心理学报 ›› 2024, Vol. 56 ›› Issue (7): 911-925.doi: 10.3724/SP.J.1041.2024.00911
• 中国社会变迁中的文化、心理与行为变化专刊 • 上一篇 下一篇
收稿日期:
2022-09-01
发布日期:
2024-05-21
出版日期:
2024-07-25
通讯作者:
彭凯平, E-mail: pengkp@mail.tsinghua.edu.cn;基金资助:
WU Michael Shengtao1(), WANG Yuling2,3, PENG Kaiping2()
Received:
2022-09-01
Online:
2024-05-21
Published:
2024-07-25
摘要:
随着全球范围内的现代化变迁, 个人主义异常增长, 但这一增长究竟是自我的功利扩张(如利益至上)、还是理性提升(如人格独立), 引发了众多学者的反思。预研究建立了理性个人主义(如独立、自主、开拓、进取)和功利个人主义(如财产、利益、快乐、享受)词典。进而对谷歌中文图书语料库(1980~2019)的词频分析显示, 理性个人主义显著下降, 功利个人主义显著增长(研究1); 词嵌入分析表明, 自我靶词与理性(vs.功利)个人主义属性词的相对语义关联也呈下降趋势(研究2)。总之, 中国社会近几十年来的文化转型并非个人主义的简单增长, 而是出现了理性个人主义下降、功利个人主义增长的趋势。这表明, 理性式微、功利扩张的价值失衡是社会变迁的重要议题, 其背后的多重自我结构、演化路径及社会精神动力的培育还有待未来深入研究。
中图分类号:
吴胜涛, 王予灵, 彭凯平. (2024). 理性式微、功利扩张?近40年中国社会两种个人主义的变迁. 心理学报, 56(7), 911-925.
WU Michael Shengtao, WANG Yuling, PENG Kaiping. (2024). More utilitarian and less rational? Social change and two types of individualism over the last 40 years in China. Acta Psychologica Sinica, 56(7), 911-925.
理性个人主义词典 | 功利个人主义词典 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
编号 | 词汇 | 对应特征 | 排序 | 评分 (M ± SD) | 语料库特征 次数 (频率) | 编号 | 词汇 | 对应特征 | 排序 | 评分 (M ± SD) | 语料库特征 次数 (频率) |
1 | 独立 | 独立人格 | 3 | 8.15 ± 1.79 | 162 (1.70%) | 1 | 利益 | 自然权利 | 1 | 8.66 ± 1.77 | 1993 (2.09%) |
2 | 自主 | 独立人格 | 1 | 8.30 ± 1.77 | 121 (0.13%) | 2 | 权利 | 自然权利 | 16 | 8.15 ± 1.93 | 1257 (1.32%) |
3 | 自觉 | 独立人格 | 4 | 7.68 ± 2.02 | 755 (0.79%) | 3 | 财富 | 自然权利 | 13 | 8.11 ± 2.03 | 468 (0.49%) |
4 | 勤奋 | 进取精神 | 13 | 6.38 ± 2.57 | 110 (0.12%) | 4 | 财产 | 自然权利 | 9 | 7.92 ± 2.21 | 701 (0.73%) |
5 | 努力 | 进取精神 | 15 | 6.61 ± 2.46 | 174 (0.18%) | 5 | 赢得 | 自然权利 | 2 | 8.05 ± 1.87 | 162 (0.17%) |
6 | 开拓 | 进取精神 | 11 | 6.63 ± 2.52 | 291 (0.30%) | 6 | 快乐 | 感觉经验 | 11 | 6.36 ± 2.49 | 353 (0.37%) |
7 | 开创 | 进取精神 | 14 | 6.61 ± 2.51 | 173 (0.18%) | 7 | 享受 | 感觉经验 | 12 | 6.76 ± 2.53 | 508 (0.53%) |
8 | 工作 | 进取精神 | 20 | 6.07 ± 2.28 | 10531 (11.02%) | 8 | 舒适 | 感觉经验 | 15 | 6.60 ± 2.50 | 154 (0.16%) |
9 | 奋斗 | 进取精神 | 18 | 6.68 ± 2.30 | 453 (0.47%) | 9 | 获得 | 自然权利 | 3 | 7.74 ± 1.94 | 2394 (2.51%) |
