Making the Case for Intervention – A response

Alisa Helbitz and Emily Bolton from Social Finance UK reply to the Caroline Fiennes’s earlier Stanford Social Innovation Review article on the first social impact bond. They make a passionate defense of the Peterborough SIB in their article. They describe the benefits of the SIB, the challenges and the value of creating the first SIB, and note that the performance management system they created has shown promising results already.

One thing the article omits is the rationale for deciding on propensity score matching as the method for evaluation, and why, as they write, “[r]andomised controlled trials were not an option.” A discussion of this question is important for two reasons. The first reason is that several SIBs being designed elsewhere are attempting to use randomized controlled trials as the basis of evaluation. Therefore challenges encountered in Peterborough may have interesting lessons for persons designing these other SIBs.

The second reason is that a randomized controlled trial is valuable for an important reason. That reason is that the RCT reduces the likelihood that the outcomes we observe in the program happened by chance. Very often programs that appear to have delivered significant results among a set of individuals turn out to produce results similar to a comparison group of individuals that were not part of the program. The difference between RCTs and alternative measures has become so important that the U.S. government has started spending much more money on that evaluation method. So an understanding of when an RCT may be the appropriate tool for a SIB would be a useful addition to the ongoing conversation about this promising innovation.

NBER paper on social impact bonds

A rare academic paper has come out on social impact bonds. This one compares SIBs to alternative financing mechanisms. See abstract below.

“This note considers a relatively new form of financing for social services, the “Social Impact Bond.” Proponents of Social Impact Bonds argue that they present a solution to several problems in funding social services, including performance measurement and the distribution of risk. Using a simple model, we demonstrate that Social Impact Bonds have many features present in standard financing arrangements. They will lead to greater program success when investors’ effort can positively influence outcomes, but are unlikely to do so otherwise. We conclude that the value of this funding innovation will be strongly context-dependent.”

Pauly, Mark and Ashley Swanson. “Social Impact Bonds in Nonprofit Health Care: New Product or New Package?” NBER Working Paper 18991.

Named Echoing Green Finalist

In a bit of exciting news, I have been named an Echoing Green finalist, along with my co-founder and former classmate Avnish Gungadurdoss. The Echoing Green announcement is here and the Instiglio announcement is here. The three co-founders of Instiglio – myself, Avnish and Michael Eddy – decided to divide the work of applying to fellowships, as well as the benefits the fellowships bring; we have been successful in this strategy so far. Look soon for news from Michael Eddy.

Published in the San Francisco Fed

This week the Federal Reserve Bank of San Francisco published a 139-page issue of Community Development Investment Review devoted entirely to social impact bonds. I am one of five co-authors and members of the Harvard Kennedy School Social Impact Bond Technical Assistance Lab on an article describing lessons learned from implementation of social impact bonds in the United States. The Review is here and the article is here.

The full table of contents of the Review:

Foreword
Ian Galloway, Federal Reserve Bank of San Francisco

Background and Context

The Real Revolution of Pay for Success: Ending 40 Years of Stagnant Results for Communities
George Overholser and Caroline Whistler, Third Sector Capital Partners

Pay for Success is Not a Panacea
Daniel Stid, The Bridgespan Group

The Promise of Pay for Success
Jonathan Greenblatt, White House Office of Social Innovation and Civic Participation and Annie Donovan, White House Council on Environmental Quality

Social Impact Bonds: Lessons Learned So Far 
Hanna Azemati, Michael Belinsky, Ryan Gillette, Jeffrey Liebman, Alina Sellman, and Angela Wyse, John F. Kennedy School of Government, Harvard University

Pay for Success: Understanding the Risk Trade-offs 
Kristin Giantris and Bill Pinakiewicz, Nonprofit Finance Fund

The Ethics of Pay for Success 
Jodi Halpern and Douglas Jutte, University of California, Berkeley

Learning from the Low Income Housing Tax Credit: Building a New Social Investment Model 
Barry Zigas, Consumer Federation of America

Using Social Impact Bonds to Spur Innovation, Knowledge Building, and Accountability 
David Butler, Dan Bloom, and Timothy Rudd, MDRC

Roles and Responsibilities

Social Impact Bonds: Using Impact Investment to Expand Effective Social Programs
Luther Ragin, Jr., Global Impact Investing Network and Tracy Palandjian, Social Finance Inc.

Community Reinvestment Act (CRA) Banks as Pioneer Investors in Pay for Success Financing
Steven Godeke, Godeke Consulting

Innovation Needs Foundation Support: The Case of Social Impact Bonds
Kippy Joseph, Rockefeller Foundation

Pay for Success: Opportunities and Risks for Nonprofits
Laura Callanan and Jonathan Law, McKinsey & Co.

Success Begins with a Feasibility Study
Robert H. Dugger, ReadyNation

Government’s Role in Pay for Success
Kristina Costa, Center for American Progress and Sonal Shah, Case Foundation

Applications and Models

Rikers Island: The First Social Impact Bond in the United States 
John Olson and Andrea Phillips, Goldman Sachs

Human Capital Performance Bonds
Steve Rothschild, Invest in Outcomes

Pay for Success: Building On 25 Years of Experience with the Low Income Housing Tax Credit
Terri Ludwig, Enterprise Community Partners, Inc.

Can Pay for Success Reduce Asthma Emergencies and Reset a Broken Health Care System?
Rick Brush, Collective Health

Supporting At-Risk Youth: A Provider’s Perspective on Pay for Success
Lili Elkins, Roca Inc.

Tax Increment Finance: A Success-Driven Tool for Catalyzing Economic Development and Social Transformation
Toby Rittner, Council of Development Finance Agencies

Bringing Success to Scale: Pay for Success and Housing Homeless Individuals in Massachusetts
Joe Finn, Massachusetts Housing and Shelter Alliance and Jeff Hayward, United Way of Massachusetts Bay and Merrimack Valley

Making Pay for Success Work for Kids and Families
Patrick Lawler and Jessica Foster, Youth Villages

“What the First Social Impact Bond Won’t Tell Us” – A Response

A recent article about social impact bonds written by Caroline Fiennes of Giving Evidence and published in the Stanford Social Innovation Review (April 3, 2013) makes several interesting points about the Peterborough SIB. Caroline writes that the success of a SIB can be evaluated on three levels – whether investors should be repaid according to the selected intervention and evaluation, whether the intervention works, and whether the bond structure works. She argues that the structure of the Peterborough SIB can help assess the project using the first measure of success, but not using the latter two measures. This is, she says, because the evaluation of the intervention is insufficiently rigorous.

Caroline’s thinking follows a clear logic of looking at a process and asking how we should evaluate the process and how we should evaluate the outcomes of the process. (An excellent process may produce poor outcomes, and a faulty process may nevertheless give rise to outstanding results.) The application of this logic to social impact bonds is complicated, however, by the fact that the process and outcomes at hand are innovations. As such, both the process and the outcomes may change drastically from the SIB’s first application in Peterborough to subsequent applications. And difficulties specific to producing public policy innovation create additional costs and risks for the first application of a process that may be replicated at lower costs elsewhere. Therefore, I believe that findings of fault in a process or an outcome for the first application of an innovation are not indicative of future success of either the process or the outcome – let alone the innovation. These questions, perhaps, should be asked and answered across a set of applications.

Caroline notes these concerns when she says that “The best cannot be the enemy of the good.” But I believe that sentence understates the particular difficulties of a public policy innovation, and I expand on that statement here.

On the one hand, despite Caroline’s throughout measures of success, she is actually asking too little of the SIB program. SIBs are being piloted in the context of a larger, global conversation around how to create a social finance marketplace. Participants in this conversation are asking questions in addition to the ones Caroline proffered. Can we create a financial mechanism that attracts profit-seeking investors and directs money toward socially-desirable outcomes? Can we create sustainable intermediary organizations for this marketplace? And, broader still, is the social finance marketplace a viable goal, and what components of that marketplace are necessary? A theoretically ideal design of a pilot project should be aware of all these questions, as they determine actions taken by policymakers, investors, intermediaries, nonprofits, and so on.

