作为溯因推理研究方法的因果过程追踪及其在公共政策研究中的应用Causal Process Tracing as an Abductive Reasoning Method and Its Application to Public Policy Research:Noteworthy English Publications of the Season
孙婧婧,和经纬
摘要(Abstract):
公共政策的学术研究同其他社会科学一样,都追求对因果机制的解释。然而,现实世界的公共政策过程往往非常复杂,传统的量化研究方法很难完全解释因果机制。近年来,因果过程追踪(Causal Process Tracing,简称CPT)作为一种基于溯因推理逻辑的实证研究方法,在多方法研究(multi-method research)中得到越来越广泛的应用。该方法使用严密的案例内推断来追踪事件,透过过程分析撬开将原因和结果联系起来的因果机制,具有识别并纠正虚假因果关联以及遗漏变量偏误等内生性问题等方法论优势,有助于弥合质性研究和量化研究的鸿沟。因果过程追踪方法不受意识形态的限制,其包容的理论多元性为公共政策研究提供了独特的分析视角和框架,具有较高的推介价值。在梳理因果过程追踪方法发展脉络的基础上,本文选取了近期发表在著名国际学术期刊上的4篇关于因果过程追踪方法的学术论文,着重评介这一方法在公共政策学术研究中的价值和操作策略,以期推动中国公共政策研究的方法论多元化。
关键词(KeyWords): 因果过程追踪;溯因推理;因果机制;贝叶斯推断;公共政策研究方法
基金项目(Foundation):
作者(Author): 孙婧婧,和经纬
参考文献(References):
- 比奇D,佩德森R B.2020.过程追踪法:基本原理与指导方针[M].汪卫华,译.上海:格致出版社.Beach D,Pedersen R B.2020.Process-tracing methods:Foundations and guidelines[M].Wang W H,trans.Shanghai:Gezhi Publishing Press.(in Chinese)
- 陈振明,薛澜.2007.中国公共管理理论研究的重点领域和主题[J].中国社会科学,(3):140-152.Chen Z M,Xue L.2007.Major fields and subjects for public administration theory in China[J].Social Sciences in China,(3):140-152.(in Chinese)
- 耿曙,余莎,孔晏.2016.实验方法在公共政策研究中的应用---以纳税遵从为例[J].公共管理与政策评论,5(3):45-52.Geng S,Yu S,Kong Y.2016.Studying public policy with experimental methods:Lessons from a tax compliance experiment[J].Public Administration and Policy Review,5(3):45-52.(in Chinese)
- 和经纬.2008.中国公共政策评估研究的方法论取向:走向实证主义[J].中国行政管理,(9):118-124.He J W.2008.Methodological orientation for China's public policy evaluation:Towards positivism[J].Chinese Public Administration,(9):118-124.(in Chinese)
- 和经纬.2009.全国性医疗卫生政策评估的方法论策略---墨西哥全民医保政策评估的经验[J].公共管理评论,8(1):161-170.He J W.2009.The methodological strategy for national health policy evaluation:The case of policy evaluation of Mexico's Seguro Popular de Salud[J].China Public Administration Review,8(1):161-170.(in Chinese)
- 刘帮成.2019.中国场景下的公共服务动机研究:一个系统文献综述[J].公共管理与政策评论,(5):3-17.Liu B C.2019.Public service motivation in Chinese context:A systematic review[J].Public Administration and Policy Review,(5):3-17.(in Chinese)
- 马骏.2012.中国公共行政学研究:反思与展望[J].公共行政评论,5(1):38-45.Ma J.2012.The study of Public Administration in China:Reflection and prospect[J].Journal of Public Administration,5(1):38-45.(in Chinese)
- 曲博.2010.因果机制与过程追踪法[J].世界经济与政治,(4):97-108.Qu B.2010.Causal mechanism and process-tracing method[J].World Economics and Politics,(4):97-108.(in Chinese)
- 姚洋,席天扬.2018.中国新叙事:中国特色政治、经济体制的运行机制分析[M].上海:格致出版社.Yao Y,Xi T Y.2018.China-a new narrative:Analysis of the operating mechanism of China's political and economic system[M].Shanghai:Gezhi Publishing House.(in Chinese)
- 张长东.2018.社会科学中的因果机制:微观基础和过程追踪[J].公共管理评论,(1):10-21.Zhang C D.2018.Causal mechanisms in the social sciences:The micro-foundation and process tracking[J].China Public Administration Review,(1):10-21.(in Chinese)
- 张静.2018.案例分析的目标:从故事到知识[J].中国社会科学,(8):126-142.Zhang J.2018.The goal of case analysis:From story to knowledge[J].Social Sciences in China,(8):126-142.(in Chinese)
- 朱天飚.2017.质性研究:从实证到解析[J].公共管理评论,(3):5-14.Zhu T B.2017.Qualitative research:From empirical to analytical traditions[J].China Public Administration Review,(3):5-14.(in Chinese)
- Beach D.2016.What are we actually tracing?Process tracing and the benefits of conceptualizing causal mechanisms as systems[J].Qualitative&Multi-method Research,14(1/2):15-22.
