References
- Alenda-Demoutiez, J. (2020). A fictitious commodification of local development through development impact bonds?. Journal of Urban Affairs, 42(6), 892–906. https://doi.org/https://doi.org/10.1080/07352166.2019.1581029
- Alves, M. F. R., Galina, S. V. R., & Dobelin, S. (2018). Literature on organizational innovation: Past and future. Innovation & Management Review, 15(1), 2–19. https://doi.org/https://doi.org/10.1108/INMR-01-2018-001
- Anastasopoulos, L. J., Moldogaziev, T. T., & Scott, T. A. (2020). Organizational context and budget orientations: A computational text analysis. International Public Management Journal, 23(2), 292–313. https://doi.org/https://doi.org/10.1080/10967494.2019.1706677
- Anastasopoulos, L. J., & Whitford, A. B. (2018). Machine learning for public administration research, with application to organizational reputation. Journal of Public Administration Research and Theory, 29(3), 491–510. https://doi.org/https://doi.org/10.1093/jopart/muy060
- Anyiam, F., Lechenne, M., Mindekem, R., Oussigéré, R., Naissengar, S., Alfaroukh, I. O., & Mbilo, C. (2017). Cost-estimate and proposal for a development impact bond for canine rabies elimination by mass vaccination in Chad. Acta Tropica, 175(November), 112–120. https://doi.org/https://doi.org/10.1016/j.actatropica.2016.11.005
- Barman, E. (2020). Many a slip: The challenge of impact as boundary object in social finance. Historical Social Research / Zentrum Für Historische Sozialforschung, 45(3), 31–52. https://www.jstor.org/stable/26918403
- Belt, J., Kuleshov, A., & Minneboo, E. (2017). Development impact bonds: Learning from the Asháninka cocoa and coffee case in Peru. Enterprise Development and Microfinance, 28(1–2), 130–144. https://doi.org/https://doi.org/10.3362/1755-1986.16-00029
- Berndt, C., & Wirth, M. (2018). Market, metrics, morals: The social impact bond as an emerging social policy instrument. Geoforum, 90, 27–35. https://doi.org/https://doi.org/10.1016/j.geoforum.2018.01.019
- Blei, D. M., & Lafferty, J. D. (2007). A correlated topic model of science. The Annals of Applied Statistics, 1(1), 17–35. https://doi.org/https://doi.org/10.1214/07-AOA
- Blei, D. M., Ng, A. Y., & Jordan, M. I. (2003). Latent Dirichlet allocation. The Journal of Machine Learning Research, 3, 993–1022. https://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf?TB_iframe=true&width=370.8&height=658.8
- Blei, D. M. (2012). Probabilistic topic models. Communications of the ACM, 55(4), 77–84. https://doi.org/https://doi.org/10.1145/2133806.2133826
- Borins, S. F. (2014). The persistence of innovation in government. Brookings Institution Press with Ash Center for Democratic Governance and Innovation.
- Broccardo, E., Mazzuca, M., & Frigotto, M. L. (2020). Social impact bonds: The evolution of research and a review of the academic literature. Corporate Social Responsibility and Environmental Management, 27(3), 1316–1332. https://doi.org/https://doi.org/10.1002/csr.1886
- Broom, J. (2021). Social impact bonds and fast policy: Analyzing the Australian experience. Environment and Planning A: Economy and Space, 53(1), 113–130. https://doi.org/https://doi.org/10.1177/0308518X20941522
- Carè, R., & De Lisa, R. (2019). Social impact bonds for a sustainable welfare state: The role of enabling factors. Sustainability: Science Practice and Policy, 11(10), 2884. https://doi.org/https://doi.org/10.3390/su11102884
- Chiapello, E., & Knoll, L. (2020). The welfare conventions approach: A comparative perspective on social impact bonds. Journal of Comparative Policy Analysis: Research and Practice, 22(2), 100–115. https://doi.org/https://doi.org/10.1080/13876988.2019.1695965
- Chiappini, H. (2018). Social impact investments beyond social impact bonds: A research and policy agenda. In M. La Torre, and M. Calderini (Eds.), Social impact investing beyond the SIB: Evidence from the market (pp. 211–222). Palgrave.
