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Creating Composite Indicators with DEA and Robustness Analysis: the case of the Technology Achievement Index

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  1. Giovanna Boccuzzo & Licia Maron, 2017. "Proposal of a composite indicator of job quality based on a measure of weighted distances," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(5), pages 2357-2374, September.
  2. Giannis Karagiannis, 2017. "On aggregate composite indicators," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(7), pages 741-746, July.
  3. James Foster & Mark McGillivray & Suman Seth, 2009. "Rank Robustness of Composite Indices," OPHI Working Papers 26, Queen Elizabeth House, University of Oxford.
  4. C. O’Donnell & K. Nguyen, 2013. "An econometric approach to estimating support prices and measures of productivity change in public hospitals," Journal of Productivity Analysis, Springer, vol. 40(3), pages 323-335, December.
  5. Milica Maricic & Jose A. Egea & Veljko Jeremic, 2019. "A Hybrid Enhanced Scatter Search—Composite I-Distance Indicator (eSS-CIDI) Optimization Approach for Determining Weights Within Composite Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(2), pages 497-537, July.
  6. Giménez, Víctor & Thieme, Claudio & Prior, Diego & Tortosa-Ausina, Emili, 2022. "Evaluation and determinants of preschool effectiveness in Chile," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
  7. Zanella, Andreia & Camanho, Ana S. & Dias, Teresa G., 2015. "Undesirable outputs and weighting schemes in composite indicators based on data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 245(2), pages 517-530.
  8. Su, Weihua & Chen, Sibo & Zhang, Chonghui & Li, Kevin W., 2023. "A subgroup dominance-based benefit of the doubt method for addressing rank reversals: A case study of the human development index in Europe," European Journal of Operational Research, Elsevier, vol. 307(3), pages 1299-1317.
  9. Ravanos, Panagiotis & Karagiannis, Giannis, 2022. "Tricks with the BoD model and an application to the e-Government Development Index," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
  10. Alessandro Magrini & Francesca Giambona, 2022. "A Composite Indicator to Assess Sustainability of Agriculture in European Union Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(3), pages 1003-1036, October.
  11. James E. Foster & Mark McGillivray & Suman Seth, 2013. "Composite Indices: Rank Robustness, Statistical Association, and Redundancy," Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 35-56, January.
  12. Lucia Piani & Laura Pagani & Giulio Ellero & Maria Chiara Zanarotti, 2019. "Empirical Evaluation of Vocation to Solidarity Economy Using Composite Indicators," Sustainability, MDPI, vol. 11(14), pages 1-15, July.
  13. Kao, Chiang & Wu, Wann-Yih & Hsieh, Wen-Jen & Wang, Tai-Yue & Lin, Chinho & Chen, Liang-Hsuan, 2008. "Measuring the national competitiveness of Southeast Asian countries," European Journal of Operational Research, Elsevier, vol. 187(2), pages 613-628, June.
  14. Raffaele Lagravinese & Paolo Liberati & Giuliano Resce, 2020. "Measuring Health Inequality in US: A Composite Index Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(3), pages 921-946, February.
  15. Mónica Domínguez-Serrano & Francisco Blancas, 2011. "A Gender Wellbeing Composite Indicator: The Best-Worst Global Evaluation Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 102(3), pages 477-496, July.
  16. Barnabé Walheer, 2019. "Disentangling Heterogeneity Gaps and Pure Performance Differences in Composite Indexes Over Time: The Case of the Europe 2020 Strategy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(1), pages 25-45, May.
  17. Van Puyenbroeck, Tom & Rogge, Nicky, 2017. "Geometric mean quantity index numbers with Benefit-of-the-Doubt weights," European Journal of Operational Research, Elsevier, vol. 256(3), pages 1004-1014.
  18. Yongjun Shen & Elke Hermans & Tom Brijs & Geert Wets, 2013. "Data Envelopment Analysis for Composite Indicators: A Multiple Layer Model," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 114(2), pages 739-756, November.
  19. Panos Kanavos & Olivier Wouters & Jonathan Cylus & Irene Papanicolas & Peter C. Smith, 2017. "Using Data Envelopment Analysis to Address the Challenges of Comparing Health System Efficiency," Global Policy, London School of Economics and Political Science, vol. 8(s2), pages 60-68, March.
  20. Reggi, Luigi & Arduini, Davide & Biagetti, Marco & Zanfei, Antonello, 2014. "How advanced are Italian regions in terms of public e-services? The construction of a composite indicator to analyze patterns of innovation diffusion in the public sector," Telecommunications Policy, Elsevier, vol. 38(5), pages 514-529.
  21. Marco Dugato & Francesco Calderoni & Gian Maria Campedelli, 2020. "Measuring Organised Crime Presence at the Municipal Level," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(1), pages 237-261, January.