10 | 创造 | 进取精神 | 16 | 6.63 ± 2.66 | 3122 (3.27%) | 10 | 报酬 | 自然权利 | 10 | 7.78 ± 1.99 | 301 (0.31%) |
11 | 能力 | 独立人格 | 8 | 7.16 ± 2.26 | 3108 (3.25%) | 11 | 金钱 | 自然权利 | 7 | 8.32 ± 1.85 | 218 (0.23%) |
12 | 才能 | 独立人格 | 10 | 7.08 ± 2.26 | 3554 (3.72%) | 12 | 愉快 | 感觉经验 | 18 | 6.76 ± 2.47 | 454 (0.48%) |
13 | 进取 | 进取精神 | 5 | 7.52 ± 2.02 | 117 (0.12%) | 13 | 好处 | 自然权利 | 8 | 8.21 ± 1.83 | 437 (0.46%) |
14 | 人格 | 独立人格 | 6 | 7.72 ± 2.11 | 344 (0.36%) | 14 | 乐意 | 感觉经验 | 19 | 6.61 ± 2.65 | 106 (0.11%) |
表1 理性/功利个人主义词典
理性个人主义词典 | 功利个人主义词典 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
编号 | 词汇 | 对应特征 | 排序 | 评分 (M ± SD) | 语料库特征 次数 (频率) | 编号 | 词汇 | 对应特征 | 排序 | 评分 (M ± SD) | 语料库特征 次数 (频率) |
1 | 独立 | 独立人格 | 3 | 8.15 ± 1.79 | 162 (1.70%) | 1 | 利益 | 自然权利 | 1 | 8.66 ± 1.77 | 1993 (2.09%) |
2 | 自主 | 独立人格 | 1 | 8.30 ± 1.77 | 121 (0.13%) | 2 | 权利 | 自然权利 | 16 | 8.15 ± 1.93 | 1257 (1.32%) |
3 | 自觉 | 独立人格 | 4 | 7.68 ± 2.02 | 755 (0.79%) | 3 | 财富 | 自然权利 | 13 | 8.11 ± 2.03 | 468 (0.49%) |
4 | 勤奋 | 进取精神 | 13 | 6.38 ± 2.57 | 110 (0.12%) | 4 | 财产 | 自然权利 | 9 | 7.92 ± 2.21 | 701 (0.73%) |
5 | 努力 | 进取精神 | 15 | 6.61 ± 2.46 | 174 (0.18%) | 5 | 赢得 | 自然权利 | 2 | 8.05 ± 1.87 | 162 (0.17%) |
6 | 开拓 | 进取精神 | 11 | 6.63 ± 2.52 | 291 (0.30%) | 6 | 快乐 | 感觉经验 | 11 | 6.36 ± 2.49 | 353 (0.37%) |
7 | 开创 | 进取精神 | 14 | 6.61 ± 2.51 | 173 (0.18%) | 7 | 享受 | 感觉经验 | 12 | 6.76 ± 2.53 | 508 (0.53%) |
8 | 工作 | 进取精神 | 20 | 6.07 ± 2.28 | 10531 (11.02%) | 8 | 舒适 | 感觉经验 | 15 | 6.60 ± 2.50 | 154 (0.16%) |
9 | 奋斗 | 进取精神 | 18 | 6.68 ± 2.30 | 453 (0.47%) | 9 | 获得 | 自然权利 | 3 | 7.74 ± 1.94 | 2394 (2.51%) |
10 | 创造 | 进取精神 | 16 | 6.63 ± 2.66 | 3122 (3.27%) | 10 | 报酬 | 自然权利 | 10 | 7.78 ± 1.99 | 301 (0.31%) |
11 | 能力 | 独立人格 | 8 | 7.16 ± 2.26 | 3108 (3.25%) | 11 | 金钱 | 自然权利 | 7 | 8.32 ± 1.85 | 218 (0.23%) |
12 | 才能 | 独立人格 | 10 | 7.08 ± 2.26 | 3554 (3.72%) | 12 | 愉快 | 感觉经验 | 18 | 6.76 ± 2.47 | 454 (0.48%) |
13 | 进取 | 进取精神 | 5 | 7.52 ± 2.02 | 117 (0.12%) | 13 | 好处 | 自然权利 | 8 | 8.21 ± 1.83 | 437 (0.46%) |
