感恩的个体主观幸福感更强?—— 一项元分析

doi:10.3724/SP.J.1042.2018.01749

摘要/Abstract

摘要：

本研究采用元分析技术探讨感恩与主观幸福感之间的关系。通过文献搜索共获得了62项研究167个独立效应量(n = 31975)。异质性检验发现, 选择随机效应模型比较合适; 敏感性分析显示, 逐步删除异质性较高研究, 感恩与主观幸福感、生活满意度、积极情感均呈显著正相关, 与消极情感呈显著负相关; 亚组检验和元回归分析表明, 感恩与主观幸福感关系受感恩测量工具、被试群体、文化背景的调节与影响。以上结果说明, 感恩的个体主观幸福感更强, 同时还要考虑感恩测量工具、被试群体和文化背景在二者关系中的作用。

关键词: 感恩, 主观幸福感, 元分析, 调节效应

Abstract:

This meta-analysis was designed to explore the relationship between gratitude and subjective well-being. Through literature retrieval, 62 cases and 167 independent effect sizes together with 31975 participants which met the inclusion criteria of meta-analysis were selected. Heterogeneity test indicated that random effects model was appropriate for the meta-analysis. TheSensitivity analysis showed that there existed a significant positive correlation between gratitude with subjective well-being, satisfaction with life, positive affect, yet there existed a negative correlation between gratitude and negative affect after progressively deleting the higher heterogeneity studies. The Subgroups analysis and Meta-regression analysis revealed that the relationship between gratitude and subjective well-being was moderated and influenced by gratitude measurement tools, type of participants, and culture background. The above results indicated that grateful individuals have stronger subjective well-being, meanwhile, the function of the gratitude measurement tool, the subjects and the cultural background is also taken into consideration.

Key words: gratitude, subjective well-being, meta-analysis, moderate effect

丁凤琴, 赵虎英. (2018). 感恩的个体主观幸福感更强?—— 一项元分析. 心理科学进展 , 26(10), 1749-1763.

Fengqin DING, Huying ZHAO. (2018). Is the individual subjective well-being of gratitude stronger?A meta-analysis. Advances in Psychological Science, 26(10), 1749-1763.

