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Information Technology and Political Engagement: Mixed Evidence from Uganda

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Abstract

This study integrates three related field experiments to learn about how Information Communications Technology (ICT) innovations can affect who gets to communicate with politicians. We implemented a nationwide experiment in Uganda following a smaller-scale framed field experiment that showed that ICTs can lead to significant ``flattening'': a greater share of marginalized populations used SMS-based communication compared to existing political communication channels. We find no evidence for such flattening from the national experiment, however. Instead patterns of participation look like politics as usual: participation rates are low and marginalized populations engage at especially low rates. We examine possible reasons for these differences, and then present the design and analysis of a third mechanism experiment that helps parse rival explanations for these divergent patterns. The evidence suggests that even when citizens have issues they want to raise, technological fixes to communication deficits can be easily undercut by structural weaknesses in political systems.

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... Our research is also aligned with work on the responsiveness of politicians to citizen needs and demands (Buntaine, Nielson, and Skaggs 2021;Golden, Gulzar, and Sonnet 2023;Grossman, Humphreys, and Sacramone-Lutz 2020;Hawkins, Wolferts, and Nielson 2018;Keefer and Khemani 2005;Liaqat 2020;Loewen, Rubenson, and McAndrews 2022;Todd et al. 2021). Much of this literature attempts to assess the conditions under which policy decisions respond to information about citizen demands. ...
... 43 See SM Section 5.1. rely on empowering citizens to communicate with politicians rather than providing information to politicians directly (see, e.g., Grossman, Humphreys, and Sacramone-Lutz [2020]; Gulzar, Hai, and Paudel [2021]). Such interventions may cause politicians to respond based on the status of voters rather than on the type of information (Grossman and Slough 2021). ...
... See alsoBussell (2019),Grossman, Humphreys, and Sacramone- Lutz (2020), andGulzar, Hai, and Paudel (2021) for evidence in other contexts.4 Malawian MPs estimate that they pay $1,256 for a single constituency visit: 12% of their official yearly income in 2020(Barkan et al. 2010). ...
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Do well-informed politicians make more effective spending decisions? In experiments with 70% of all elected politicians in Malawi ( N=460 ), we tested the effects of information on public spending. Specifically, we randomly provided information about school needs, foreign aid, and voting patterns prior to officials making real decisions about the allocation of spending. We show that these information interventions reduced inequalities in spending: treatment group politicians were more likely to spend in schools neglected by donors and in schools with greater need. Some information treatment effects were strongest in remote and less populated communities. These results suggest that information gaps partially explain inequalities in spending allocation and imply social welfare benefits from improving politicians’ access to information about community needs.
... Second, NGOs capable of managing complex RCTs (designed to provide evidence of program effectiveness) are also likely to implement programs more effectively than the average implementer. Such "persistent productivity differentials," whereby organizations confronting seemingly similar circumstances sometimes perform at persistently different levels, have been documented in a number of other settings in organizational economics Although we do not necessarily focus on the same set of mechanisms and pathways that feature in this literature, our study is also related to the growing body of work on the role of implementer identity, which finds that NGO-led interventions are generally more effective than comparable efforts by other actors (Berge et al., 2012;Bold et al., 2018;Cameron, Olivia, and Shah, 2019;Grossman, Humphreys, and Sacramone-Lutz, 2020;Fischer et al., 2019;Fitch-Fleischmann and Kresch, 2021;Henderson and Lee, 2015;Vivalt, 2020). 4 By comparing NGOs to other types of implementers, this literature sheds light on differences in effectiveness that emerge due to what we refer to as the "overall NGO effect," i.e., the combination of various observed and unobserved implementer-specific factors that can influence program success, such as an implementer's location, organizational capacity, as well as an implementer's prior exposure to beneficiaries (the focus of our study). ...
... Finally, no study reports that NGOs perform worse than other types of implementers. If anything, we observe that some studies report extremely large, positive differences in effect sizes between NGO-and non-NGO-led programs (e.g., BenYishay and Mobarak, 2019;Grossman, Humphreys, and Sacramone-Lutz, 2020). While such large effect sizes-in excess of 1,500 percent-are not feasible in our setting, this does suggest that the prior literature points to the possibility of large differences in effectiveness between NGO and non-NGO implementers, depending on factors such as the nature of the intervention, baseline familiarity with or uptake of promoted development solutions, and local contexts. ...
Article
Programs implemented by non-governmental organizations (NGOs) are often more effective than comparable efforts by other actors, yet relatively little is known about how implementer identity drives final outcomes. By combining a stratified field experiment in India with a tripledifferences estimation strategy, we show that a local development NGO's prior engagement with target communities increases the effectiveness of a technology-promotion program implemented in these areas by at least 30 percent. This “NGO reputation effect” has implications for the generalizability and scalability of evidence from experimental research conducted with local implementation partners.