- Child, C., Gibbs, B. G., & Rowley, K. J. (2016). Paying for success: An appraisal of social impact bonds. Global Economics and Management Review, 21(1–2), 36–45. https://doi.org/https://doi.org/10.1016/j.gemrev.2016.12.001
- Cooper, C., Graham, C., & O’Dwyer, B. (2013). Social impact bonds: Can private finance rescue public programs? In Accounting, Organizations and Society Conference on “Performing Business and Social Innovation through Accounting Inscriptions”. IRL.
- Crowley, D. M. (2014). The role of social impact bonds in pediatric health care. Pediatrics, 134(2), e331–33. https://doi.org/https://doi.org/10.1542/peds.2013-4056
- Damanpour, F., & Gopalakrishnan, S. (1998). Theories of organizational structure and innovation adoption: The role of environmental change. Journal of Engineering and Technology Management, 15(1), 1–24. https://doi.org/https://doi.org/10.1016/S0923-4748(97)00029-5
- Damanpour, F., & Gopalakrishnan, S. (2001). The dynamics of the adoption of product and process innovations in organizations. Journal of Management Studies, 38(1), 45–65. https://doi.org/https://doi.org/10.1111/1467-6486.00227
- Damanpour, F. (1991). Organizational innovation: A meta-analysis of effects of determinants and moderators. Academy of Management Journal, 34(3), 555–590. https://doi.org/https://doi.org/10.5465/256406
- De Gruyter, E., Petrie, D., Black, N., & Gharghori, P. (2020). Attracting investors for public health programmes with social impact bonds. Public Money & Management, 40(3), 225–236. https://doi.org/https://doi.org/10.1080/09540962.2020.1714312
- Demircioglu, M. A. (2017). Reinventing the wheel? Public sector innovation in the age of governance. Public Administration Review, 77(5), 800–805. https://doi.org/https://doi.org/10.1111/puar.12821
- Demircioglu, M. A. (2019). Why does innovation in government occur and persist? Evidence from the Australian government. Asia Pacific Journal of Public Administration, 41(4), 217–229. https://doi.org/https://doi.org/10.1080/23276665.2019.1692570
- Demircioglu, M. A. (2020). The effects of organizational and demographic context for innovation implementation in public organizations. Public Management Review, 22(12), 1852–1875. https://doi.org/https://doi.org/10.1080/14719037.2019.1668467
- Dey, C., & Gibbon, J. (2018). New development: Private finance over public good? Questioning the value of impact bonds. Public Money & Management, 38(5), 375–378. https://doi.org/https://doi.org/10.1080/09540962.2018.1477676
- Disley, E., Giacomantonio, C., Kruithof, K., & Sim, M. (2016). The payment by results social impact bond pilot at HMP Peterborough: Final process evaluation report. RAND Corporation.
- Dixon, R. (2021). Performance management in social impact bonds: How an outcomes-based approach shapes hybrid partnerships. International Journal of Public Sector Management, 34(1), 356–376. https://doi.org/https://doi.org/10.1108/IJPSM-03-2020-0070
- Dowling, E. (2017). In the wake of austerity: Social impact bonds and the financialisation of the welfare state in Britain. New Political Economy, 22(3), 294–310. https://doi.org/https://doi.org/10.1080/13563467.2017.1232709
- Edler, J., & Fagerberg, J. (2017). Innovation policy: What, why, and how. Oxford Review of Economic Policy, 33(1), 2–23. https://doi.org/https://doi.org/10.1093/oxrep/grx001
- FitzGerald, C., Fraser, A., & Kimmitt, J. (2020). Tackling the big questions in social impact bond research through comparative approaches. Journal of Comparative Policy Analysis: Research and Practice, 22(2), 85–99. https://doi.org/https://doi.org/10.1080/13876988.2020.1726177