参考文献

1	卜琳 . ( 2013). 中学生感恩和相关因素的研究及教育意义*(硕士学位论文). 天津师范大学, 天津.
2	陈郑 . ( 2013). 大学生感戴与心理健康、主观幸福感的关系研究. 科教文汇,* ( 6), 175-176.
3	董霞 . ( 2008). 感戴与心理健康、主观幸福感的关系研究*(硕士学位论文). 南京师范大学, 南京.
4	甘启颖. ( 2009). 大学生感恩心理对主观幸福感影响的实证研究*(硕士学位论文). 陕西师范大学, 西安.
5	高良, 郑雪, 严标宾 . ( 2010). 幸福感的中西差异:自我建构的视角. 心理科学进展,18( 7), 1041-1045.
6	何安明, 惠秋平, 刘华山 . ( 2013). 外显感恩、相对内隐感恩和整体内隐感恩. 心理学探新, 33( 4), 368-373.
7	何安明, 刘华山, 惠秋平 . ( 2012). 基于特质感恩的青少年感恩量表的编制——以自陈式量表初步验证感恩三维结构理论. 华东师范大学学报(教育科学版), 30( 2), 62-69.
8	和娟 . ( 2015). 一般自我效能感在感戴、生活满意度间的中介效应. 中国健康心理学杂志*, 23( 7), 1011-1014.
9	黄慧 . ( 2014). 大学生物质主义价值观、感恩与主观幸福感的关系研究*(硕士学位论文). 湖南师范大学, 长沙.
10	惠秋平 . ( 2010). 大学生情绪智力、主观幸福感与感恩倾向的关系研究*(硕士学位论文). 信阳师范学院, 信阳.
11	蒋怀滨, 张斌, 黄艳红, 黄萍萍, 樊孟婷, 徐珍 . ( 2015). 内隐社会认知视角下大学生感恩对幸福感的预测作用. 江西理工大学学报*, 36( 6), 86-89.
12	李霞, 张建新, 张镇 . ( 2015). 大学生互惠倾向与生活满意度: 感戴的中介作用. 中国临床心理学杂志*, 23( 1), 129-132.
13	李旭, 郑雪 . ( 2015). 大学生感戴水平对主观幸福感的影响: 人际困扰的调节作用. 南方论刊*, ( 6), 74-75.
14	李艳, 陈赛群 . ( 2014). 感恩与高职生幸福感、焦虑抑郁的关系. 浙江工贸职业技术学院学报*, 14( 4), 23-26.
15	李艳艳 . ( 2015). “主观幸福感”在构建和谐社会中的意义. 高教学刊, ( 17), 228-229.
16	连灵 . ( 2017). 大学生领悟社会支持和感恩在尽责性和心理幸福感间的序列中介作用. 心理技术与应用*, 5( 3), 154-159.
17	梁宏宇, 陈石, 熊红星, 孙配贞, 李放, 郑雪 . ( 2015). 人际感恩: 社会交往中重要的积极情绪. 心理科学进展,23( 3), 479-488.
18	廖军和, 欧阳儒阳, 左春荣, 李相南, 苏永强 . ( 2015). 贫困大学生感戴与主观幸福感的关系: 链式中介效应分析. 中国临床心理学杂志*, 23( 4), 722-724.
19	林婵 . ( 2014). 大学生感恩、社会支持与心理幸福感的关系研究*(硕士学位论文). 吉林大学, 长春.
20	刘静 . ( 2012). 大学生感恩、非理性信念与主观幸福感的关系研究*(硕士学位论文). 哈尔滨工程大学, 哈尔滨.
21	刘霞, 赵景欣, 申继亮 . ( 2013). 歧视知觉对城市流动儿童幸福感的影响:中介机制及归属需要的调节作用. 心理学报, 45( 5), 568-584.
22	刘晓岚 . ( 2008). 大学生的感戴与其自我概念、社会支持的关系研究(硕士学位论文). 贵州师范大学, 贵阳.
23	陆超祥, 马文燕, 郭子仪 . ( 2016). 高职生感恩与主观幸福感的关系: 自尊的中介效应——以贵州省高等职业教育为例. 贵州师范学院学报*, 32( 10), 90-95.
24	罗利, 周天梅 . ( 2015). 中学生感恩与主观幸福感的关系: 抗挫折能力与社会支持的中介作用. 心理发展与教育*, 31( 4), 467-474.
25	马丽 . ( 2011). 感恩与主观幸福感: 中介效应和调节效应的探讨*(硕士学位论文). 南京大学, 南京.
26	马永泽 . ( 2016). 大学生感恩对生活满意度的影响: 社会支持的中介作用. 兵团教育学院学报*, 26( 5), 35-38.
27	苗静宇, 陈启山, 高姜明 . ( 2013). 初中生感恩自尊与主观幸福感的关系. 校园心理*, 11( 4), 233-235.
28	彭秀 . ( 2015). 运动员感恩、领悟社会支持与主观幸福感的关系研究*(硕士学位论文). 华中师范大学, 武汉.
29	彭运石, 莫文 . ( 2011). 社会和谐视野下的主观幸福感研究. 心理与行为研究, ( 增刊), 82-84.
30	* 邱会霞 . ( 2017). 高中生感恩、生命意义和幸福感的关系(硕士学位论文). 天津师范大学, 天津.
31	石国兴, 祝伟娜 . ( 2008). 初中生感戴和主观幸福感的干预研究. 心理学探新, 28( 3), 63-66.
32	施艳 . ( 2012). 初中生感戴、社会支持与学校生活满意度的关系研究*(硕士学位论文). 沈阳师范大学, 沈阳.
33	舒亚丽, 沐守宽 . ( 2014). 中学生感恩、自尊与主观幸福感关系研究. 牡丹江师范学院学报(哲学社会科学版)*, ( 6), 128-130.
34	宋佳萌, 范会勇 . ( 2013). 社会支持与主观幸福感关系的元分析. 心理科学进展, 21( 8), 1357-1370.
35	孙配贞, 郑雪, 余祖伟 . ( 2010). 初中生感戴状况与学校生活满意度的关系: 应对方式的中介作用. 心理发展与教育*, 26( 1), 67-72.
36	王华云. ( 2012). 大学生人格、主观幸福感与感戴的关系研究*(硕士学位论文). 曲阜师范大学, 曲阜.
37	王建平, 喻承甫, 曾毅茵, 叶婷, 张卫 . ( 2011). 青少年感恩的影响因素及其机制. 心理发展与教育, 27( 3), 260-266.
38	王洁, 陈健芷, 杨琳, 高爽 . ( 2013). 感觉寻求与网络成瘾关系的元分析. 心理科学进展, 21( 10), 1720-1730.
39	王艳辉, 张少浩 . ( 2012). 大学生主观幸福感、感恩与利他行为的关系研究. 中国电力教育*, ( 23), 129-130.
40	王元元, 余嘉元, 潘月强 . ( 2012). 大学生感戴与主观幸福感的关系研究. 中国健康心理学杂志*, 20( 2), 280-282.
41	谢晓东, 张卫, 喻承甫, 周雅颂, 叶瀚琛, 陈嘉俊 . ( 2013). 青少年物质主义与幸福感的关系: 感恩的中介作用. 心理科学*, 36( 3), 638-646.
42	谢振旺. ( 2010). 大学生感恩特质的量表及实验研究*(硕士学位论文). 福建师范大学, 福州.
43	谢振旺. ( 2013). 高职学生的感恩与生活满意度: 寝室人际的中介作用. 广东青年职业学院学报*, 27( 3), 48-51.
44	徐璐璐, 贺雯 . ( 2016). 大学生好奇心与幸福感的关系: 感恩的中介作用. 社会心理科学*, 31( 2), 39-43.
45	荀龄萱. ( 2016). 高中生宽恕倾向、感恩与主观幸福感的关系研究*(硕士学位论文). 吉林大学, 长春.
46	杨强, 叶宝娟 . ( 2014). 感恩对青少年生活满意度的影响: 领悟社会支持的中介作用及压力性生活事件的调节作用. 心理科学*, 37( 3), 610-616.
