 1996㸧ࠋ ᮏ⫈ゎࢸࢫࢺ࡛ࡣࠊయ㸦N=290㸧ࡢ㡯┠ᘚูຊᣦᩘ࠾࠸࡚ࡰ࡚ࡢ㡯┠ࡀ 0.30 ௨ୖࡢ್ࢆ♧ࡋ࡚࠾ࡾࠊᘚูຊࡢ㧗࠸㡯┠࡛ᵓᡂࡉࢀ࡚࠸ࡿࡇࡀࢃࡗࡓࠋ၏୍ࠕ᥎ ㄽᛂຊࠖ࢝ࢸࢦࣜࡢࠕ♫ࡢᘓ࡚┤ࡋࠖࡀ 0.278 ࡸࡸపࡗࡓࡀࠊ㡑ᅜㄒẕㄒヰ⪅ ࡢ್ࢆぢ࡚ࡳࡿࠊ0.502 ࡁࢃࡵ࡚㧗࠸㆑ูຊࢆᣢࡗ࡚࠾ࡾࠊ୰ᅜㄒẕㄒヰ⪅࠾ࡅ ࡿ್ᘬࡁࡎࡽࢀࡓࡶࡢࡔ᥎ᐃࡉࢀࡿࠋ 㸴 ᥎ㄽ⬟ຊ ᥎ㄽ⬟ຊ㸦ヰ㸧♫ࡢᘓ࡚┤ࡋ ⏨ࡢேዪࡢேࡀヰࡋ࡚࠸ࡲࡍࠋዪࡢேࡣࢇ࡞ពぢࢆᙇࡋ࡚࠸ࡲࡍࠋ ⏨㸸ࡢ♫ࡢ⤒Ⴀ≧ἣࡣࠊࡸࡣࡾཝࡋ࠸࡛ࡍࠋ㉥Ꮠ⥆ࡁ࡛ࡇࡢࡲࡲࡌࡷ₽ࢀ࡚ࡋࡲ࠸ࡲࡍࠋ ዪ㸸☜ࡇࡢࡲࡲࡔࠊࡑ࠺࡞ࡿ㐪࠸࠶ࡾࡲࡏࢇࠋࡋࡋࠊ㏫⪃࠼ࢀࡤࠊࡢ≧ἣࠊᡃࠎࡗ ࡚ࡣࠊࡕࡻ࠺ᨵ㠉ࡢࡓࡵࡢ࠸࠸ࢳࣕࣥࢫࡔᛮ࠸ࡲࡏࢇ㸽 ⏨㸸ゝ࠸ࡲࡍࠋ ዪ㸸⌧ᅾࡢ㉥Ꮠࢆゎᾘࡍࡿࡇࡔࡅࢆ⪃࠼࡚࠸ࡿࠊᡃࠎࡣ௦ࡢὶࢀྲྀࡾṧࡉࢀ࡚ࡋࡲ࠸ࡲࡍࠋ♫ ဨࢆయⓗῶࡽࡏࡤ㈝⏝ࡀୗࡀࡿࡇࡣᐇ࡛ࡍࠋࡋࡋࠊඃࢀࡓ◊✲㛤Ⓨࡀ࡛ࡁ࡞ࡅࢀࡤࠊᑗ᮶ ࡇࡢ♫ࡣ⏕ࡁṧࢀࡲࡏࢇࠋ ⏨㸸ࡘࡲࡾࠊࡇࢆῶࡽࡋ࡚ࡇࢆṧࡍࠊఱࡀᡃࠎࡗ࡚࠸࠺ࡇࢆࡼࡃ⪃࠼࡚Ỵࡵ࡞ࡅ ࢀࡤ࡞ࡾࡲࡏࢇࡡࠋ ㉁ၥ㸸ዪࡢேࡣࢇ࡞ពぢࢆᙇࡋ࡚࠸ࡲࡍࠋ ձ⤒Ⴀᨵ㠉ࢆᐇ⾜ࡍࡁ࡛ࡣ࡞࠸ࠋ ղ◊✲㛤Ⓨࡢ♫ဨࡣῶࡽࡍࡁ࡛ࡣ࡞࠸ࠋ ճ㉥Ꮠࢆࡍࡄῶࡽࡍࡁࡔࠋ մ♫ဨయࡢᩘࢆῶࡽࡍࡁࡔࠋ ࡇࡢၥ㢟㸦㸴㸧ࡣࠊࣅࢪࢿࢫሙ㠃࡛ࡢ㆟ࡢㄯヰࡔࡀࠊ≉ヰࡋᡭࡢྵពࢆ㐺ษ ⌮ゎࡍࡿࡇࡀồࡵࡽࢀࡿሙ㠃࡛࠶ࡾࠊᐇ㝿ࡢࢥ࣑ࣗࢽࢣ࣮ࢩࣙࣥሙ㠃࡛ࡣࡈࡃ㏻ ᖖᒎ㛤ࡉࢀࡿㄯヰࡢὶࢀ࡛࠶ࡿࠋ୰ᅜㄒ࡛ࡣࠊࡣࡗࡁࡾᙇࢆ㏙ࡿ♫ᩥᛶ ࢆᣢࡘࡇࡽࠊ᪥ᮏㄒࢆẕㄒࡋ࡞࠸⪅ࡗ࡚ࡣࠊࡇࡢࡼ࠺࡞፣᭤ⓗ࡞ᙇࡢ㏙ ᪉័ࢀ࡚࠾ࡽࡎࠊヰࡋᡭࡢྵពࡢ᥎ㄽࡀᅔ㞴࡛࠶ࡿྍ⬟ᛶࡀ࠶ࡿࠋ᪥ᮏㄒᏛ⩦ࡢ ືᶵࡸ┠ⓗࡀࣅࢪࢿࢫ࡛ࡢ⏝࠸࠺Ꮫ⩦⪅ࡀከ࠸ࡇࡽࡶࠊᚋࡢ⫈ゎᩍ⫱ࡢ᪉ ྥᛶࡋ࡚ࠊࡇ࠺ࡋࡓሙ㠃࡛ࡢヰࡋᡭࡢពᅗࡸྵពࡢ㐺ษ࡞⌮ゎࢆ┠ᣦࡋ࡚࠸ࡃᩍ⫱ カ⦎ࡢᚲせᛶࢆឤࡌࡿ㡯┠࡛࠶ࡿࠋ 3.2.2.3 ᐇ㉁㑅ᢥ⫥ᣦᩘ㸦AENO㸧 ᐇ㉁㑅ᢥ⫥ᣦᩘࡣࠊྛ㑅ᢥ⫥ࡀࢀࡃࡽ࠸㑅ࡤࢀࡓࢆ♧ࡍᣦᶆ࡛ࠊゝ࠸࠼ࡿ ࡞ࡽࡤࠊࢀࡔࡅ㨩ຊⓗ࡞㑅ᢥ⫥ࡀ࠶ࡗࡓ࠸࠺ࡇࢆ⾲ࡍࡶࡢ࡛࠶ࡿࠋ㡯┠㞴᫆ ᗘࡸ㡯┠ᘚูຊᣦᩘࡢࡳ࡛ࠊ㡯┠ࡢホ౯ࢆุ᩿ࡋࡼ࠺ࡍࡿሙྜࠊ㘒⫥ࡀ㘒⫥ ࡋ࡚ࡢᶵ⬟ࢆᯝࡓࡋ࡚࠸࡞ࡅࢀࡤᚲ↛ⓗṇ⟅ࡀ⤠ࡽࢀ࡚ࡋࡲ࠺ࡓࡵࠊᮏ᮶ࡢᐇຊ ࡣูࠊ᪉␎ࡼࡗ࡚ṇ⟅⋡ࡀୖࡀࡗ࡚ࡋࡲ࠺ᜍࢀࡀ࠶ࡿࠋࡘࡲࡾࠊࡑࡢၥ㢟ࡢ㡯 ┠㞴᫆ᗘࡸ㡯┠ᘚูຊࡢᣦᶆࡔࡅ࡛㡯┠ࡢ㐺ษࡉࢆホ౯ࡍࡿࡔࡅ࡛ࡣ࡞ࡃࠊ㑅ᢥ⫥ࡀ
㐺ษసᡂࡉࢀ࡚࠸ࡓ࠸࠺Ⅼࡶ⪃៖ࡋࡓୖ࡛ࠊࡑࡢ㡯┠ࡢุᐃࢆ⾜࠺ᚲせࡀฟ࡚ ࡃࡿࡢ࡛࠶ࡿࠋᐇ㉁㑅ᢥ⫥ᣦᩘࡣࠊሗࡢ☜ࡉࢆ⾲ࡍ࢚ࣥࢺࣟࣆ࣮㸦entropy㸧ࡢ ᘧ H=―∑pjlog2pjࢆ⏝࠸࡚⟬ฟࡉࢀࡿࠋ௬㸲ࡘࡢ㑅ᢥ⫥ j1ࠊj2ࠊj3ࠊj4 ࡀ 10 ྡࡢཷ㦂