... Bold et al. (2013) find that an educational intervention increased student test scores when implemented by an NGO in Western Kenya but failed to increase scores when replicated at scale by the government. Grossman, Humphreys and Sacramont-Lutz (2015) finds that the high take-up by marginalized populations of new low-cost technology that allows constituents to engage with their local politicians could not be replicated when scaled to comprehensively cover half the country. A more promising outcome is reported in Banerjee et al. (2017) and Banerjee et al. (2016) who build on knowledge gained through previous failed attempts to effectively scale up the "Teaching at the Right Level" program. ...
... Toilet construction requires a significant outlay of capital. In the endline 11 The categorization here draws from and augments Grossman et al. (2015) who attribute the lower uptake in the scaled up version of the political engagement technology they study to a design effect-invitations to participate were given over the radio, rather than in person during a survey and an implementation agent effect-scale up involved implementation by parliament and promotion by politicians which may have altered incentives. The lack of replicability found in the teaching intervention in Bold et al. (2013) is slated to a combination of general equilibrium effects arising from political economy forces associated with union resistance to the hiring of a large number of contract teachers, and implementation agent effects. ...
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We investigate the impacts of a widely used sanitation intervention, Community-Led Total Sanitation, which was implemented at scale across rural areas of Indonesia with a randomized controlled trial to evaluate its effectiveness. The program resulted in modest increases in toilet construction, decreased community tolerance of open defecation and reduced roundworm infestations in children. However, there was no impact on anemia, height or weight. We find important heterogeneity along three dimensions: (1) poverty—poorer households are limited in their ability to improve sanitation; (2) implementer identity—scale up involves local governments taking over implementation from World Bank contractors yet no sanitation and health benefits accrue in villages with local government implementation; and (3) initial levels of social capital—villages with high initial social capital built toilets whereas the community-led approach was counterproductive in low social capital villages with fewer toilets being built.
... To the best of our knowledge, we are the first to provide at-scale experimental evidence on the impact of an actual private website dedicated to job-search assistance. This is an important contribution, given the growing evidence that interventions which are effective in a small, controlled setting may become unimpactful when they are scaled up (e.g., Banerjee, Duflo, and Glennerster 2008;Banerjee et al. 2017;Grossman, Humphreys, and Sacramone-Lutz 2020). ...
... Not only because the implementation rates of the projects covered in the reports are already very low, but also because reports repeatedly indicate how programme officers were not able to get a response from MPs, or even got threats from MPs that they would abandon the project altogether if not left alone (BudgIT, 2018b: 131). Similar to the Ugandan case (Grossman et al., 2020;Humphreys and Weinstein, 2012), the idea of being monitored did apparently not lead to more activism from lawmakers. ...
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Political parties in Africa and other developing countries are known to forge clientelist rather than programmatic ties to voters. Yet this does not mean that parties reward strong legislator-voter ties. In this paper, I argue for the case of Nigeria that lawmakers seeking to advance their political careers are incentivized to direct public resources to party members and senior party elites rather than serve their constituents in general. I draw on interviews with 8th National Assembly (2015–2019) lawmakers as well as quantitative data on MP re-election, targeted bills and motions, and the use of constituency development funds to demonstrate the predominance of narrow clientelism in Nigeria. I also place the Nigerian case in comparative perspective to argue that the extent to which legislators devote attention to constituents is likely to exist on a continuum, with the causes and consequences of this variation requiring further attention from scholars.
... Treatments are rarely identical across contexts but, as argued above, they often have a similar mechanism underpinning the causal principles in play. Theorizing about a useful level of abstraction, and designing to check that abstraction, is key to understanding how the mechanisms travel to other contexts (Sartori 1970 The search for a useful level of abstraction gives rise to a related question of scale (Banerjee et al. 2017a, Bold et al. 2018, Grossman et al. 2020. Many studies are constrained by design, meaning that they focus only on partial equilibrium, 19 whereas a theoretical mechanism and context under investigation could usefully be analyzed at a higher, general equilibrium level (Acemoglu 2010, Deaton 2010. ...
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External validity captures the extent to which inferences drawn from a given study's sample apply to a broader population or other target populations. Social scientists frequently invoke external validity as an ideal, but they rarely attempt to make rigorous, credible external validity inferences. In recent years, methodologically oriented scholars have advanced a flurry of work on various components of external validity, and this article reviews and systematizes many of those insights. We first clarify the core conceptual dimensions of external validity and introduce a simple formalization that demonstrates why external validity matters so critically. We then organize disparate arguments about how to address external validity by advancing three evaluative criteria: model utility, scope plausibility, and specification credibility. We conclude with a practical aspiration that scholars supplement existing reporting standards to include routine discussion of external validity. It is our hope that these evaluation and reporting standards help rebalance scientific inquiry, such that the current obsession with causal inference is complemented with an equal interest in generalized knowledge.
... The contexts in which these experiments took place also suggest optimism for efforts by individuals and organizations to implement the non-judgmental exchange of narratives at scale: None of the seven organizations we worked with had previously implemented such an intervention, nor had the canvassers had any such prior experience. Previous research has found smaller treatment effects of other interventions when they are implemented at larger scale and by new partner organizations (Allcott 2015;Grossman, Humphreys, and Sacramone-Lutz 2019), consistent with the smaller effects we found in this study than in Broockman and Kalla (2016), as shown in Table 1. 14 While future research should continue to test potential boundary conditions on these effects, our findings already suggest optimism for other practitioners seeking to implement our findings. ...