- Fitzgerald, J. L. (2013). Social impact bonds and their application to preventive health. Australian Health Review, 37(2), 199–204. https://doi.org/https://doi.org/10.1071/AH12238
- Fraser, A., Tan, S., Lagarde, M., & Mays, N. (2018). Narratives of promise, narratives of caution: A review of the literature on social impact bonds. Social Policy & Administration, 52(1), 4–28. https://doi.org/https://doi.org/10.1111/spol.12260
- Government Outcomes Lab. (2021). Impact bond dataset V2 beta. Government Outcomes Lab, Oxford University. https://golab.bsg.ox.ac.uk/knowledge-bank/indigo-data-and-visualisation/impact-bond-dataset-v2/
- Graeme, H., & Greve, C. (2021). What can public administration scholars learn from the economics controversies in public-private partnerships? Asia Pacific Journal of Public Administration, 44(4), 219–235. https://doi.org/https://doi.org/10.1080/23276665.2021.1939744
- Greene, D., & Cross, J. P. (2017). Exploring the political agenda of the European Parliament using a dynamic topic modeling approach. Political Analysis, 25(1), 77–94. https://doi.org/https://doi.org/10.1017/pan.2016.7
- Grimwood, R., Baker, T., Humpage, L., & Broom, J. (2021). Policy, fast and slow: Social impact bonds and the differential temporalities of mobile policy. Global Social Policy, 1–19. Advance online publication. https://doi.org/https://doi.org/10.1177/1468018121997809
- Hansen, S., McMahon, M., & Prat, A. (2018). Transparency and deliberation within the FOMC: A computational linguistics approach. The Quarterly Journal of Economics, 133(2), 801–870. https://doi.org/https://doi.org/10.1093/qje/qjx045
- Harvie, D., & Ogman, R. (2019). The broken promises of the social investment market. Environment and Planning A: Economy and Space, 51(4), 980–1004. https://doi.org/https://doi.org/10.1177/0308518X19827298
- Hevenstone, D., & Von Bergen, M. (2020). Public–private partnerships in social impact bonds: Facilitating competition or hindering transparency? Public Money & Management, 40(3), 205–212. https://doi.org/https://doi.org/10.1080/09540962.2020.1714304
- Hinton, G. E., & Salakhutdinov, R. R. (2009). Replicated softmax: An undirected topic model. Advances in Neural Information Processing Systems, 22, 1607–1614.
- Hollibaugh, G. E. (2018). The use of text as data methods in public administration: A review and an application to agency priorities. Journal of Public Administration Research and Theory, 29(3), 474–490. https://doi.org/https://doi.org/10.1093/jopart/muy045
- Ivonchyk, M., & Moldogaziev, T. T. (2021). Is there a global convergence of management foci in city credit quality assessments? A computational analysis approach. Urban Geography, 1–25. Advance online publication. https://doi.org/https://doi.org/10.1080/02723638.2021.1893492
- Jackson, E. T. (2013). Evaluating social impact bonds: Questions, challenges, innovations, and possibilities in measuring outcomes in impact investing. Community Development, 44(5), 608–616. https://doi.org/https://doi.org/10.1080/15575330.2013.854258
- Jamieson, D., Wilson, R., Martin, M., Lowe, T., Kimmitt, J., Gibbon, J., & French, M. (2020). Data for outcome payments or information for care? A sociotechnical analysis of the management information system in the implementation of a social impact bond. Public Money & Management, 40(3), 213–224. https://doi.org/https://doi.org/10.1080/09540962.2020.1714306
- Joy, M., & Shields, J. (2018). Austerity and the non-profit sector: The case of social impact bonds. In M. Joy (Ed.),The austerity state (pp. 309–329). University of Toronto Press.