⪅㑅ࡤࢀࠊࡑࢀࡒࢀࡢ㑅ᢥ⋡ࡀ0.00ࠊ0.20ࠊ0.40ࠊ0.40 ࡔࡗࡓሙྜࠊࡑࡢ࢚ࣥࢺࣟࣆ࣮ ࡣࠊH=㸫(0.00+0.20*log20.20+0.40*log20.40+0.40*log20.40)=1.522࡞ࡿࠋᐇ㉁㑅ᢥ⫥ᩘ ࡣࠊᐇ㉁㑅ᢥ⫥ᩘ=2^H ࡛ồࡵࡽࢀࡿࡢ࡛ࠊࡇࡢ㡯┠ࡢᐇ㉁㑅ᢥ⫥ᩘࡣ 2^1.522=2.872 ࠊゎ⟅ࡀࡰ㸱ࡘࡤࡽࡘ࠸࡚࠸ࡿࡇࢆ♧ࡋࠊ㘒⫥ࡀᶵ⬟ࢆࡁࡕࢇᯝࡓࡋ࡚ ࠸ࡓၥ㢟࡛࠶ࡗࡓ࠸࠺ࡇࡀุ᩿࡛ࡁࡿ㸦, 1996㸧ࠋ ᮏ⫈ゎࢸࢫࢺ࡛ࡣࠊయࡋ࡚ࡣẚ㍑ⓗᆒ➼ゎ⟅ࡀࡤࡽࡘ࠸࡚࠾ࡾࠊ㘒⫥ࡀࡁ ࡕࢇᶵ⬟ࡋ࡚࠸ࡿࡇࡽࠊᴫࡡ㑅ᢥ⫥ࡣ㐺ษ࡛࠶ࡗࡓ⪃࠼ࡿࡇࡀ࡛ࡁࡼ࠺ࠋ ࡓࡔࡋࠊ୍ࡘࡔࡅࠕ㞟✚ⓗ⌮ゎࠖ࢝ࢸࢦࣜࡢࠕ㐠ືࡢᘏᮇࠖࡀ 1.990 ࠊᐇ㉁ⓗ࡞ 㑅ᢥ⫥ࡀ㸰ࡘࡢࡳ࡛࠶ࡗࡓࠋࡇࡢၥ㢟ࡢ㑅ᢥ⫥ࡣᨵゞࢆຍ࠼ࢀࡤࠊࡼࡾయࡢಙ㢗 ᛶࡶ㧗ࡃ࡞ࡿ࡛࠶ࢁ࠺ࠋ 㸵 㞟✚ⓗ⌮ゎ 㞟✚ⓗ⌮ゎ㸦⊂ヰ㸧࣏࣮ࣞࢺࡢᥦฟ ඛ⏕ࡀヰࡋ࡚࠸ࡲࡍࠋ࣏࣮ࣞࢺࡣࡢࡼ࠺࡞ᙧ࡛ᥦฟࡋࡲࡍࠋ ඛ⏕㸸࠼࣮࡛ࡣࠊᏛᮇᮎࡢ࣏࣮ࣞࢺࡘ࠸࡚࡛ࡍࡀ࣮ࠊᑡᏊࡢ♫ⓗᙳ㡪ࡘ࠸࡚ࡲࡵ࡚ࠊ⮬ศࡢ ពぢࢆ㏙࡚ࡃࡔࡉ࠸ࠋ࠼࣮ࠊA4 ࡛ 3 ᯛ௨ෆࠊࡑࢀ௨ୖࡣㄆࡵࡲࡏࢇࠋ࣏࣮ࣞࢺࡣࣃࢯࢥ࡛ࣥస ᡂࡋ࡚ࡃࡔࡉ࠸ࠋᡭ᭩ࡁ࡛グ㏙ࡍࡿேࡣࡵࡗࡓ࠸࡞࠸࡛ࡋࡻ࠺ࡀࠊᛕࡢࡓࡵゝࡗ࡚࠾ࡁࡲࡍࠋ ࡑࢀࡽ࣮ࠊᥦฟ᪉ἲ࡛ࡍࡀ࣮ࠊ⚾ࡢ◊✲ᐊࡢ๓ᥦฟ⏝ࡢ࣎ࢵࢡࢫࢆ⏝ពࡋ࡚࠾ࡁࡲࡍࡢ࡛ࠊ ࡑࡇධࢀ࡚࠾࠸࡚ࡃࡔࡉ࠸ࠋ⥾ࡵษࡾࡣࠊ7 ᭶ 20 ᪥ࡢ༗ᚋ 4 ࡲ࡛ࡋࡲࡍࠋࡑࢀࢆ㐣ࡂࡓࡽࠊ ࠸࡞ࡿ⌮⏤࡛ࡶཷࡅࡅࡲࡏࢇࠋὀពࡋ࡚ࡃࡔࡉ࠸ࠋ ㉁ၥ㸸࣏࣮ࣞࢺࡣࡢࡼ࠺࡞ᙧ࡛ᥦฟࡋࡲࡍࠋ ձᡭ᭩ࡁ࡛㸱ᯛࡲ࡛᭩࠸࡚ࠊ◊✲ᐊࡲ࡛Ώࡋ⾜ࡃࠋ ղࣃࢯࢥ࡛ࣥ㸱ᯛ௨ୖ᭩࠸࡚ࠊ◊✲ᐊࡲ࡛Ώࡋ⾜ࡃࠋ ճࣃࢯࢥ࡛ࣥ㸱ᯛࡲ࡛᭩࠸࡚ࠊ◊✲ᐊࡢ๓࠶ࡿ⟽ධࢀࡿࠋ մᡭ᭩ࡁ࡛㸱ᯛ௨ୖ᭩࠸࡚ࠊ◊✲ᐊࡢ๓࠶ࡿ⟽ධࢀࡿࠋ ẕㄒูࡇࡢᐇ㉁㑅ᢥ⫥ᣦᩘࢆぢ࡚ࡳࡿࠊ୰ᅜㄒẕㄒヰ⪅ࡣ㡯┠࠾࠸࡚ゎ⟅ ࡀᆒ➼ศᕸࡋ࡚࠸ࡿࡢᑐࡋ࡚ࠊ㡑ᅜㄒẕㄒヰ⪅࠾࠸࡚ࡣࠊࠕ㞟✚ⓗ⌮ゎࠖࡢ 10 㡯┠ࡢ࠺ࡕࠊ㸴㡯┠ࡀ 2.0 ௨ୗ࡞ࡗ࡚࠾ࡾࠊ㨩ຊⓗ࡞㑅ᢥ⫥ࡀᑡ࡞ࡗࡓࡼ࠺࡛࠶ ࡿࠋࡇࡢ㸴㡯┠ࡣࠊ㡯┠ᅔ㞴ᗘࡢ್ࡶ㧗ࡃࠊࡇࡢ⩌ࡢᏛ⩦⪅ࡗ࡚ၥ㢟ࡀ⡆༢࡛࠶ ࡗࡓࡓࡵࠊゎ⟅ࡶ⤠ࡽࢀࡓࡢ࡛ࡣ࡞࠸⪃࠼ࡽࢀࡿࠋࡓ࠼ࡤࠊ㸵ࠕ࣏࣮ࣞࢺ ࡢᥦฟࠖࡢၥ㢟ࡣࠊᩍᖌࡢㄯヰ୰࣏࣮ࣞࢺ㛵㐃ࡍࡿሗࠊࡉࡲࡊࡲ࡞ᩘᏐࡀฟ࡚ ࡃࡿࡓࡵࠊせ࡞ሗࢆ㐺ษྲྀᤞ࡛ࡁࡿ࠺࠸࠺⬟ຊࢆ ᐃࡋࡓၥ㢟࡞ࡗ ࡚࠸ࡿࠋ㔜せ࡞ሗ࡛࠶ࡿᥦฟ᪉ἲࡀࠕᡭ᭩ࡁࠊࣃࢯࢥࣥࠖࠊࠕ┤᥋Ώࡍࠊ⟽ ධࢀࡿࠖ࠸࠺㸰×㸰ࡢၥ㢟ᵓᡂ࡞ࡗ࡚࠸ࡿࡀࠊ㔜せ࡞ሗ㒊ศࡀၥ㢟ᩥ࡛࠾࠾ ࡼࡑᥦ♧ࡉࢀ࡚࠸ࡿࡓࡵೃ⿵ࡀ⤠ࡽࢀࠊ㑅ᢥഴྥࡀᏳᐃࡋࡓᛮࢃࢀࡿࠋ୍᪉ࠊ୰ᅜ ㄒẕㄒヰ⪅ࡢᐇ㉁㑅ᢥ⫥ᣦᩘࡀ 2.376 㸰㹼㸱ࡘ㑅ᢥ⫥ࡀࡤࡽࡘ࠸࡚࠸ࡓࡇࡀࢃ