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Exclusionary attitudes—prejudice toward outgroups and opposition to policies that promote their well-being—are presenting challenges to democratic societies worldwide. Drawing on insights from psychology, we argue that non-judgmentally exchanging narratives in interpersonal conversations can facilitate durable reductions in exclusionary attitudes. We support this argument with evidence from three pre-registered field experiments targeting exclusionary attitudes toward unauthorized immigrants and transgender people. In these experiments, 230 canvassers conversed with 6,869 voters across 7 US locations. In Experiment 1, face-to-face conversations deploying arguments alone had no effects on voters’ exclusionary immigration policy or prejudicial attitudes, but otherwise identical conversations also including the non-judgmental exchange of narratives durably reduced exclusionary attitudes for at least four months (d = 0.08). Experiments 2 and 3, targeting transphobia, replicate these findings and support the scalability of this strategy (ds = 0.08, 0.04). Non-judgmentally exchanging narratives can help overcome the resistance to persuasion often encountered in discussions of these contentious topics.
... In particular, we demonstrate how solutions from applied research that is tied to the places, populations, and programmes associated with specific NGOs may have very different impacts when implemented in alternative settings (Ravallion 2009). 3 Our study is also related to a growing literature on the role of implementer identity, which finds that NGO-led interventions are generally more effective than comparable efforts by other actors (Bold et al. 2016;Cameron and Shah 2017;Grossman et al. 2016;Henderson and Lee 2015). Yet such comparisons implicitly assume that there is something inherently different about NGOs that leads to implementation effectiveness. ...
... We did not collect extensive demographic data on the reporters in our study, which limits our ability to comment on who participated. Future research is needed to determine how responsiveness shapes the composition of reporters (Grossman, Humphreys and Sacramone-Lutz 2018), though existing work suggests it is equally important for crowdsourcing platforms (see Sjoberg, Mellon and Peixoto 2017;Trucco 2017). ...
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... Data culled from the U-Bridge system suggests high levels of adoption in comparison to similar ICT programs studied elsewhere (Belcher, Lopes, Sjoberg, & Mellon, 2016;Grossman, Humphreys, & Sacramone-Lutz, 2016). Between August 2014 and November 2015 over 10,000 messages were sent via the platform. ...
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... In particular, we demonstrate how solutions from applied research that is tied to the places, populations, and programmes associated with specific NGOs may have very different impacts when implemented in alternative settings (Ravallion 2009). 3 Our study is also related to a growing literature on the role of implementer identity, which finds that NGO-led interventions are generally more effective than comparable efforts by other actors (Bold et al. 2016;Cameron and Shah 2017;Grossman et al. 2016;Henderson and Lee 2015). Yet such comparisons implicitly assume that there is something inherently different about NGOs that leads to implementation effectiveness. ...
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Politicians shirk when their performance is obscure to constituents. We theorize that when politician performance information is disseminated early in the electoral term, politicians will subsequently improve their performance in anticipation of changes in citizens’ evaluative criteria and possible challenger entry in the next election. However, politicians may only respond in constituencies where opposition has previously mounted. We test these predictions in partnership with a Ugandan civil society organization in a multiyear field experiment conducted in 20 district governments between the 2011 and 2016 elections. While the organization published yearly job duty performance scorecards for all incumbents, it disseminated the scorecards to constituents for randomly selected politicians. These dissemination efforts induced politicians to improve performance across a range of measures, but only in competitive constituencies . Service delivery was unaffected. We conclude that, conditional on electoral pressure, transparency can improve politicians’ performance between elections but not outcomes outside of their control.
Book
This book is comprised of one study and three field evaluations of civic tech initiatives in developing countries. The study reviews evidence on the use of twenty-three information and communication technology (ICT) platforms designed to amplify citizen voices to improve service delivery. Focusing on empirical studies of initiatives in the global south, the authors highlight both citizen uptake (yelp) and the degree to which public service providers respond to expressions of citizen voice (teeth). The first evaluation looks at U-report in Uganda, a mobile platform that runs weekly large-scale polls with young Ugandans on a number of issues, ranging from safety to access to education to inflation to early marriage. The following evaluation takes a closer look at MajiVoice, an initiative that allows Kenyan citizens to report, through multiple channels, complaints with regard to water services. The third evaluation examines the case of Rio Grande do Sul’s participatory budgeting - the world’s largest participatory budgeting system - which allows citizens to participate either online or offline in defining the state’s yearly spending priorities. While the comparative study has a clear focus on the dimension of government responsiveness, the evaluations examine civic technology initiatives using five distinct dimensions, or lenses. The choice of these lenses is the result of an effort bringing together researchers and practitioners to develop an evaluation framework suitable to civic technology initiatives.
Article
In this paper we examine how policymakers and practitioners should interpret the impact evaluation literature when presented with conflicting experimental and non-experimental estimates of the same intervention across varying contexts. As is well known, non-experimental estimates of a treatment effect comprise a causal treatment effect and a bias term due to endogenous selection into treatment. When non-experimental estimates vary across contexts any claim for external validity of an experimental result must make the assumption that (a) treatment effects are constant across contexts, while (b) selection processes vary across contexts. This assumption is rarely stated or defended in systematic reviews of evidence. As an illustration of these issues, we examine two thoroughly researched literatures in the economics of education – class size effects and gains from private schooling – which provide experimental and non-experimental estimates of causal effects from the same context and across multiple contexts. We show that the range of “true” causal effects in these literatures implies non-experimental estimates from the right context are, at present, a better guide to policy than experimental estimates from a different context. We conclude with recommendations for research and policy, including the need to evaluate programs in context, and avoid simple analogies to clinical medicine in which “systematic reviews” attempt to identify best-practices by putting most (or all) weight on the most “rigorous” evidence with no allowance for context.
Article
INTRODUCTION: Reproducibility is a defining feature of science, but the extent to which it characterizes current research is unknown. Scientific claims should not gain credence because of the status or authority of their originator but by the replicability of their supporting evidence. Even research of exemplary quality may have irreproducible empirical findings because of random or systematic error. RATIONALE: There is concern about the rate and predictors of reproducibility, but limited evidence. Potentially problematic practices include selective reporting, selective analysis, and insufficient specification of the conditions necessary or sufficient to obtain the results. Direct replication is the attempt to recreate the conditions believed sufficient for obtaining a previously observed finding and is the means of establishing reproducibility of a finding with new data. We conducted a large-scale, collaborative effort to obtain an initial estimate of the reproducibility of psychological science. RESULTS: We conducted replications of 100 experimental and correlational studies published in three psychology journals using high-powered designs and original materials when available. There is no single standard for evaluating replication success. Here, we evaluated reproducibility using significance and P values, effect sizes, subjective assessments of replication teams, and meta-analysis of effect sizes. The mean effect size (r) of the replication effects (Mr = 0.197, SD = 0.257) was half the magnitude of the mean effect size of the original effects (Mr = 0.403, SD = 0.188), representing a substantial decline. Ninety-seven percent of original studies had significant results (P < .05). Thirty-six percent of replications had significant results; 47% of original effect sizes were in the 95% confidence interval of the replication effect size; 39% of effects were subjectively rated to have replicated the original result; and if no bias in original results is assumed, combining original and replication results left 68% with statistically significant effects. Correlational tests suggest that replication success was better predicted by the strength of original evidence than by characteristics of the original and replication teams. CONCLUSION: No single indicator sufficiently describes replication success, and the five indicators examined here are not the only ways to evaluate reproducibility. Nonetheless, collectively these results offer a clear conclusion: A large portion of replications produced weaker evidence for the original findings despite using materials provided by the original authors, review in advance for methodological fidelity, and high statistical power to detect the original effect sizes. Moreover, correlational evidence is consistent with the conclusion that variation in the strength of initial evidence (such as original P value) was more predictive of replication success than variation in the characteristics of the teams conducting the research (such as experience and expertise). The latter factors certainly can influence replication success, but they did not appear to do so here. Reproducibility is not well understood because the incentives for individual scientists prioritize novelty over replication. Innovation is the engine of discovery and is vital for a productive, effective scientific enterprise. However, innovative ideas become old news fast. Journal reviewers and editors may dismiss a new test of a published idea as unoriginal. The claim that “we already know this” belies the uncertainty of scientific evidence. Innovation points out paths that are possible; replication points out paths that are likely; progress relies on both. Replication can increase certainty when findings are reproduced and promote innovation when they are not. This project provides accumulating evidence for many findings in psychological research and suggests that there is still more work to do to verify whether we know what we think we know.
Article
A large literature examining advanced and consolidating democracies suggests that education increases political participation However, in electoral authoritarian regimes, educated voters may instead deliberately disengage. If education increases critical capacities, political awareness, and support for democracy, educated citizens may believe that participation is futile or legitimizes autocrats. We test this argument in Zimbabwe a paradigmatic electoral authoritarian regime-by exploiting cross-cohort variation in access to education following a major educational reform. We find that education decreases political participation, substantially reducing the likelihood that better-educated citizens vote, contact politicians, or attend community meetings. Consistent with deliberate disengagement, education's negative effect on participation dissipated following 2008' s more competitive election, which (temporarily) initiated unprecedented power sharing. Supporting the mechanisms underpinning our hypothesis, educated citizens experience better economic outcomes, are more interested in politics, and are more supportive of democracy, but are also more likely to criticize the government and support opposition parties.
Article
Politicians regularly underperform in their job duties due to the obscurity of their actions to constituents. In this study, we investigate the effects of a local CSO's initiative to improve the transparency of politicians' performance in a multi-year field experiment involving 408 politicians in 20 Ugandan district governments between the 2011 and 2016 elections. The CSO assembled annual performance scorecards to rate how well politicians carried out their legally defined job duties, and presented them to all politicians in plenary sessions. For randomly-selected politicians, the scorecard was additionally disseminated to constituents for two mid-term years. We find that scorecard dissemination to citizens improved politicians' subsequent performance across a range of performance measures, but only in competitive constituencies. These findings suggest that, conditional on electoral pressure, performance transparency can improve politicians' performance between elections. Service delivery, affected by the performance of many diverse government actors other than politicians, was unaffected.
Article
We test the claim that African leaders favor members of their own ethnic groups by studying ethnic favoritism in the education sector in Kenya. We use data on the educational attainment of more than fifty thousand Kenyans dating back to the colonial era, as well as information about the ethnic identities of Kenyan presidents, cabinet members, and highlevel education bureaucrats since the 1960s. Consistent with previous work, we find that having a coethnic as president during one's school-age years is associated with an increase in the schooling that children acquire. In contrast to recent studies, we find that multiparty political competition has no impact on the degree of ethnic favoritism in the education sector. We also go beyond prior work in three ways. First, we show that coethnics of the minister of education also acquire more schooling than children from other ethnic groups - evidence that ministerial appointments come with real power to impact distributive politics. Second, we investigate the effects of coethnicity using different definitions of the president's ethnic community and provide evidence that the beneficiaries of ethnic favoritism can shift with the introduction of democratic electoral competition. Third, we examine several mechanisms through which having a coethnic president might matter and find much greater support for mechanisms emphasizing the supply of inputs to coethnics than those emphasizing the demand by coethnics for greater educational opportunities.
Article
Why have seemingly similar African countries developed very different forms of democratic party systems? Despite virtually ubiquitous conditions that are assumed to be challenging to democracy – low levels of economic development, high ethnic heterogeneity, and weak state capacity – nearly two dozen African countries have maintained democratic competition since the early 1990s. Yet the forms of party system competition vary greatly: from highly stable, nationally organized, well-institutionalized party systems to incredibly volatile, particularistic parties in systems with low institutionalization. To explain their divergent development, Rachel Beatty Riedl points to earlier authoritarian strategies to consolidate support and maintain power. The initial stages of democratic opening provides an opportunity for authoritarian incumbents to attempt to shape the rules of the new multiparty system in their own interests, but their power to do so depends on the extent of local support built up over time. The particular form of the party system that emerges from the democratic transition is sustained over time through isomorphic competitive pressures embodied in the new rules of the game, the forms of party organization and the structure of competition that shape party and voter behavior alike.
Article
Why do strong opposition party organizations emerge in some democratizing countries, while those in others remain weak or quickly fragment on ethnic lines? This book offers an explanation for why opposition parties vary in organizational form, cohesion, and mobilizational reach. The book draws upon an in-depth analysis of three countries in Anglophone Africa: Zimbabwe, Zambia, and Kenya. Though these countries share similar institutional frameworks, including electoral rules, party development has taken a different route in each. The explanation emphasizes the ways in which historical legacies interact with strategic choices to produce different trajectories of party development. In terms of the role of history, the book argues that strong opposition parties are more likely where authoritarian states relied on alliances with corporate actors like labor. In these contexts, ruling parties armed their allies, providing them with mobilizing structures and political resources that could later be used to challenge the state. Secondly, opposition parties are more likely to maintain their organizational cohesion and the commitment of activists when they use strategies and appeals that escalate conflict and reorient social boundaries around the lines of partisan affiliation. Polarization forges stronger parties, but it also increases the likelihood of violence and authoritarian retrenchment. The book provides an explanation of why democratization in the hybrid regimes of the late Third Wave may prove more conflictual and more protracted than earlier transitions to democracy.
Article
How do the media affect public support for democratic institutions in a fragile democracy? What role do they play in a dictatorial regime? We study these questions in the context of Germany of the 1920s and 1930s. During the democratic period, when the Weimar government introduced progovernment political news, the growth of Nazi popularity slowed down in areas with access to radio. This effect was reversed during the campaign for the last competitive election as a result of the pro-Nazi radio broadcast following Hitler’s appointment as chancellor. During the consolidation of dictatorship, radio propaganda helped the Nazis enroll new party members. After the Nazis established their rule, radio propaganda incited anti-Semitic acts and denunciations of Jews to authorities by ordinary citizens. The effect of anti-Semitic propaganda varied depending on the listeners’ predispositions toward the message. Nazi radio was most effective in places where anti-Semitism was historically high and had a negative effect in places with historically low anti-Semitism.
Article
Ethnic favoritism is seen as antithetical to development. This paper provides credible quantification of the extent of ethnic favoritism using data on road building in Kenyan districts across the 1963–2011 period. Guided by a model, it then examines whether the transition in and out of democracy under the same president constrains or exacerbates ethnic favoritism. Across the post-independence period, we find strong evidence of ethnic favoritism: districts that share the ethnicity of the president receive twice as much expenditure on roads and have five times the length of paved roads built. This favoritism disappears during periods of democracy.
Article
“Site selection bias” can occur when the probability that a program is adopted or evaluated is correlated with its impacts. I test for site selection bias in the context of the Opower energy conservation programs, using 111 randomized control trials involving 8.6 million households across the United States. Predictions based on rich microdata from the first 10 replications substantially overstate efficacy in the next 101 sites. Several mechanisms caused this positive selection. For example, utilities in more environmentalist areas are more likely to adopt the program, and their customers are more responsive to the treatment. Also, because utilities initially target treatment at higher-usage consumer subpopulations, efficacy drops as the program is later expanded. The results illustrate how program evaluations can still give systematically biased out-of-sample predictions, even after many replications. JEL Codes: C93, D12, L94, O12, Q41.
Article
This article investigates the role of mass media in times of conflict and state-sponsored mass violence against civilians. We use a unique village-level data set from the Rwandan genocide to estimate the impact of a popular radio station that encouraged violence against the Tutsi minority population. The results show that the broadcasts had a significant effect on participation in killings by both militia groups and ordinary civilians. An estimated 51,000 perpetrators, or approximately 10% of the overall violence, can be attributed to the station. The broadcasts increased militia violence not only directly by influencing behavior in villages with radio reception but also indirectly by increasing participation in neighboring villages. In fact, spillovers are estimated to have caused more militia violence than the direct effects. Thus, the article provides evidence that mass media can affect participation in violence directly due to exposure and indirectly due to social interactions. JEL Codes: D7, N4.
Article
In this paper we examine how policymakers and practitioners should interpret the impact evaluation literature when presented with conflicting experimental and non-experimental estimates of the same intervention across varying contexts. As is well known, non-experimental estimates of a treatment effect comprise a causal treatment effect and a bias term due to endogenous selection into treatment. When non-experimental estimates vary across contexts any claim for external validity of an experimental result must make the assumption that (a) treatment effects are constant across contexts, while (b) selection processes vary across contexts. This assumption is rarely stated or defended in systematic reviews of evidence. As an illustration of these issues, we examine two thoroughly researched literatures in the economics of education – class size effects and gains from private schooling – which provide experimental and non-experimental estimates of causal effects from the same context and across multiple contexts. We show that the range of “true” causal effects in these literatures implies non-experimental estimates from the right context are, at present, a better guide to policy than experimental estimates from a different context. We conclude with recommendations for research and policy, including the need to evaluate programs in context, and avoid simple analogies to clinical medicine in which “systematic reviews” attempt to identify best-practices by putting most (or all) weight on the most “rigorous” evidence with no allowance for context.
Article
Significance Humans frequently act contrary to their self-interest and reject low offers in bargaining games. Some evidence suggests that elites, however, are much more rational and self-interested, but this hypothesis has never been directly tested in bargaining games. Using a unique sample of US policy and business elites, we find the opposite. Compared with typical convenience samples, elites are even more prone to act contrary to self-interest by rejecting low offers when bargaining. Appearing to anticipate this fact, elites also make higher offers. This may help to explain why policy elites, such as the diplomats who negotiate treaties on topics like global warming, pay close attention to distributional concerns even though such concerns have been a perennial source of policy gridlock.
Book
Do women participate in and influence meetings equally with men? Does gender shape how a meeting is run and whose voices are heard? The Silent Sex shows how the gender composition and rules of a deliberative body dramatically affect who speaks, how the group interacts, the kinds of issues the group takes up, whose voices prevail, and what the group ultimately decides. It argues that efforts to improve the representation of women will fall short unless they address institutional rules that impede women's voices. Using groundbreaking experimental research supplemented with analysis of school boards, Christopher Karpowitz and Tali Mendelberg demonstrate how the effects of rules depend on women's numbers, so that small numbers are not fatal with a consensus process, but consensus is not always beneficial when there are large numbers of women. Men and women enter deliberative settings facing different expectations about their influence and authority. Karpowitz and Mendelberg reveal how the wrong institutional rules can exacerbate women's deficit of authority while the right rules can close it, and, in the process, establish more cooperative norms of group behavior and more generous policies for the disadvantaged. Rules and numbers have far-reaching implications for the representation of women and their interests. Bringing clarity and insight to one of today's most contentious debates, The Silent Sex provides important new findings on ways to bring women's voices into the conversation on matters of common concern.
Article
The recent wave of randomized trials in development economics has provoked criticisms regarding external validity. We investigate two concerns — heterogeneity across beneficiaries and implementers — in a randomized trial of contract teachers in Kenyan schools. The intervention, previously shown to raise test scores in NGO-led trials in Western Kenya and parts of India, was replicated across all Kenyan provinces by an NGO and the government. Strong effects of short-term contracts produced in controlled experimental settings are lost in weak public institutions: NGO implementation produces a positive effect on test scores across diverse contexts, while government implementation yields zero effect. The data suggests that the stark contrast in success between the government and NGO arm can be traced back to implementation constraints and political economy forces put in motion as the program went to scale.