- Joy, M., & Shields, M. (2013). Social impact bonds: The next phase of third sector marketization? Canadian Journal of Nonprofit and Social Economy Research, 4(2), 39–55. https://doi.org/https://doi.org/10.22230/cjnser.2013v4n2a148
- Joy, M., & Shields, M. (2018). Austerity in the making: Reconfiguring social policy through social impact bonds. Policy and Politics, 46(4), 681–695. https://doi.org/https://doi.org/10.1332/030557318X15200933925397
- Kraemer, K. L., & Perry, J. L. (1989). Innovation and computing in the public sector: A review of research. Knowledge in Society, 2, 72–87. https://doi.org/https://doi.org/10.1007/BF02737076
- Lantz, P. M., Miller, G., Rhyan, C. N., Rosenbaum, S., Ku, L., & Iovan, S. (2018). ‘Pay for success’ financing and home-based multicomponent childhood asthma interventions: Modeling results from the Detroit medicaid population. The Milbank Quarterly, 96(2), 272–299. https://doi.org/https://doi.org/10.1111/1468-0009.12325
- Lantz, P. M., Rosenbaum, S., Ku, L., & Iovan, S. (2016). Pay for success and population health: Early results from eleven projects reveal challenges and promise. Health Affairs, 35(11), 2053–2061. https://doi.org/https://doi.org/10.1377/hlthaff.2016.0713
- Lavee, D., Kahn, Y., & Fisher, Y. (2018). Benefits of social impact bonds in reducing unemployment levels among ultra-orthodox Jews in Israel. International Journal of Public Policy, 14(3–4), 235–257. https://doi.org/https://doi.org/10.1504/IJPP.2018.091956
- Lilley, S., Harvie, D., Lightfoot, G., & Weir, K. (2020). Using derivative logic to speculate on the future of the social investment market. Journal of Urban Affairs, 42(6), 920–936. https://doi.org/https://doi.org/10.1080/07352166.2019.1584529
- Loraque, J. (2018). Development impact bonds: Bringing innovation to education development financing and delivery. Childhood Education, 94(4), 64–68. https://doi.org/https://doi.org/10.1080/00094056.2018.1494454
- Loxley, J., & Hajer, J. (2019). Public–private partnerships, social impact bonds, and the erosion of the state in Canada. Studies in Political Economy, 100(1), 18–40. https://doi.org/https://doi.org/10.1080/07078552.2019.1612167
- Maier, F., Barbetta, G. P., & Godina, F. (2018). Paradoxes of social impact bonds. Social Policy & Administration, 52(7), 1332–1353. https://doi.org/https://doi.org/10.1111/spol.12343
- Marwan, M. B. S., & Adawiah, E. R. (2016). Potential role of social impact bond and socially responsible investment sukuk as financial tools that can help address issues of poverty and socio-economic insecurity. Intellectual Discourse, 24, 343–364. https://journals.iium.edu.my/intdiscourse/index.php/id/article/view/924
- Misawa, D., & Sengoku, S. (2019). Social impact bonds: Current context and implementation model in the healthcare industry. In 2019 Portland International Conference on Management of Engineering and Technology (pp. 1–8). PICMET.
- Mollinger-Sahba, A., Flatau, P., Schepis, D., & Purchase, S. (2021). Micro-processes of public good social innovation in the Australian social impact investment market. Industrial Marketing Management, 93, 428–445. https://doi.org/https://doi.org/10.1016/j.indmarman.2020.03.027
- Morley, J. E. (2021). The ethical status of social impact bonds. Journal of Economic Policy Reform, 24(1), 44–60. https://doi.org/https://doi.org/10.1080/17487870.2019.1573681
- Nicholls, A., & Daggers, J. (2016). The landscape of social impact investment research: Trends and opportunities. McArthur Foundation.
- Nicholls, A., & Tomkinson, E. (2015). The Peterborough pilot social impact bond. In A. Nicholls, R. Paton, and J. Emerson (Eds.), Social finance (pp. 335–380). Oxford Scholarship Online.
- Organization for Economic Cooperation and Development. (2013). The fantasy world of private finance for transport via public private partnerships.
- Parsons, J., Weiss, C., & Wei, Q. (2016). Impact evaluation of the Adolescent Behavioral Learning Experience (ABLE) program. Vera Institute of Justice.
- Perry, J. L., & Danziger, J. N. (1980). The adoptability of innovations: An empirical assessment of computer applications in local governments. Administration & Society, 11(4), 461–492. https://doi.org/https://doi.org/10.1177/009539978001100405
- Pybus, J. (2018). 100+ social impact bonds raise $400m worldwide since 2010 launch. The British Council.
- Radin, B. A., & Lam, W. F. (2015). Micro and macro approaches to social innovation: Mapping the approaches of significant funders and advocates – Comparative experience in East Asia, Europe, and the United States. Asia Pacific Journal of Public Administration, 37(3), 161–181. https://doi.org/https://doi.org/10.1080/23276665.2015.1075528
- Ramsay, I., & Tan, C. (2018). Social impact bonds in Australia. Journal of Banking and Finance Law and Practice, 29(3), 248–257.