47	喻承甫, 张卫, 李董平, 肖婕婷 . ( 2010). 感恩及其与幸福感的关系. 心理科学进展, 18( 7), 1110-1121.
48	喻承甫, 张卫, 曾毅茵, 叶婷, 李月明, 王姝君 . ( 2011). 青少年感恩与问题行为的关系:学校联结的中介作用. 心理发展与教育, 27( 4), 425-433.
49	禹玉兰, 罗军, 黄智, 焦桂花, 万崇华 . ( 2013). 大学生感恩与幸福感的现状及其关系. 中国卫生事业管理*, 30( 11), 866-870.
50	袁书杰 . ( 2012). 高校大学生感恩心理及其相关研究. 南京工程学院学报(社会科学版)*, 12( 2), 53-55.
51	曾妍 . ( 2013). 团体归因训练对高职生感恩及主观幸福感的影响研究*(硕士学位论文). 苏州大学, 苏州.
52	曾昱, 夏凌翔 . ( 2013) 中学生自立人格与主观幸福感的关系: 心理资本与感恩的中介效应. 西南师范大学学报(自然科学版)*,38( 12), 145-151.
53	张惠, 周燕, 戴冰 . ( 2014). 成都地区医学生感恩、主观幸福感及其关系研究. 成都医学院学报*, 9( 5), 624-627.
54	张妍, 韩黎, 孔繁昌, 许芳 . ( 2011). 积极心理学视角下感恩与幸福感关系研究述评. 教育导刊, ( 3), 22-26.
55	朱桂萍, 姚本先 . ( 2009). 大学生感恩、主观幸福感及其相关研究. 皖西学院学报*, 25( 5), 78-80.
56	朱攀华, 王慧, 李霞 . ( 2016). 感戴在大学生存在焦虑和生活满意度之间的中介作用. 内江师范学院学报*, 31( 6), 74-77.
57	祝伟娜 . ( 2008). 初中生感戴与主观幸福感的关系及干预研究*(硕士学位论文). 河北师范大学, 石家庄.
58	*Adler M. G., & Fagley, N. S . ( 2005). Appreciation: Individual differences in finding value and meaning as a unique predictor of subjective well-being. Journal of Personality, 73( 1), 79-114.
59	Algoe S. B., Fredrickson B. L., & Gable S. L . ( 2013). The social functions of the emotion of gratitude via expression. Emotion, 13( 4), 605-609.
60	Borenstein M., Hedges L. V., Higgins J. P. T., & Rothstein H. R . ( 2009). Effect sizes based on means. In M. Borenstein, L. V. Hedges, J. P. T. Higgins, & H. R. Rothstein (Eds.), Introduction to meta-analysis( pp. 21-32). United Kingdom: John Wiley & Sons, Ltd.
61	Bradburn, N. M . ( 2015). The affect balance scale: Subjective approaches (3). In Glatzer W., Camfield L., Møller V., Rojas M.( eds), Global handbook of quality of life
62	Campbell A., ( 1976). Subjective measures of well-being. American Psychologist, 31( 2), 117-124.
63	* Chan, D. W . ( 2013). Subjective well-being of Hong Kong Chinese teachers: The contribution of gratitude, forgiveness, and the orientations to happiness. Teaching and Teacher Education, 32( 3), 22-30.
64	* Chen L. H., & Ying, H. K . ( 2008). Gratitude and adolescent athletes’ well-being. Social Indicators Research, 89( 2), 361-373.
65	Cohen J., ( 2006). Social, emotional, ethical, and academic education: Creating a climate for learning, participation in democracy, and well-being. Harvard Educational Review, 76( 2), 201-237.
66	* Datu, J. A. D . ( 2014). Forgiveness, gratitude and subjective well-being among Filipino adolescents. I nternational Journal for the Advancement of Counselling, 36( 3), 262-273.
67	* Datu J. A. D., & Mateo, N. J . ( 2015). Gratitude and life satisfaction among Filipino adolescents: The mediating role of meaning in life. International Journal for the Advancement of Counselling, 37( 2), 198-206.
68	Diener E., & Gonzalez, E. ( 2011). The validity of life satisfaction measures. Social Indicator Network News, 108, 1-5.
69	Diener E., Oishi S., & Lucas R. E . ( 2003). Personality, culture, and subjective well-being: Emotional and cognitive evaluations of life. Annual Review of Psychology, 54( 1), 403-425.
70	Diener E., Oishi S., & Lucas R.E . ( 2015). National accounts of subjective well-being. American Psychologist, 70( 3), 234-242.
71	Diener E., & Ryan. K . ( 2009). Subjective well-being: A general overview. South African Journal of Psychology, 39( 4), 391-406.
72	Diener E., Suh E. M., Lucas R. E., & Smith H. L . ( 1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125( 2), 276-302.