Article
The conventional wisdom that the poor are less likely than the rich to vote is based upon research on voting behavior in advanced industrialized countries. However, in many places the relationship between turnout and socioeconomic status is reversed. We argue that the potential tax exposure of the rich explains the positive relationship between income and voting in some places and not others. Where the potential tax exposure of the rich is high, they have more of an incentive to participate in politics. Therefore, where states have the capacity to tax the rich, politicians use fiscal policy to gain support. Using survey data from a wide range of developed and developing countries, we demonstrate that the rich turn out to vote at higher rates than the poor where the state has the bureaucratic capacity ti tax the rich and where the political preferences of the rich and poor diverge.
Article
How does access to information communication technology (ICT) affect who gets heard and what gets communicated to politicians? On one hand ICT can lower communication costs; on the other hand more technological channels may be used disproportionately by the already well connected. To address this question we presented a representative sample of constituents in Uganda with an opportunity to send a text-message to their representatives at one of three randomly assigned prices. Critically, and contrary to concerns that technological innovations benefit the privileged, we find evidence that ICT can lead to significant flattening: a greater share of marginalized populations use this channel compared to existing political communication channels. Price plays a more complex role. Subsidizing the full cost of messaging increases uptake by over 40%. Surprisingly however, subsidy-induced increases in uptake do not yield further flattening since free channels are not used at higher rates by more marginalized constituents.
Article
Over two decades have passed since the ‘third wave’ of democratization began to roll across sub-Saharan Africa in the early 1990s. The introduction to this collection provides an overall assessment of the (lack of) progress made in democratization processes in Africa from 1990 to 2010. It highlights seven areas of progress and setbacks: increasingly illegitimate, but ongoing military intervention; regular elections and occasional transfers of power, but realities of democratic rollback and hybrid regimes; democratic institutionalization, but ongoing presidentialism and endemic corruption; the institutionalization of political parties, but widespread ethnic voting and the rise of an exclusionary (and often violent) politics of belonging; increasingly dense civil societies, but local realities of incivility, violence and insecurity; new political freedoms and economic growth, but extensive political controls and uneven development; and the donor community's mixed commitment to, and at times perverse impact on, democracy promotion. We conclude that steps forward remain greater than reversals and that typically, though not universally, sub-Saharan African countries are more democratic today than in the late 1980s. Simultaneously, we call for more meaningful processes of democratization that aim not only at securing civil and political rights, but also socio-economic rights and the physical security of African citizens.
Article
Dale and Strauss’s (DS) noticeable reminder theory (NRT) of voter mobilization posits that mobilization efforts that are highly noticeable and salient to potential voters, even if impersonal, can be successful. In an innovative experimental design, DS show that text messages substantially boost turnout, challenging previous claims that social connectedness is the key to increasing participation. We replicate DS’s research design and extend it in two key ways. First, whereas the treatment in DS’s experiment was a “warm” text message combined with contact, we test NRT more cleanly by examining the effect of “cold” text messages that are completely devoid of auxiliary interaction. Second, we test an implication of NRT that habitual voters should exhibit the largest treatment effects in lower salience elections whereas casual voters should exhibit the largest treatment effects in higher salience elections. Via these two extensions, we find support for NRT.
Article
We use a randomized experiment and a structural model to test whether monitoring and financial incentives can reduce teacher absence and increase learning in India. In treatment schools, teachers' attendance was monitored daily using cameras, and their salaries were made a nonlinear function of attendance. Teacher absenteeism in the treatment group fell by 21 percentage points relative to the control group, and the children's test scores increased by 0.17 standard deviations. We estimate a structural dynamic labor supply model and find that teachers respond strongly to financial incentives. Our model is used to compute cost-minimizing compensation policies. (JEL I21, J31, J45, O15)
Article
The aim of this paper is to analyze the factors underlying the gender gap in African electoral and inter-electoral political participation. Drawing on new data covering over 27,000 respondents from 246 regions in 20 emerging African democracies, the empirical findings suggest that while there is a gender gap in both voting and inter-electoral participation, the latter is larger. Whereas several of the investigated individual and contextual characteristics are found to be important determinants of participation, they explain only a very modest share of the observed gender gaps. We do find, however, that gender gaps in education are negatively correlated with female inter-electoral participation and that gender gaps in employment are negatively related to female voting. Interestingly, and contrary to suggestions in previous research, there is no evidence that religiosity at the individual or community level increases the gender differences in political activity.
Article
Competitive elections create a relationship of formal accountability between policy makers and citizens. Recent theoretical work suggests that there are limits on how well this formal accountability links policy decisions to citizen preferences. In particular, incumbents' incentives are driven not by the voters' evaluation of the normative desirability of outcomes but by the outcome's information about the incumbent's type (e.g., competence or ideology). This review surveys both this body of theory and the robust empirical literature it has spawned. It concludes with a short discussion of ongoing work that attempts to integrate this theoretical perspective with a richer view of policy-making institutions.