ࡿࠋゎ⟅ࡢࡤࡽࡘࡁࡽࠊᯛᩘไ㝈㛵ࡍࡿ㒊ศࠕ㸱ᯛ௨ෆࠊࡑࢀ௨ୖࡣ…ࠖࢆࠊ ࠕ㸱ᯛࡲ࡛࡛ࠖࡣ࡞ࡃࠕ㸱ᯛ௨ୖࠖཷࡅྲྀࡗࡓࡾࠊᥦฟ᪉ἲࡢࠕ⚾ࡢ◊✲ᐊࡢ๓ ᥦฟ⏝ࡢ࣎ࢵࢡࢫࢆ…ࠖࢆࠕ࣎ࢵࢡࢫ㸦⟽㸧ධࢀࡿࠖࡢ࡛ࡣ࡞ࡃࠕΏࡋ⾜ࡃࠖ ⪺ࡁㄗࡗࡓࡾࡋ࡚࠸ࡿ࡞ࠊ⣽࠸㒊ศࢆ㐺ษᢕᥱࡏࡎࠊ㞧ᢕ⪺࠸࡚࠸ࡿഴ ྥ࠶ࡿࡇࡀぢ࡚ྲྀࢀࡓࠋ 3.3 ୰ᅜㄒ࠾ࡼࡧ㡑ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ࡢẚ㍑ ୰ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ẚࡿࠊ㡑ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ࡢ ࠺ࡀࠊᚓⅬᖹᆒࡸಙ㢗ᗘಀᩘࡀ㧗ࡗࡓࠋᚋ⪅ࡣࠊㄪᰝேᩘࡀ 41 ྡᑡ࡞ࡗࡓ ࡶࢃࡽࡎࠊa㸻0.844 ࠸࠺㠀ᖖ㧗࠸ಙ㢗ᛶࡀᚓࡽࢀࡓࠋ ࡲࡓࠊẕㄒู㡯┠ศᯒࡢ⤖ᯝࢆࡳࡿࠊࠕ㞟✚ⓗ⌮ゎࠖࡣࠊ㡑ᅜㄒẕㄒヰ⪅ ࡗ࡚ࡣ⌮ゎࡀᐜ᫆࡞ࢸ࢟ࢫࢺࢱࣉ࡛࠶ࡿྍ⬟ᛶࡀ♧ࡉࢀࡓࠋ㸱ࡘࡢ࢝ࢸࢦࣜࡢ୰࡛ࠊ ୧⩌ࡶࡶࡗࡶᅔ㞴ᗘࡀ㧗ࡃࠊ⌮ゎࡀ㞴ࡋ࠸ࢸ࢟ࢫࢺࢱࣉ࡛࠶ࡗࡓࡢࡣࠊࠕ᥎ ㄽ⬟ຊࠖࢆ ᐃࡍࡿ࢝ࢸࢦ࡛ࣜ࠶ࡿࠋࡇࢀࡣࠊヰࡋᡭࡢពᅗࡀ㠀᫂♧ⓗ࡛ࠊᩥ㛫ࡽ ྵពࢆㄞࡳྲྀࡿ⬟ຊࡀᚲせࡉࢀࡿࢸ࢟ࢫࢺ࡛࠶ࡿࠋ᪥ᮏㄒࡢゝㄒ▱㆑ࡢࠊ♫ ゝㄒᏛⓗ࡞▱㆑ࡸㄒ⏝ㄽⓗ⬟ຊࡶᚲせ࡞ࡿࡓࡵࠊ᪥ᮏㄒࢆእᅜㄒࡋ࡚Ꮫࡪ⪅ඹ ㏻ࡍࡿ㞴ࡋࡉࢆᣢࡗ࡚࠸ࡿࡢ࡛࠶ࢁ࠺ࠋࠕᵓ㐀⬟ຊࠖࡢ࢝ࢸࢦ࡛ࣜࡣࠊ㡑ᅜㄒẕ ㄒヰ⪅ࡢ࠺ࡀࡸࡸᅔ㞴ᗘࡀపࡃࠊయⓗ㧗࠸ᚓⅬศᕸࡀ೫ࡗ࡚࠸ࡿࡢᑐࡋࠊ ୰ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ࡣࠊࡰ୰ኸศᕸࡀ㞟ࡲࡗ࡚࠸ࡓࠋㄯヰ୰ࡢ㔜せ ࡞ሗࢆ୍ᐃࡢ㛫グ᠈ࡋࡘࡘࠊㄯヰࡢึࡵ୍࡛ᗘᙧᡂࡋࡓᴫᛕࢆࠊㄯヰࡢὶࢀࡽ ᗘ⤌ࡳ❧࡚┤ࡋ࡚ࠊ㐺ษ࡞ሗࢆྲྀᤞ㑅ᢥࡍࡿ࠸࠺ࢱࣉࡢࢸ࢟ࢫࢺࡣࠊ୰ᅜㄒ ẕㄒヰ⪅ࡗ࡚ࡣࠊࠕ᥎ㄽ⬟ຊࠖḟ࠸࡛ᅔ㞴ᗘࡀ㧗࠸࠸࠼ࡿࠋ ௨ୖࡢࡇࡽࠊ୰ᅜㄒࢆẕㄒࡍࡿ᪥ᮏㄒᏛ⩦⪅ࡢሙྜࡣࠊ⫈ゎ⬟ຊࢆ⪃៖ࡍࡿ ࡁࠊ≉ࠕ᥎ㄽ⬟ຊࠖࠕᵓ㐀⬟ຊࠖࡢᵓᡂ࢝ࢸࢦ࡛ࣜ㧗࠸ᚓⅬࡀྲྀࢀࡿ ࠺ࡀᘚูࡢ୍ࡘࡢุ᩿ᮦᩱ࡞ࡿࡢ࡛ࡣ࡞࠸⪃࠼ࡽࢀࡿࠋ 4. ࠾ࢃࡾ ᮏ◊✲࡛ࡣࠊKintsch㸦1998㸧ࡢᵓ⠏-⤫ྜࣔࢹࣝࠊࢸ࢟ࢫࢺゝㄒᏛࡼࡿ୍㈏ᛶࡢほ Ⅼࠊᵓ⠏-⤫ྜࣔࢹࣝ࠾ࡅࡿࢸ࢟ࢫࢺ࣮࣋ࢫࡢ⤫ྜࠊ࣮࣡࢟ࣥࢢ࣓ࣔࣜࡢほⅬࢆᑟ ධࡋ࡚ࠊࠕ㞟✚ⓗ⌮ゎࠖࠊࠕ᥎ㄽ⬟ຊࠖࠊࠕᵓ㐀⬟ຊࠖࡢ㸱ࡘࡢᵓᡂᴫᛕࢆタᐃࡋ ࡓ⫈ゎࢸࢫࢺࢆ㛤Ⓨࡋࡓࠋࡑࡋ࡚ࠊᮏ⫈ゎࢸࢫࢺࢆ୰ᅜㄒ࠶ࡿ࠸ࡣ㡑ᅜㄒࢆẕㄒࡍࡿ ᪥ᮏㄒᏛ⩦⪅ᑐࡋ࡚ᐇࡋࠊࡑࡢ⤖ᯝࢆಙ㢗ᛶࡢ᳨ᐃ࠾ࡼࡧ㡯┠ศᯒࡼࡗ࡚ホ౯ࢆ ⾜ࡗࡓࠋࡑࡢ⤖ᯝࠊᮏ⫈ゎࢸࢫࢺࡣ㸱ࡘࡢഃ㠃ࡽᴫࡡ㐺ษ᪥ᮏㄒᏛ⩦⪅ࡢ⫈ゎ⬟ຊ ࢆ ᐃࡋ࡚࠸ࡿࡇࡀ☜ㄆ࡛ࡁࡓࠋࡉࡽࠊẕㄒูࡢศᯒࡽࠊࡑࢀࡒࢀ⌮ゎᗘ㐪 ࠸ࡀ⏕ࡌࡿࢸ࢟ࢫࢺࢱࣉࡢഴྥࡀ࠶ࡿࡇࡀࢃࡗࡓࠋࡇࡢ㐪࠸ࡘ࠸࡚ࡣࠊᚋఱ
ࡼࡗ࡚⏕ࡌࡓࡢせᅉࢆៅ㔜᳨ウࡋ࡚࠸ࡃᚲせࡀ࠶ࡿࠋ⪃࠼ࡽࢀࡿせᅉࡋ࡚ࡣࠊ ➨㸯ࠊᏛ⩦⎔ቃ࡛࠶ࡿࠋᅇࡢㄪᰝᑐ㇟⪅ࡣࠊ㡑ᅜㄒẕㄒヰ⪅ࡀ➨㸰ゝㄒ⎔ቃୗ࡛ࠊ ୰ᅜㄒẕㄒヰ⪅ࡀእᅜㄒ⎔ቃࡢୗ࡛ࡢ᪥ᮏㄒᏛ⩦࡛࠶ࡗࡓࠋ➨㸰ゝㄒ⎔ቃୗ࡛ࡣࠊࣥ ࣉࢵࢺࡢ㔞ࡔࡅ࡛࡞ࡃࠊ㢖⦾᪥ᮏேࡢゝㄒᩥⓗ᥋ゐࢆ㏻ࡋ࡚ࠊ♫ゝㄒⓗ࡞▱㆑ ࢆ㌟ࡅ࡚࠸ࡿྍ⬟ᛶࡀ࠶ࡿࠋࠕ᥎ㄽ⬟ຊࠖࡣࡑ࠺ࡋࡓ▱㆑ࡀᚲせࡉࢀࡿၥ㢟ࡀ ࠶ࡗࡓࡇࡽࠊᚋࡣᏛ⩦⎔ቃูẚ㍑᳨ウࢆࡋ࡚࠸ࡃࡁ࡛࠶ࢁ࠺ࠋ➨㸰ࠊㄪᰝ ᑐ㇟⪅ࡢ⥲యⓗ࡞᪥ᮏㄒ⬟ຊ࡛࠶ࡿࠋᅇࡣࠊᏛ⩦ᮇ㛫ࢆせᅉྵࡵࡎᮏ⫈ゎࢸࢫࢺࡢ ⤖ᯝ㝈ᐃࡋศᯒࢆ⾜ࡗࡓࡀࠊᏛ⩦ẁ㝵ࡼࡗ࡚ᙜ↛⌮ゎᗘࡶ␗࡞ࡗ࡚ࡃࡿࠋ➼㉁࡞⩌ ࡼࡗ࡚ᵓᡂᴫᛕูࡢ ᐃࢆ⾜࠸ࠊࡢࡼ࠺࡞ࢸ࢟ࢫࢺ≉ᚩࡀࠊࡢࡼ࠺࡞Ꮫ⩦ẁ㝵 ࠾࠸࡚ࠊ⫈ࡁࡢ⌮ゎᙳ㡪ࡍࡿࡢࢆヲ⣽᳨ウࡋ࡚࠸ࡃࡇࡀ௨㝆ࡢㄢ㢟࡛࠶ࡿࠋ ᚋࡣࠊᮏ⫈ゎࢸࢫࢺࢆࡶࠊ➨㸰ゝㄒࡋ࡚ࡢ᪥ᮏㄒࡢ⫈ゎ㐣⛬ࡸࠊࡑࡢࡢᢏ ⬟ࡢ㛵ࢃࡾࡘ࠸࡚ࡉࡽ᫂ࡽࡋ࡚࠸ࡁࡓ࠸ࠋ ㅰ㎡㸸ᒣཱྀ┴❧ᏛࡢᯘⅡඛ⏕ࠊᮾளᏛࡢᮤⰋጲඛ⏕ࡣࠊ㡑ᅜே᪥ᮏㄒᏛ⩦⪅ࡢ ࢹ࣮ࢱ㞟㝿ࡋࠊከ࡞ࡈᑾຊࢆ࠸ࡓࡔࡁࡲࡋࡓࠋࡇࡇឤㅰࡢពࢆ⏦ࡋୖࡆࡲࡍࠋ ཧ⪃ᩥ⊩
