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Innovation Measurement Error: Theoretical Framework and Research Outlook |
Yan Junzhou1,Du Mengge1,Qi Niannian2 |
(1.Business School, Zhengzhou University of Aeronautics, Zhengzhou 450015,China;2.School of Management, Shanghai University, Shanghai 200444, China) |
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Abstract Innovation measurement errors will seriously affect the quality of academic research, policy formulation, and corporate decision-making. However, some basic issues of innovation measurement errors are currently unclear, and there is a lack of clear logical research lines and theoretical frameworks. Through searching and reading the research literature at home and abroad, we have systematically combed and analyzed the logical research lines of what is the innovation measurement error, why the innovation measurement error occurs, and how to reduce the innovation measurement error. The paper establishes a theoretical framework for innovative measurement error research, draws research conclusions and prospects for future research directions, hoping to provide useful references and references for future research and innovation practices.
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Received: 18 August 2020
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[1] HALL B H, ROSENBERG N. Measuring the returns to R&D[A].HALL B H, MAIRESSE J, MOHNEN P. Handbook of the economics of innovation[M].New York:Elsevier, 2010:1034-1076.[2] HARRISON R, JAUMANDREU J, MAIRESSE J, et al. Does innovation stimulate employment? a firm-level analysis using comparable micro-data from four European countries[J]. International Journal of Industrial Organization, 2014, 35(1): 29-43.[3] 张亚峰,刘海波,陈光华,等. 专利是一个好的创新测量指标吗[J].外国经济与管理, 2018, 40(6):3-16.[4] LI Q, HUANG C J, LI D, et al. Semiparametric smooth coefficient models[J]. Journal of Business & Economic Statistics, 2002, 20(3): 412-422.[5] MORTENSON P. The regionalisation of cis indicators: the Danish experience[C]. Proceedings of the 32nd CEIES Seminar, European Commission,2008.[6] ACOSTA B, ACOSTA M, ESPINOZA B, et al. Understanding innovation based on company optics: interpretation mistakes on the types of innovation developed[J]. RAI: Revista de Administracaoe Inovacao, 2016, 13(4): 295-304.[7] 耿维明.测量误差的概念及其分类[J].中国计量,2010,15(12):68-71.[8] 郑欣悦,郑卫东.浅析误差和准确度的概念及关系[J].中国检验检测,2019,27(1):39-42.[9] ARCHIBUGI D,PLANTA M.Measuring technological change through patents and innovation surveys[J]. Technovation, 1996, 16(9): 451-519.[10] ADAMS R, BESSANT J, PHELPS R, et al. Innovation management measurement: a review[J]. International Journal of Management Reviews, 2006, 8(1): 21-47.[11] KLINE S J, ROSENBERG N. Studies on science and the innovation process[M].Singapore: World Scientific Publishing, 2009:22-66.[12] ARUNDEL A, SMITH K. History of the community innovation survey[A].GAULT F. Handbook of innovation indicators and measurement[M].London:Edward Elgar Publishing, 2013:60-87.[13] CIRERA X, MUZI S. Measuring innovation using firm-level surveys: evidence from developing countries[J]. Research Policy, 2020, 49(3) :33-48.[14] BOGLIACINO F, PERANI G, PIANTA M, et al. Innovation and development:the evidence from innovation surveys[J]. Latin American Business Review, 2012, 13(3): 219-261.[15] SNIJKERS G,WILLIMACK D K.The missing link: from concepts to questions in economic surveys[C]. Proceedings of the 2nd European Establishment Statistics Workshop,Switzerland, 2011:12-14.[16] BERTRAND M, MULLAINATHAN S. Do people mean what they say? implications for subjective survey data[J]. The American Economic Review, 2001, 91(2): 67-72.[17] PROTOGEROU, AIMILIA, CALOGHIROU, et al. Determinants of young firms′ innovative performance: empirical evidence from Europe[J]. Research Policy, 2017, 46(7): 1312-1326.[18] CUMMINGS S M. Cross-cultural survey methods[J]. Technometrics, 2003, 45(2):182-182.