  22. Chao Shi & Kenneth C. Land, 2021. "The Data Envelopment Analysis and Equal Weights/Minimax Methods of Composite Social Indicator Construction: a Methodological Study of Data Sensitivity and Robustness," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(4), pages 1689-1716, August.
  23. De Witte, Kristof & Rogge, Nicky & Cherchye, Laurens & Van Puyenbroeck, Tom, 2013. "Economies of scope in research and teaching: A non-parametric investigation," Omega, Elsevier, vol. 41(2), pages 305-314.
  24. Carlo Drago, 2017. "Interval Based Composite Indicators," Working Papers 2017.42, Fondazione Eni Enrico Mattei.
  25. Lampe, Hannes W. & Hilgers, Dennis, 2015. "Trajectories of efficiency measurement: A bibliometric analysis of DEA and SFA," European Journal of Operational Research, Elsevier, vol. 240(1), pages 1-21.
  26. Vaseem Akram & Badri Narayan Rath, 2021. "Understanding the evolution of fiscal performance of Indian states," Growth and Change, Wiley Blackwell, vol. 52(4), pages 2172-2193, December.
  27. Acs, Zoltan & Lafuente, Esteban & Szerb, László, 2022. "A note on the configuration of the digital ecosystem in Latin America," TEC Empresarial, School of Business, Costa Rica Institute of Technology (ITCR), vol. 16(1), pages 1-19.
  28. Francesca Giambona & Erasmo Vassallo, 2014. "Composite Indicator of Social Inclusion for European Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 116(1), pages 269-293, March.
  29. D T Barnum & J M Gleason & B Hemily & J Lin & P Wang, 2010. "Progressing from uncertainty to risk for DEA-based decisions," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(10), pages 1548-1555, October.
  30. Cheng Peng & Xunbo Wu & Yelin Fu & Kin Keung Lai, 2017. "Alternative approaches to constructing composite indicators: an application to construct a Sustainable Energy Index for APEC economies," Operational Research, Springer, vol. 17(3), pages 747-759, October.
  31. Kristof Witte & Nicky Rogge, 2010. "To publish or not to publish? On the aggregation and drivers of research performance," Scientometrics, Springer;Akadémiai Kiadó, vol. 85(3), pages 657-680, December.
  32. Jean-Charles Billaut & Denis Bouyssou & Philippe Vincke, 2010. "Should you believe in the Shanghai ranking?," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(1), pages 237-263, July.
  33. Montalvo, Carlos & Moghayer, Saeed, 2011. "State of an innovation system: theoretical and empirical advance towards an innovation efficiency index," MPRA Paper 38002, University Library of Munich, Germany.
  34. P. Zhou & B. Ang, 2009. "Comparing MCDA Aggregation Methods in Constructing Composite Indicators Using the Shannon-Spearman Measure," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 94(1), pages 83-96, October.
  35. Khatab Alqararah, 2023. "Assessing the robustness of composite indicators: the case of the Global Innovation Index," Journal of Innovation and Entrepreneurship, Springer, vol. 12(1), pages 1-22, December.
  36. Hatefi, S.M. & Torabi, S.A., 2010. "A common weight MCDA-DEA approach to construct composite indicators," Ecological Economics, Elsevier, vol. 70(1), pages 114-120, November.
  37. P. Zhou & B. Ang & D. Zhou, 2010. "Weighting and Aggregation in Composite Indicator Construction: a Multiplicative Optimization Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 96(1), pages 169-181, March.
  38. Jean-Charles Billaut & Denis Bouyssou & Philippe Vincke, 2009. "Should you believe in the Shanghai ranking? An MCDM view," Working Papers hal-00877050, HAL.
  39. Sahoo, Biresh K. & Acharya, Debashis, 2010. "An alternative approach to monetary aggregation in DEA," European Journal of Operational Research, Elsevier, vol. 204(3), pages 672-682, August.
  40. Dobos, Imre & Vörösmarty, Gyöngyi, 2014. "Green supplier selection and evaluation using DEA-type composite indicators," International Journal of Production Economics, Elsevier, vol. 157(C), pages 273-278.
  41. Giuliano Resce & Fritz Schiltz, 2021. "Sustainable Development in Europe: A Multicriteria Decision Analysis," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(2), pages 509-529, June.
  42. Bryony Hoskins & Massimiliano Mascherini, 2009. "Measuring Active Citizenship through the Development of a Composite Indicator," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 90(3), pages 459-488, February.
  43. Mitja Ruzzier & Tanja Kosi AntoliÄ & Doris Gomezelj Omerzel, 2016. "R%D and education resources in innovation processes: evidence from Slovenia and the Visegrad Group," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 8(2), pages 144-162.