Kintsch, W. (1998). Comprehension: a paradigm for cognition. New York: Cambridge University Press.
Ochs, E. (1979). Transcription as theory. In E. Ochs and B. B. Schiefflin (Eds.), Developmental pragmatics, 43-72. New York: Academic Press.
㈼ (1996) ࠗ㡯┠ᛂ⟅⌮ㄽධ㛛࠘ ಟ㤋᭩ᗑ ୰ᮧὒ୍ (2002) ࠗࢸࢫࢺ࡛ゝㄒ⬟ຊࡣ ࢀࡿ㹼ゝㄒࢸࢫࢺࢹ࣮ࢱศᯒධ㛛࠘ ㈼┘ಟ ᱒ཎ᭩ᗑ ࢜ࣥࣛࣥ㈨ᩱ㸸 ᩥ❶㞴᫆ᗘุᐃࢩࢫࢸ࣒ alpha ∧ http://jreadability.net/㸦2013 ᖺ㸷᭶㸯᪥ࢡࢭࢫ㸧ࠊ ᮤᅾ㙞࣭㛗㇂㒊㝧୍㑻࣭ῦᑿ ோᙪࠕㄞゎᩍ⫱ᨭࢆ┠ⓗࡍࡿᩥ❶㞴᫆ᗘุูࢩ ࢫࢸ࣒ࡢ㛤Ⓨࠖ㸦ㄢ㢟␒ྕ㸸25370573㸧 ࣮ࣜࢹࣥࢢࢳࣗ࢘ኴ http://language.tiu.ac.jp/㸦2013 ᖺ㸷᭶㸯᪥ࢡࢭࢫ㸧 ⏝ศᯒࢯࣇࢺ㸸
2002 Test Data Analysis Program㸦TDAP㸧Ver. 2.0㹙Windows ∧㹛