사회과학통계의 이론과 실제-초급에서 고급까지- > 교육학

본서는 총 5부로 나누어 제1부에서는 사회과학통계의 기초, 제2부에서는 SPSS의 기초, 제3부에서는 초급 사회과학통계, 제4부에서는 중급 사회과학통계, 제5부에서는 고급 사회과학통계를 소개하였다. 먼저 제1부에서는 기본 개념, 연구대상, 집중경향치와 변산도, 정규분포와 편포, 변인과 가설, 실험설계와 조사설계 등 사회과학통계를 수행하는 데 가장 기본적인 개념을 다루었다. 제2부에서는 SPSS 소개 및 시작, 자료 입력과 변환, SPSS 출력 결과, 기술통계 등 SPSS를 다루기 위한 기초 기능을 소개하였다. 또한 제3부에서는 빈도분석, 교차분석, t검증, 상관분석, 변량분석 등 초급 사회과학통계 방법을 소개하였다. 제4부에서는 공변량분석, 회귀분석, 신뢰도분석, 탐색적 요인분석, 판별분석, 다중응답분석 등 중급 사회과학통계 방법을 소개하였다. 끝으로 제5부에서는 비모수적 검정, 정준상관분석, 경로분석, 구조방정식모형분석, 확인적 요인분석, 위계적 선형모형분석 등 고급 사회과학통계 방법을 소개하였다. 본서는 인문사회과학을 전공하는 대학생 및 석사, 박사 과정생뿐만 아니라, 인문사회과학 연구를 수행하는 많은 분들에게 도움이 될 것이다.

목차

∙ 머리말 / 3

제 1 부 통계의 기초
Ⅰ장 사회과학통계의 기본 개념 ··························································································15
1. 통계와 사회과학통계 ··································································································15
2. 기술통계와 추리통계 ··································································································15
3. 측정과 척도 ················································································································17

Ⅱ장 연구 대상 ·························································································································19
1. 모집단과 표본 ·············································································································19
2. 표집 ·····························································································································20

Ⅲ장 집중경향치와 변산도 ····································································································23
1. 집중경향치 ··················································································································23
2. 변산도 ·························································································································24

Ⅳ장 정규분포와 편포 ············································································································27
1. 정규분포 ······················································································································27
2. 편포도 ·························································································································28
3. 첨도 ·····························································································································29

Ⅴ장 변인과 가설 ·····················································································································31
1. 변인의 유형 ················································································································31
2. 통계적 가설의 유형 ····································································································32
3. 가설의 검증 ················································································································33

Ⅵ장 실험 설계와 조사 설계 ································································································35
1. 실험 설계 ····················································································································35
2. 유사 실험 설계 ···········································································································36
3. 조사 설계 ····················································································································36


제 2 부 SPSS의 기초
Ⅰ장 SPSS 소개 및 시작 ·······································································································39
1. 소개 ·····························································································································39
2. SPSS의 설치 및 실행 ································································································40

Ⅱ장 자료 입력 및 변환 ········································································································41
1. 자료 입력 ····················································································································41
2. 자료 변환 ····················································································································44

Ⅲ장 출력 결과 저장 ···············································································································51
1. 결과 파일 저장 ···········································································································51
2. 결과 파일 불러오기 ····································································································55

Ⅳ장 기술통계 ···························································································································59
1. 개념 ·····························································································································59
2. 사용 목적 ····················································································································59
3. 기본 가정 ····················································································································60
4. 연구 상황 ····················································································································61
5. 실행 과정 ····················································································································61
6. 분석 결과 해석 ···········································································································64
7. 보고서 작성 ················································································································64


제 3 부 초급통계
Ⅰ장 빈도분석 ···························································································································69
1. 개념 ·····························································································································69
2. 사용 목적 ····················································································································69
3. 기본 가정 ····················································································································69
4. 연구 상황 ····················································································································71
5. 실행 과정 ····················································································································71
6. 분석 결과 해석 ···········································································································74
7. 보고서 작성 ················································································································76

Ⅱ장 교차분석 ···························································································································79
1. 개념 ·····························································································································79
2. 사용 목적 ····················································································································79
3. 기본 가정 ····················································································································79
4. 연구 상황 ····················································································································80
5. 실행 과정 ····················································································································80
6. 분석 결과 해석 ···········································································································83
7. 보고서 작성 ················································································································86

Ⅲ장 t-검증 ·······························································································································87
1. 개념 ·····························································································································87
2. 사용 목적 ····················································································································87
3. 기본 원리 ····················································································································87
4. 연구 상황 ····················································································································88
5. 실행 과정 ····················································································································88
6. 분석 결과 해석 ···········································································································92
7. 보고서 작성 ················································································································93

Ⅳ장 상관분석 ···························································································································95
1. 개념 ·····························································································································95
2. 사용 목적 ····················································································································95
3. 기본 원리 ····················································································································95
4. 연구 상황 ····················································································································96
5. 실행 과정 ····················································································································96
6. 분석 결과 해석 ···········································································································99
7. 보고서 작성 ··············································································································101