[19] TORRISI S, GAMBARDELLA A, GIURI P, et al.Used, blocking and sleeping patents: empirical evidence from a large-scale inventor survey[J]. Research Policy, 2016, 45(7): 1374-1385.[20] ARCHAMBAULT E. Methods for using patents in cross-country comparisons[J]. Scientometrics, 2002, 54(1): 15-30.[21] ZHANG Y, QIAN Y, HUANG Y, et al. An entropy-based indicator system for measuring the potential of patents in technological innovation:rejecting moderation[J]. Scientometrics, 2017, 111(3): 1925-1946.[22] MANSFIELD E. Patents and innovation: an empirical study[J]. Management Science, 1986, 32(2): 173-181.[23] HASCIC I, MIGOTTO M. Measuring environmental innovation using patent data[R]. OECD Environment Working Papers,2015:1-33.[24] SCHMOCH U, GAUCH S. Service marks as indicators for innovation in knowledge-based services[J]. Research Evaluation, 2009, 18(4): 323-335.[25] 肖丹.论文数量不代表创新能力[J].中国科技奖励,2011,19(5):3.[26] 王碧云.大学科研创新力评价及中国提升策略研究[D].武汉:武汉大学,2016:11-23.[27] 蓝庆新.我国高科技产业创新效率的经验分析:2001—2008年[J].财经问题研究, 2010,32(10): 26-32.[28] 陈芳,甄峰.国际创新统计体系演化与国内发展研究[J].中国科学院院刊,2020,35(3): 353-362.[29] 戴小勇,成力为.研发投入强度对企业绩效影响的门槛效应研究[J].科学学研究,2013, 31(11):1708-1716.[30] CANTNER U, GUERZONI M. Handbook of research on innovation and entrepreneurship[J]. Edward Elgar Publishing, 2011:15-110. [31] MANSFIELD E, RAPOPORT J. The costs of industrial product innovations[J]. Management Science, 1975, 21(12): 1380-1386.[32] ARUNDEL A, KABLA I. What percentage of innovations are patented? empirical estimates for European firms[J]. Research Policy, 1998, 27(2): 127-141.[33] 李培楠,赵兰香,万劲波.创新要素对产业创新绩效的影响——基于中国制造业和高技术产业数据的实证分析[J].科学学研究,2014,32(4):604-612.[34] AMADOR S R, PEREZ M D, LOPEZHUERTAS M, et al. Indicator system for managing science, technology and innovation in universities[J]. Scientometrics, 2018, 115(3): 1575-1587.[35] WAGNER S,WAKEMAN S D.What do patent-based measures tell us about product commercialization? evidence from the pharmaceutical industry[J]. Research Policy, 2016, 45(5): 1091-1102.[36] 闫俊周,杨祎.中国战略性新兴产业供给侧创新效率研究[J].科研管理,2019,40(4):34-43.[37] 刘贯春,刘媛媛,张军.中国省级经济体的异质性增长路径及模式转换——兼论经济增长源泉的传统分解偏差[J].管理世界,2019,35(6):39-55.[38] DE RASSENFOSSE G. On the price elasticity of demand for trademarks[J]. Industry and Innovation, 2020: 11-24.[39] WALSH J P, LEE Y N, JUNG T. Win, lose or draw? the fate of patented inventions[J]. Research Policy,2016, 45(7): 1362-1373.[40] GUO D,GUO Y,JIANG K.Government-subsidized R&D and firm innovation: evidence from China[J]. Research Policy,2016,45(6): 1129-1144.[41] 刘夏,李文红.欧洲专利价值问卷调查的设计分析及启示[J].情报杂志,2020,39(8):71-75.[42] 张虎,田茂峰.信度分析在调查问卷设计中的应用[J].统计与决策,2007,23(21):25-27.[43] 刘军,李廉水,王忠.产业聚集对区域创新能力的影响及其行业差异[J].科研管理,2010, 31(6):191-198.[44] BAKKER J, VERHOEVEN D, ZHANG L, et al. Patent citation indicators: one size fits all[J]. Scientometrics,2016, 106(1): 187-211.[45] 金碧辉,汪寿阳,汪冰,等.国际论文与国内论文合一统计方法研究[J].管理科学学报,1999,8(3):3-5.[46] 林德明,姜磊.科技论文评价体系研究[J].科学学与科学技术管理,2012,33(10):11-17.[47] HUANG M, HUANG W, CHEN D, et al. Technological impact factor: an indicator to measure the impact of academic publications on practical innovation[J]. Journal of Informetrics, 2014, 8(1): 241-251.[48] 傅晓霞.企业研发效率测度与比较——以中国各地区大中型工业企业数据为例[J].管理工程学报, 2011,25(4): 103-112.[49] MENDONCA S, PEREIRA T S, GODINHO M M, et al. Trademarks as an indicator of innovation and industrial change[J]. Research Policy, 2004, 33(9): 1385-1404.[50] JALLES J T. How to measure innovation? New evidence of the technology-growth linkage[J]. Research in Economics, 2010, 64(2): 81-96.[51] GUO D, GUO Y, JIANG K, et al. Government-subsidized R&D and firm innovation: evidence from China[J]. Research Policy, 2016, 45(6): 1129-1144.[52] HEIKE B, MARIUS C, ASTRID C, et al. Innovation indicator 2009: Germany has still some catching up to do[J]. German Institute for Economic Research, 2010, 6(3): 13-19.[53] NUVOLARI A, TARTARI, et al. Patterns of innovation during the industrial revolution: a reappraisal using a composite indicator of patent quality[C].London:CEPR Discussion Papers, 2019:1-32. |
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