On the other hand, Caroline is asking too much of this first pilot project. The first measure of success that Caroline outlines, whether investors should (and implicitly, are) repaid, is insufficiently tested by one project. Is the Peterborough repayment structure appropriate for similar projects? Is the contact, as written, appropriate? Will investors pull out of the project part-way if it becomes clear that service providers are failing? Will investors sue if disagreements over outcomes arise? These issues are best answered across multiple contacts, of which Peterborough is first.

The second measure, whether the intervention works, also cannot be sufficiently measured in the Peterborough SIB. Even if the project relied on a randomized controlled trial, the result would not guarantee that the program outcomes could be replicated in other prisons. Good social science, and good policy, certainly do not rely on a single randomized controlled trial. Further, a costly randomized controlled trial may have answered in the negative the question of whether a cost-effective SIB program can be created.

The third measure should similarly be expanded beyond “does this structure work.” What structure is most appropriate? Are different structured appropriate for different governments or different topic areas? Answers to these questions are informed by the process evaluation conducted by RAND, and are decided by the structure replicability.

The reality is that innovation in public policy is difficult. It faces many hurdles, may fail for countless reasons, and produces successes that often pale compared to the outsize efforts required to achieve them. Creating the first social impact bond, as Social Finance has done, required years of discussion. The second social impact bond has been easier. Subsequent ones should get easier still. So perhaps the questions that Caroline raises, and the ones that are raised by the impact investment community worldwide, can best be answered across a series of SIB programs.

“Social Impact Bonds – why so slow?” A Response

Toby Eccles from Social Finance UK recently asked an interesting question about social impact bonds on his personal blog. The question is “Could Social Impact Bonds be happening more quickly?” I offer here my own thoughts on this question.

Social impact bonds, or SIBs, certainly take a long time to create. Massachusetts started exploring SIBs in, or before, October 2011, released the RFP in January 2012, entered into negotiations with service providers in August 2012, and has not yet signed a pay-for-success contract. If Massachusetts signs a SIB by end of this year, it would have taken 24 months to create the SIB from RFP to contract, and longer if pre-RFP work is included in the count. The Essex SIB in England also took approximately 24 months. The New York City SIB was probably faster, at 12-18 months. Australia’s New South Wales government started exploring SIBs 12-18 months ago, and announced its first SIB this month. On average, if a government that has already looked at SIBs was to start creating one today, it would take it 9-12 months to deploy.

I think several components of this process are especially lengthy. Whenever a SIB has to go through procurement, its creation will become drastically slower. The government must design an evaluation system, issue a public call for proposals, evaluate the responses, request additional information if necessary, and select its counterparty. The NYC SIB and the Peterborough SIB did not undergo procurement. This reduced one lengthy part of the process for these SIBs, but the general novelty of the program probably erased most of these timing gains.

Toby mentions that governments may be unwilling to pay outside organizations to assist with the creation of a SIB in part because the deal is unclear and unlikely. Lack of funding may constrain outside organizations, such as intermediaries like Social Finance, from acquiring enough resources to develop the SIB faster. It may also signal to mid-level government officials that the government is not seriously invested into creating this program, and therefore they should not devote too much time to it themselves.

I think that SIBs will be created increasingly faster for three reasons. First, NGOs and governments around the world, including the Cabinet Office in the UK, are creating templates for SIB processes. This will enable future governments to copy large chunks of the legal and financial machinery of the SIB. Second, if initial SIBs succeed, investors will have a history of returns and financial arrangements against which to compare new SIBs, which may shorten their time to evaluate an investment.

Finally, as Toby mentions, governments and social enterprises are still learning how to partner with each other to increase social value while maintaining a financial proposition. This process in difficult because the two sectors speak a different language, and because governments worry that profit-seeking behavior will infect the behavior of social enterprises and warp their programs, and that therefore these organizations should be kept at arm’s length. If nothing else, the SIB helps erode these barriers and create a common language among the sector that, ultimately, may increase the speed of the conversation.

HKS Magazine highlights Instiglio’s work

The winter 2013 edition of the Harvard Kennedy School Magazine contains an excellent article about social impact bonds, which describes the work of the Harvard Kennedy School Social Impact Bond Technical Assistance Lab, a k a the SIB Lab, as well as the work of Instiglio, an organization I co-founded last year.

Market Values
Steve Nadis
Harvard Kennedy School Magazine
Winter 2013