Ⅴ장 변량분석 ·························································································································103
1. 개념 ···························································································································103
2. 사용 목적 ··················································································································103
3. 기본 원리 ··················································································································103
4. 연구 상황 ··················································································································104
5. 실행 과정 ··················································································································104
6. 분석 결과 해석 ········································································································108
7. 보고서 작성 ··············································································································112


제 4 부 중급통계
Ⅰ장 공변량분석 ·····················································································································115
1. 개념 ···························································································································115
2. 사용 목적 ··················································································································115
3. 기본 원리 ··················································································································115
4. 연구 상황 ··················································································································116
5. 실행 과정 ··················································································································116
6. 분석 결과 해석 ········································································································119
7. 보고서 작성 ··············································································································121

Ⅱ장 회귀분석 ·························································································································123
1. 개념 ···························································································································123
2. 사용 목적 ··················································································································123
3. 기본 원리 ··················································································································123
4. 연구 상황 ··················································································································124
5. 실행 과정 ··················································································································124
6. 분석 결과 해석 ········································································································131
7. 보고서 작성 ··············································································································134

Ⅲ장 신뢰도분석 ·····················································································································135
1. 개념 ···························································································································135
2. 사용 목적 ··················································································································135
3. 기본 원리 ··················································································································135
4. 연구 상황 ··················································································································136
5. 실행 과정 ··················································································································137
6. 분석 결과 해석 ········································································································140
7. 보고서 작성 ··············································································································144

Ⅳ장 탐색적 요인분석 ··········································································································147
1. 개념 ···························································································································147
2. 사용 목적 ··················································································································147
3. 기본 원리 ··················································································································147
4. 연구 상황 ··················································································································148
5. 실행 과정 ··················································································································149
6. 분석 결과 해석 ········································································································156
7. 보고서 작성 ··············································································································161

Ⅴ장 판별분석 ·························································································································163
1. 개념 ···························································································································163
2. 사용 목적 ··················································································································163
3. 기본 가정 ··················································································································164
4. 기본 원리 ··················································································································164
5. 연구 상황 ··················································································································165
6. 실행 과정 ··················································································································165
7. 분석 결과 해석 ········································································································169
8. 보고서 작성 ··············································································································172

Ⅵ장 다중응답분석 ················································································································177
1. 개념 ···························································································································177
2. 사용 목적 ··················································································································177
3. 기본 가정 ··················································································································177
4. 기본 원리 ··················································································································179
5. 연구 상황 ··················································································································181
6. 실행 과정 ··················································································································181
7. 분석 결과 해석 ········································································································184
8. 보고서 작성 ··············································································································186


제 5 부 고급통계
Ⅰ장 비모수적 검정 ··············································································································191
1. 개념 ···························································································································191
2. 사용 목적 ··················································································································191
3. 기본 가정 ··················································································································191
4. 기본 원리 ··················································································································192
5. 연구 상황 ··················································································································192
6. 실행 과정 ··················································································································193
7. 분석 결과 해석 ········································································································197
8. 보고서 작성 ··············································································································199

Ⅱ장 정준상관분석 ················································································································203
1. 개념 ···························································································································203
2. 사용 목적 ··················································································································203
3. 기본 가정 ··················································································································204
4. 기본 원리 ··················································································································204
5. 연구 상황 ··················································································································204
6. 실행 과정 ··················································································································205
7. 분석 결과 해석 ········································································································206
8. 보고서 작성 ··············································································································208

Ⅲ장 경로분석 ·························································································································211
1. 개념 ···························································································································211
2. 사용 목적 ··················································································································211
3. 기본 가정 ··················································································································211
4. 기본 원리 ··················································································································212
5. 연구 상황 ··················································································································212
6. 실행 과정 ··················································································································213
7. 분석 결과 해석 ········································································································218
8. 보고서 작성 ··············································································································222

Ⅳ장 구조방정식 모형 분석 ································································································225
1. 개념 ···························································································································225
2. 사용 목적 ··················································································································225
3. 기본 가정 ··················································································································225
4. 기본 원리 ··················································································································226
5. 연구 상황 ··················································································································226
6. 실행 과정 ··················································································································227
7. 분석 결과 해석 ········································································································232
8. 보고서 작성 ··············································································································236

Ⅴ장 확인적 요인분석 ··········································································································239
1. 개념 ···························································································································239
2. 사용 목적 ··················································································································239
3. 기본 가정 ··················································································································239
4. 기본 원리 ··················································································································240
5. 연구 상황 ··················································································································240
6. 실행 과정 ··················································································································241
7. 분석 결과 해석 ········································································································245
8. 보고서 작성 ··············································································································249

Ⅵ장 위계선형분석(HLM) ····································································································251
1. 개념 ···························································································································251
2. 사용 목적 ··················································································································251
3. 기본 원리 ··················································································································251
4. 연구 상황 ··················································································································254
5. 실행 과정 ··················································································································254
6. 분석 결과 ··················································································································264
7. 보고서 작성 ··············································································································269

참고문헌 / 271

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한국교육개발원 연구위원
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