- Beach D,Pedersen R B.2019.Process-tracing methods:Foundations and guidelines[M].2nd ed.Ann Arbor:University of Michigan Press.
- Beach D,Littvay L.2020.A more conscious experimental design:How more explicit use of process tracing can improve experiments[R].APSA Preprints.
- Beland D,Cox R H.2011.Ideas and politics in social science research[M].Oxford:Oxford University Press.
- Bennett A.2008.Process tracing:A Bayesian perspective[M]//Box-Steffensmeier J M,Brady H E,Collier D.The Oxford Handbook of Political Methodology.Oxford:Oxford University Press,702-721.
- Bennett A,Checkel J T.2014.Process tracing:From metaphor to analytic tool[M].Cambridge:Cambridge University Press.
- Brady H E,Collier D.2004.Rethinking social inquiry:Diverse tools,shared standards[M].Lanham,MD:Rowman&Littlefield.
- Capano G,Howlett M,Ramesh M,et al.2019.Making policies work:First-and second-order mechanisms in policy design[M].Cheltenham:Edward Elgar,3-24.
- Cecchini M,Kass J G,Beach D.2020.Social process tracing-Bringing back the social into the process[R].APSA Preprints.
- Craver C F,Darden L.2013.In search of mechanisms:Discoveries across the life sciences[M].Chicago:University of Chicago Press.
- Dierkes M,Weiler H N,Antal A B.1987.Comparative policy research[M].Aldershot:Gower.
- Donohue J J,Levitt S D.2001.The impact of legalized abortion on crime[J].The Quarterly Journal of Economics,116(2):379-420.
- Eisenhardt K M.1989.Building theories from case study research[J].Academy of Management Review,14(4):532-550.
- Falleti T G,Lynch J F.2009.Context and causal mechanisms in political analysis[J].Comparative Political Studies,42(9):1143-1166.
- Falleti T G.2016.Process tracing of extensive and intensive processes[J].New Political Economy,21(5):455-462.
- Fischer M,Ingold K,Sciarini P,et al.2016.Dealing with bad guys:Actor-and process-level determinants of the“devil shift”in policy making[J].Journal of Public Policy,36(2):309-334.
- Geels F W,Kemp R.2007.Dynamics in socio-technical systems:Typology of change processes and contrasting case studies[J].Technology in Society,29(4):441-455.
- George A L.1979.The causal nexus between cognitive beliefs and decision-making behavior[M]//Lawrence F.Psychological Models in International Politics.Boulder,CO:Westview Press,95-124.
- George A L,Bennett A.2005.Case studies and theory development in the social sciences[M].Cambridge,MA:The MIT Press.
- Gerring J.2007.Case study research:Principles and practices[M].Cambridge:Cambridge University Press.
- Goertz G,Mahoney J.2012.A tale of two cultures:Qualitative and quantitative research in the social sciences[M].Princeton,NJ:Princeton University Press.
- Goodin R E.2009.The Oxford handbook of political science[M].Oxford:Oxford University Press.
- Grossman G M,Helpman E.2001.Special interest politics[M].Cambridge,MA:MIT Press.
- Hayashi D.2020.Harnessing innovation policy for industrial decarbonization:Capabilities and manufacturing in the wind and solar power sectors of China and India[J].Energy Research&Social science,70,101644.
- Heidenheimer A J,Heclo H,Adams C T.1983.Comparative public policy[M].New York:St.Martin's Press.
- Heinelt H.2017.Do policies determine politics?[M]//Fischer F,Miller G J.Handbook of Public Policy Analysis.London:Routledge,245-278.