- Rizzello, A., & Kabli, A. (2020). Sustainable financial partnerships for the SDGs: The case of social impact bonds. Sustainability, 12(13), 5362. https://doi.org/https://doi.org/10.3390/su12135362
- Roy, M. J., McHugh, N., & Sinclair, S. (2017). Social impact bonds – Evidence-based policy or ideology? In B. Greve (Ed.), Handbook of social policy evaluation (pp. 263–276). Edward Elgar Publishing.
- Schinckus, C. (2017). Financial innovation as a potential force for a positive social change: The challenging future of social impact bonds. Research in International Business and Finance, 39, 727–736. https://doi.org/https://doi.org/10.1016/j.ribaf.2015.11.004
- Schinckus, C. (2018). The valuation of social impact bonds: An introductory perspective with the Peterborough SIB. Research in International Business and Finance, 45, 1–6. https://doi.org/https://doi.org/10.1016/j.ribaf.2017.07.126
- Sinclair, S., McHugh, N., & Roy, M. J. (2021). Social innovation, financialisation and commodification: A critique of social impact bonds. Journal of Economic Policy Reform, 24(1), 11–27. https://doi.org/https://doi.org/10.1080/17487870.2019.1571415
- Social Finance UK. (2021). Impact bond global database. https://sibdatabase.socialfinance.org.uk/
- Tan, S., Fraser, A., McHugh, N., & Warner, M. (2021). Widening perspectives on social impact bonds. Journal of Economic Policy Reform, 24(1), 1–10. https://doi.org/https://doi.org/10.1080/17487870.2019.1568249
- Tortorice, D. L., Bloom, D. E., Kirby, P., & Regan, J. (2020). A theory of social impact bonds. National Bureau of Economic Research. https://doi.org/https://doi.org/10.3386/w27527
- Tse, A. E., & Warner, M. E. (2020). A policy outcomes comparison: Does SIB market discipline narrow social rights? Journal of Comparative Policy Analysis: Research and Practice, 22(2), 134–152. https://doi.org/https://doi.org/10.1080/13876988.2019.1609789
- Von Glahn, D., & Whistler, C. (2011). Translating plain English: Can the Peterborough social impact bond construct apply stateside? Community Development Investment Review, 1, 58–70.
- Walker, R. M., Chandra, Y., Zhang, J., & Witteloostuijn, A. (2019). Topic modeling the research‐practice gap in public administration. Public Administration Review, 79(6), 931–937. https://doi.org/https://doi.org/10.1111/puar.13095
- Walker, R. M. (2006). Innovation type and diffusion: An empirical analysis of local government. Public Administration, 84(2), 311–335. https://doi.org/https://doi.org/10.1111/j.1467-9299.2006.00004.x
- Walker, R. M. (2007). An empirical evaluation of innovation types and organizational and environmental characteristics: Towards a configuration framework. Journal of Public Administration Research and Theory, 18(4), 591–615. https://doi.org/https://doi.org/10.1093/jopart/mum026
- Walker, R. M. (2014). Internal and external antecedents of process innovation: A review and extension. Public Management Review, 16(1), 21–44. https://doi.org/https://doi.org/10.1080/14719037.2013.771698
- Welburn, S. C., Bardosh, K. L., & Coleman, P. G. (2016). Novel financing model for neglected tropical diseases: Development impact bonds applied to sleeping sickness and rabies control. PLoS Neglected Tropical Diseases, 10(11), e0005000. https://doi.org/https://doi.org/10.1371/journal.pntd.0005000
- Wiggan, J. (2019). Financialisation, social impact bonds and the making of new market spaces in social policy. In A. Whitworth (Ed.), Towards a spatial social policy: Bridging the gap between geography and social policy (pp. 103–125). Policy Press.
- Young, M. M. (2021). The impact of technological innovation on service delivery: Social media and smartphone integration in a 311 system. Public Management Review, 1–25. Advance online publication. https://doi.org/https://doi.org/10.1080/14719037.2021.1877794