14 | 人格 | 独立人格 | 6 | 7.72 ± 2.11 | 344 (0.36%) | 14 | 乐意 | 感觉经验 | 19 | 6.61 ± 2.65 | 106 (0.11%) |
个人主义 类型 | 年份(r) | 1980词频vs. 2019词频(SD) | d | 词频变化 比率 |
---|---|---|---|---|
理性个人主义 | −0.55*** | 0.43%−0.35% (0.04%) | −2.00 | 81.40% |
功利个人主义 | 0.75*** | 0.12%−0.19% (0.02%) | 3.50 | 158.33% |
表2 谷歌图书中文简体语料库中的多重个人主义词频变化(1980~2019)
个人主义 类型 | 年份(r) | 1980词频vs. 2019词频(SD) | d | 词频变化 比率 |
---|---|---|---|---|
理性个人主义 | −0.55*** | 0.43%−0.35% (0.04%) | −2.00 | 81.40% |
功利个人主义 | 0.75*** | 0.12%−0.19% (0.02%) | 3.50 | 158.33% |
年份(r) | 1980词频vs. 2019词频(SD) | d | 词频变化比率 | |
---|---|---|---|---|
理性个人主义 | −0.33*** | 0.04%−0.04% (0.00%) | 0.91 | 108.55% |
功利个人主义 | −0.77*** | 0.06%−0.03% (0.01%) | −3.00 | 50.00% |
表S1 谷歌图书中文简体语料库中可能有负性效价的理性、功利个人主义词频变化(1980~2019)
年份(r) | 1980词频vs. 2019词频(SD) | d | 词频变化比率 | |
---|---|---|---|---|
理性个人主义 | −0.33*** | 0.04%−0.04% (0.00%) | 0.91 | 108.55% |
功利个人主义 | −0.77*** | 0.06%−0.03% (0.01%) | −3.00 | 50.00% |
年代 | ANOVA | |||||
---|---|---|---|---|---|---|
1980年代 | 1990年代 | 2000年代 | 2010年代 | F | ηp2 | |
理性个人主义 | 0.46% ± 0.02% | 0.49% ± 0.00% | 0.47% ± 0.00% | 0.41% ± 0.05% | 18.98 | 0.61*** |
功利个人主义 | 0.13% ± 0.01% | 0.16% ± 0.00% | 0.19% ± 0.01% | 0.17% ± 0.02% | 43.19 | 0.78*** |
表S2 谷歌图书中文简体语料库中不同年代理性、功利个人主义的词频变化
年代 | ANOVA | |||||
---|---|---|---|---|---|---|
1980年代 | 1990年代 | 2000年代 | 2010年代 | F | ηp2 | |
理性个人主义 | 0.46% ± 0.02% | 0.49% ± 0.00% | 0.47% ± 0.00% | 0.41% ± 0.05% | 18.98 | 0.61*** |
功利个人主义 | 0.13% ± 0.01% | 0.16% ± 0.00% | 0.19% ± 0.01% | 0.17% ± 0.02% | 43.19 | 0.78*** |
年代 | ANOVA | ||||||
---|---|---|---|---|---|---|---|
1980年代 | 1990年代 | 2000年代 | 2010年代 | F | ηp2 | p | |
自我-理性/功利个人主义a | 0.01 ± 0.01 | 0.01 ± 0.01 | 0.01 ± 0.00 | 0.00 ± 0.01 | 6.86 | 0.36 | < 0.001 |
表S3 谷歌图书中文语料库的两种个人主义变迁
年代 | ANOVA | ||||||
---|---|---|---|---|---|---|---|
1980年代 | 1990年代 | 2000年代 | 2010年代 | F | ηp2 | p | |
自我-理性/功利个人主义a | 0.01 ± 0.01 | 0.01 ± 0.01 | 0.01 ± 0.00 | 0.00 ± 0.01 | 6.86 | 0.36 | < 0.001 |
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