73	Eisenberg N., Fabes R. A., & Spinrad T. L . ( 2006). Prosocial development. In N. Eisenberg (Vol. Ed.) and W. Damon & R. M. Lerner (Series Eds.),Handbook of child psychology: Vol.3. Social, emotional, and personality development( 6th ed., pp. 646-718). Hoboken, NJ: Wiley.
74	Eisenberg N. , & Miller, P.( 1987) .Empathy, sympathy, and altruism: Empirical and conceptual links. New York: Cambridge University Press.
75	Emmons R. A., & Kneezel, T. T . ( 2005). Giving thanks: Spiritual and religious correlates of gratitude. Journal of Psychology and Christianity, 24( 2), 140-148.
76	* Emmons R. A., & McCullough, M. E . ( 2003). Counting blessings versus burdens: An experimental investigation of gratitude and subjective well-being in daily life. Journal of Personality and Social Psychology, 84( 2), 377-389.
77	Emmons R. A. , & Shelton, C. M.( 2005) . Gratitude and the science of positive psychology. In C. R. Snyder & S. J. Lopez (Eds.), Handbook of positive psychology (pp. 459-471). New York: Oxford University Press.
78	Fazio, A. F . ( 1977). A concurrent validation study of the NCHS general well-being schedule. Vital and Health Statistics, 73, 1-53.
79	Fredrickson, B. L . ( 2001). The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. American Psychologist, 56( 3), 218-226.
80	Fredrickson B. L., & Branigan, C. ( 2005). Positive emotions broaden the scope of attention and thought-action repertoires. Cognition and Emotion, 19( 3), 313-332.
81	Froh J. J., Emmons R. A., Card N. A., Bono G., & Wilson J. A . ( 2011). Gratitude and the reduced costs of materialism in adolescents. Journal of Happiness Studies, 12( 2), 289-302.
82	* Froh J. J., Fan J. Y., Emmons R. A., Bono G., Huebner E. S., & Watkins P . ( 2011). Measuring gratitude in youth: Assessing the psychometric properties of adult gratitude scales in children and adolescents. Psychological Assessment, 23( 2), 311-324.
83	* Froh J. J., Sefick W. J., & Emmons R. A . ( 2008). Counting blessings in early adolescents: An experimental study of gratitude and subjective well-being. Journal of School Psychology, 46( 2), 213-233.
84	Froh J. J., Yurkewicz C., & Kashdan T. B . ( 2009). Gratitude and subjective well-being in early adolescence: Examining gender differences. Journal of Adolescence, 32( 3), 633-650.
85	Fujita F., Diener E., & Sandvik E . ( 1991). Gender differences in negative affect and well-being: The case for emotional intensity. Journal of Personality and Social Psychology, 61( 3), 427-434.
86	Grant A. M., & Gino, F. ( 2010). A little thanks goes a long way: Explaining why gratitude expressions motivate prosocial behavior. Journal of Personality and Social Psychology, 98( 6), 946-955.
87	* Hasemeyer, M. D . ( 2013). The relationship between gratitude and psychological, social, and academic functioning in middle adolescence (Unpublished doctorial dissertation). University of South Florida.
88	Higgins J. P., Thompson S. G., Deeks J. J., & Altman D. G . ( 2003). Measuring inconsistency in meta-analyses. The BMJ, 327, 557-560.
89	Hills P., & Argyle, M. ( 2001). Emotional stability as a major dimension of happiness. Personality and Individual Differences, 31( 8), 1357-1364.