  44. José Antonio, Palomero-González & Vicent, Almenar-Llongo & Ramón, Fuentes-Pascual, 2022. "A composite indicator index as a proxy for measuring the quality of water supply as perceived by users for urban water services," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  45. Giménez, Víctor & Prior, Diego & Thieme, Claudio & Tortosa-Ausina, Emili, 2024. "International comparisons of COVID-19 pandemic management: What can be learned from activity analysis techniques?," Omega, Elsevier, vol. 122(C).
  46. Ernest Reig-Martínez, 2013. "Social and Economic Wellbeing in Europe and the Mediterranean Basin: Building an Enlarged Human Development Indicator," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 111(2), pages 527-547, April.
  47. Hisham Alidrisi, 2021. "The Development of an Efficiency-Based Global Green Manufacturing Innovation Index: An Input-Oriented DEA Approach," Sustainability, MDPI, vol. 13(22), pages 1-11, November.
  48. Athanassoglou, Stergios, 2015. "Revisiting Worst-case DEA for Composite Indicators," Climate Change and Sustainable Development 198712, Fondazione Eni Enrico Mattei (FEEM).
  49. Claire GOAVEC & Jean-François HOARAU, 2015. "Vulnérabilité Économique Structurelle Et Dépendance Touristique : Quels Enseignements Pour Les Petites Économies Insulaires En Développement," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 42, pages 157-188.
  50. Annalina Sarra & Eugenia Nissi, 2020. "A Spatial Composite Indicator for Human and Ecosystem Well-Being in the Italian Urban Areas," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 148(2), pages 353-377, April.
  51. Ludmila Petkovová & David Hartman & Tomáš Pavelka, 2020. "Problems of Aggregation of Sustainable Development Indicators at the Regional Level," Sustainability, MDPI, vol. 12(17), pages 1-20, September.
  52. Fu-Chiang Yang & Rui-Hsin Kao & Yi-Tui Chen & Yueh-Fei Ho & Cheng-Chung Cho & Shi-Wei Huang, 2018. "A Common Weight Approach to Construct Composite Indicators: The Evaluation of Fourteen Emerging Markets," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(2), pages 463-479, June.
  53. Cherchye, Laurens & Moesen, Willem & Rogge, Nicky, 2009. "Constructing a Knowledge Economy Composite Indicator with Imprecise Data," Working Papers 2009/16, Hogeschool-Universiteit Brussel, Faculteit Economie en Management.
  54. Claire Goavec & Jean-François Hoarau, 2015. "Structural economic vulnerability and tourism dependence: new assessment for small island developing economies [Vulnérabilité économique structurelle et dépendance touristique : quels enseignements," Post-Print hal-01454720, HAL.
  55. Charles Nhemachena & Greenwell Matchaya & Charity R. Nhemachena & Selma Karuaihe & Binganidzo Muchara & Sibusiso Nhlengethwa, 2018. "Measuring Baseline Agriculture-Related Sustainable Development Goals Index for Southern Africa," Sustainability, MDPI, vol. 10(3), pages 1-16, March.
  56. Maričić Milica & Bulajić Milica & Radojičić Zoran & Jeremić Veljko, 2019. "Shedding Light on the Doing Business Index: a Machine Learning Approach," Business Systems Research, Sciendo, vol. 10(2), pages 73-84, September.
  57. Man Liang & Shuwen Niu & Zhen Li & Wenli Qiang, 2019. "International Comparison of Human Development Index Corrected by Greenness and Fairness Indicators and Policy Implications for China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(1), pages 1-24, February.
  58. Greco, Salvatore & Ishizaka, Alessio & Resce, Giuliano & Torrisi, Gianpiero, 2017. "Is the Grass Always Greener on the Other Side of the fence? Composite Index of Well-Being Taking into Account the Local Relative Appreciations in Better Life Index," MPRA Paper 82718, University Library of Munich, Germany.
  59. Rogge, Nicky, 2018. "Composite indicators as generalized benefit-of-the-doubt weighted averages," European Journal of Operational Research, Elsevier, vol. 267(1), pages 381-392.
  60. Vine Mutyasira & Dana Hoag & Dustin L. Pendell & Dale T. Manning, 2018. "Is Sustainable Intensification Possible? Evidence from Ethiopia," Sustainability, MDPI, vol. 10(11), pages 1-13, November.
  61. Carayannis, Elias G. & Goletsis, Yorgos & Grigoroudis, Evangelos, 2018. "Composite innovation metrics: MCDA and the Quadruple Innovation Helix framework," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 4-17.
  62. Hussein Sayed & Ramadan Hamed & Mohamed Ramadan & Samaa Hosny, 2015. "Using Meta-goal Programming for a New Human Development Indicator with Distinguishable Country Ranks," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 123(1), pages 1-27, August.
  63. Ernest Reig, 2012. "Building an Enlarged Human Development Indicator: Europe and the Southern Mediterranean Basin," Working Papers 1203, Department of Applied Economics II, Universidad de Valencia.
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