- Kay A,Baker P.2015.What can causal process tracing offer to policy studies?A review of the literature[J].Policy Studies Journal,43(1):1-21.
- King G,Keohane R O,Verba S.1994.Designing social inquiry:Scientific inference in qualitative research[M].Princeton,NJ:Princeton University Press.
- Kiser E,Hechter M.1991.The role of general theory in comparative-historical sociology[J].American Journal of Sociology,97(1):1-30.
- Lijphart A.1971.Comparative politics and the comparative method[J].American Political Science Review,65(3):682-693.
- Lin Y F,Yang D T.2000.Food availability,entitlements and the Chinese Famine of 1959-61[J].The Economic Journal,110(460):136-158.
- Lu S H,Wang H.2020.Local economic structure,regional competition and the formation of industrial land price in China:Combining evidence from process tracing with quantitative results[J].Land Use Policy,97,104704.
- Mahoney J.2004.Comparative-historical methodology[J].Annual Review of Sociology,30(1):81-101.
- Mahoney J.2012.The logic of process tracing tests in the social sciences[J].Sociological Methods&Research,41(4):570-597.
- Mahoney J,Thelen K.2015.Advances in comparative-historical analysis[M].Cambridge:Cambridge University Press.
- Mahoney J.2016.Mechanisms,Bayesianism,and process tracing[J].New Political Economy,21(5):493-499.
- Merton R K.1949.On sociological theories of the middle range[M]//Merton R K.Social Theory and Social Structure.New York:Simon&Schuster,the Free Press,39-53.
- Pal L A,Weaver R K.2003.The government Taketh away:The politics of pain in the United States and Canada[M].Washington,DC:Georgetown University Press.
- Peters B G.2020.Can we be casual about being causal?[J].Journal of Comparative Policy Analysis:Research and Practice,1-14.
- Popovi c'E.2020.Advocacy groups in China's environmental policymaking:Pathways to influence[J].Journal of Environmental Management,261:109928.
- Raimondo E.2020.Getting practical with causal mechanisms:The application of processtracing under real-world evaluation constraints//Schmitt J.eds.Causal Mechanisms in Program Evaluation[J].New Directions for Evaluation,(167):45-58.
- Ricks J I,Liu A H.2018.Process-tracing research designs:A practical guide[J].Political Science&Politics,51(4):842-846.
- Schwartz-Shea P,Yanow D.2012.Interpretive research design[M].New York:Routledge.
- Shadish W R,Cook T D,Campbell D T.2001.Experimental and quasi-experimental designs for generalized causal inference[M].Boston:Houghton Mifflin.
- Shafir E.2013.The behavioral foundations of public policy[M].Princeton,NJ:Princeton University Press.
- Sigelman L,Gadbois G H Jr.1983.Contemporary comparative politics:An inventory and assessment[J].Comparative Political Studies,16(3):275-305.
- Trampusch C,Palier B.2016.Between X and Y:How process tracing contributes to opening the black box of causality[J].New Political Economy,21(5):437-454.
- Yan K.2020.Strategic groups and local railway development in China[J].Asian Education and Development Studies,9(3):363-374.
- Yin R K.1994.Case study research:Design and methods[M].2nd ed.London:Sage.
- (1)20世纪以来,社会科学因果机制研究自罗伯特·默顿(Robert Merton)在《论中观社会科学理论》(On Sociological Theories of the Middle Range)一文中明确提出。中观理论(middle-range theories)避免试图涵盖人类社会普遍存在的宏大系统历史概括,集中关注具体的“机制”如何动态地在特定理论假设上产生社会反应(Merton,1949)。因果机制是研究变量之间因果关系的过程理论,被视为区分因果关系与虚假关联的非实验方法。
- (1)基于对公共政策参与者行为的跟踪观察所得的时序性证据,称为“因果过程观察”证据(Brady and Collier,2004),也有研究者称之为“诊断证据”(diagnostic evidence)(Bennett and Checkel,2014)。
- (1)工业是二氧化碳排放的主要来源,对全球环境造成污染。工业脱碳是各国必须要实行的公共政策。工业脱碳政策可以分为原有产业升级和创新产业替代两种方式。中印两国都采取了风力涡轮机发电和太阳能光伏发电这两种替代性的创新技术产业政策。这篇文章研究讨论了这两种创新技术产业政策为何在中印两国产生了不同创新绩效。