90	* Jun W. H., Lee E. S., & Lee K. L . ( 2015). Relationships among gratitude, depression, and psychological well-being in clinical nurses. Journal of Korean Academy of Psychiatric and Mental Health Nursing, 24( 2), 136-144.
91	* Kong F., Ding K., & Zhao J. J . ( 2015). The relationships among gratitude, self-esteem, social support and life satisfaction among undergraduate students. Journal of Happiness Studies, 16( 2), 477-489.
92	Kozma A., & Stones, M. J . ( 1980). The measurement of happiness: Development of the memorial university of newfoundland scale of happiness (MUNSH). Journal of Gerontology, 35( 6), 906-912.
93	Kwan V. S. Y., Bond M. H., & Singelis T. M . ( 1997). Pancultural explanations for life satisfaction: Adding relationship harmony to self-esteem. Journal of Personality and Social Psychology, 73( 5), 1038-1051.
94	La Guardia J. G., Ryan R. M., Couchman C. E., & Deci E. L . ( 2000). Within-person variation in security of attachment: A self-determination theory perspective on attachment, need fulfillment, and well-being. Journal of Personality and Social Psychology, 79( 3), 367-384.
95	* Lin, C. C . ( 2014). A higher-order gratitude uniquely predicts subjective well-being: Incremental validity above the personality and a single gratitude. Social Indicators Research, 119( 2), 909-924.
96	* Lin, C. C . ( 2016). The roles of social support and coping style in the relationship between gratitude and well-being. Personality and Individual Differences, 89, 13-18.
97	Lipsey M. W., & Wilson, D. B . ( 2001). The way in which intervention studies have “personality” and why it is important to meta-analysis. Evaluation and the Health Professions, 24( 3), 236-254.
98	Markus H. R., Kitayama S., & Heiman R. J . ( 1996). Culture and “Basic” psychological principles. InSocial psychology: Handbook of basic principles ( pp. 857-913). New York: Guilford.
99	Martin A. J., & Dowson, M. ( 2009). Interpersonal relationships, motivation, engagement, and achievement: Yields for theory, current issues, and educational practice. Review of Educational Research, 79( 1), 327-365.
100	Martínez-Martí M. L., Avia M. D., & Hernández-Lloreda M. J . ( 2010). The effects of counting blessings on subjective well-being: A gratitude intervention in a Spanish sample. The Spanish Journal of Psychology, 13( 2), 886-896.
101	McCullough M. E., Emmons R. A., & Tsang J. A . ( 2002). The grateful disposition: A conceptual and empirical topography. Journal of Personality and Social Psychology, 82( 1), 112-127.
102	* McCullough M. E., Tsang J. A., & Emmons R. A . ( 2004). Gratitude in intermediate affective terrain: Links of grateful moods to individual differences and daily emotional experience. Journal of Personality and Social Psychology, 86(2), 295-309.
103	Naito T., Wangwan J., & Tani M . ( 2005). Gratitude in university students in Japan and Thailand. Journal of Cross-Cultural Psychology, 36( 2), 247-263.
104	Oishi S., & Diener, E. ( 2001). Goals, culture, and subjective well-being. Personality and Social Psychology Bulletin, 27( 12), 1674-1682.
105	Park N., Peterson C ., & Seligman, M. E. P. ( 2004). Strengths of character and well-being. Journal of Social and Clinical Psychology, 23( 5), 603-619.
106	Rash J. A., Matsuba M. K., & Prkachin K. M . ( 2011). Gratitude and well-being: Who benefits the most from a gratitude intervention? Applied Psychology: Health and Well-being, 3( 3), 350-369.
107	Rothstein H. R., Sutton A. J., & Borenstein M . ( 2005). Publication bias in meta-analysis: Prevention, assessment and adjustments. Chichester: John Wiley & Sons Ltd.
108	Satterfield, J. M . ( 2001). Happiness, excellence, and optimal human functioning. Western Journal of Medicine, 174( 1), 26-29.
109	Sheldon K. M., & Lyubomirsky, S. ( 2006). Achieving sustainable gains in happiness: Change your actions, not your circumstances. Journal of Happiness Studies, 7( 1), 55-86.
110	Sommers S., & Kosmitzk, C. ( 1988). Emotion and social context: An American-German comparison. British Journal of Social Psychology, 27( 1), 35-49.
111	* Tian L. L., Du M. M., & Huebner E. S . ( 2015). The effect of gratitude on elementary school students’ subjective well-being in schools: The mediating role of prosocial behavior. Social Indicators Research, 122( 3), 887-904.
112	* Tian L. L., Pi L. Y., Huebner E. S., & Du M. M . ( 2016). Gratitude and adolescents’ subjective well-being in school: The multiple mediating roles of basic psychological needs satisfaction at school. Frontiers in Psychology, 7, 1409.
113	Tsang J. A., Carpenter T. P., Roberts J. A., Frisch M. B., & Carlisle R. D . ( 2014). Why are materialists less happy? the role of gratitude and need satisfaction in the relationship between materialism and life satisfaction. Personality and Individual Differences, 64( 4), 62-66.
114	Watkins P. C. ( 2004). Gratitude and subjective well-being. In R. A. Emmons & M. E. McCullough (Eds.), Series in affective science. The psychology of gratitude (pp. 167-192). New York: Oxford University Press.
115	* Watkins P. C., Woodward K., Stone T., & Kolts R. L . ( 2003). Gratitude and happiness: Development of a measure of gratitude, and relationships with subjective well-being. Social Behavior and Personality: An International Journal, 31( 5), 431-452.
116	Watson D., Clark L. A., & Tellegen A . ( 1988). Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology, 54( 6), 1063-1070.
117	* Wood, A. M . ( 2008). Individual differences in gratitude and their relationship with well-being (Unpublished doctorial dissertation). The University of Warwick.
118	*Wood A. M., Froh J. J ., & Geraghty, A. W. A. ( 2010). Gratitude and well-being: A review and theoretical integration. Clinical Psychology Review, 30( 7), 890-905.
119	Wood A. M., Joseph S., & Maltby J . ( 2008). Gratitude uniquely predicts satisfaction with life: Incremental validity above the domains and facets of the five factor model. Personality and Individual Differences, 45( 1), 49-54.
120	* Wood A. M., Joseph S., & Maltby J . ( 2009). Gratitude predicts psychological well-being above the big five facets. Personality and Individual Differences, 46( 4), 443-447.
121	Wood A. M., Maltby J., Gillett R., Linley P. A., & Joseph S . ( 2008). The role of gratitude in the development of social support, stress, and depression: two longitudinal studies. Journal of Research in Personality, 42( 4), 854-871.
122	Wood A. M., Maltby J., Stewart N., & Joseph S . ( 2008). Conceptualizing gratitude and appreciation as a unitary personality trait. Personality and Individual Differences, 44( 3), 621-632.

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