Article
Current explanations of effective voter mobilization strategies maintain that turnout increases only when a potential voter is persuaded to participate through increased social connectedness. The connectedness explanation does not take into account, however, that registered voters, by registering, have already signaled their interest in voting. The theory presented in this article predicts that impersonal, noticeable messages can succeed in increasing the likelihood that a registered voter will turn out by reminding the recipient that Election Day is approaching. Text messaging is examined as an example of an impersonal, noticeable communication to potential voters. A nationwide field experiment (n = 8,053) in the 2006 election finds that text message reminders produce a statistically significant 3.0 percentage point increase in the likelihood of voting. While increasing social connectedness has been shown to positively affect voter turnout, the results of this study, in combination with empirical evidence from prior studies, suggest that connectedness is not a necessary condition for a successful mobilization campaign. For certain voters, a noticeable reminder is sufficient to drive them to the polls.
Article
Previous analyses of African politics have mistaken parties'dearth of position taking on issues as an absence of substantive electoral debate. The authors demonstrate that political parties tackle substantive issues during African elections, but generally voice them through valence appeals rather than by staking out distinct positions. The authors theorize that uncertainty, coupled with the single-party heritage and the elite dominance of African electoral politics, leads parties to employ valence discourse in their national election campaigns. With evidence from 950 newspaper articles during seven election cycles in African countries, the authors show that politicians predominantly use valence discourse when discussing political issues in the period approaching elections. They find tentative evidence that opposition actors are more likely to take positions than incumbents, and that civil society is more likely to raise position issues than political parties. This contribution aims to enrich the debate on electoral issues in Africa, but also draw greater attention to the potential impact of valence discourse on party systems in a comparative context.
Article
The game theoretic study of coalitions focuses on settings in which commitment technologies are available to allow groups to coordinate their actions. Analyses of such settings focus on two questions. First, what are the implications of the ability to make commitments and form coalitions for how games are played? Second, given that coalitions can form, which coalitions should we expect to see forming? I examine classic cooperative and new noncooperative game theoretic approaches to answering these questions. Classic approaches have focused especially on the first question and have produced powerful results. However, these approaches suffer from a number of weaknesses. New work attempts to address these shortcomings by modeling coalition formation as an explicitly noncooperative process. This new research reintroduces the problem of coalitional instability characteristic of cooperative approaches, but in a dynamic setting. Although in some settings, classic solutions are recovered, in others this new work shows that outcomes are highly sensitive, not only to bargaining protocols, but also to the forms of commitment that can be externally enforced. This point of variation is largely ignored in empirical research on coalition formation. I close by describing new agendas in coalitional analysis that are being opened up by this new approach.
Article
Randomized experiments have become a popular tool in development economics research and have been the subject of a number of criticisms. This paper reviews the recent literature and discusses the strengths and limitations of this approach in theory and in practice. We argue that the main virtue of randomized experiments is that, owing to the close collaboration between researchers and implementers, they allow the estimation of parameters that would not otherwise be possible to evaluate. We discuss the concerns that have been raised regarding experiments and generally conclude that, although real, they are often not specific to experiments. We conclude by discussing the relationship between theory and experiments.
Article
Despite a widespread trend toward the adoption of increasingly participatory approaches to political decision making in developing countries, there is little or no evidence that these practices in fact return the benefits attributed to them. This article investigates one specific worry—that participatory decision-making processes may be vulnerable to manipulation by elites. The authors report on a field experiment, drawing on a unique nationwide experiment in democratic deliberation in São Tomé and Príncipe in which the discussion leaders were randomly assigned across meetings. The randomization procedure provides a rare opportunity to identify the impact of leaders on the outcomes of group deliberations. They find that leader effects were extremely large, in many cases accounting for over one-third of all variation in the outcomes of the national discussions. These results have important implications for the design of such deliberative practices. While the total effect of leadership cannot be assessed, it may still be possible to observe when leader influence occurs and to correct for leader effects in comparisons of outcomes across deliberations.
Article
There is currently much debate about the effectiveness of foreign aid and about what kind of projects can engender economic development. There is skepticism about the ability of econometric analysis to resolve these issues or of development agencies to learn from their own experience. In response, there is increasing use in development economics of randomized controlled trials (RCTs) to accumulate credible knowledge of what works, without overreliance on questionable theory or statistical methods. When RCTs are not possible, the proponents of these methods advocate quasi-randomization through instrumental variable (IV) techniques or natural experiments. I argue that many of these applications are unlikely to recover quantities that are useful for policy or understanding: two key issues are the misunderstanding of exogeneity and the handling of heterogeneity. I illustrate from the literature on aid and growth. Actual randomization faces similar problems as does quasi-randomization, notwithstanding rhetoric to the contrary. I argue that experiments have no special ability to produce more credible knowledge than other methods, and that actual experiments are frequently subject to practical problems that undermine any claims to statistical or epistemic superiority. I illustrate using prominent experiments in development and elsewhere. As with IV methods, RCT-based evaluation of projects, without guidance from an understanding of underlying mechanisms, is unlikely to lead to scientific progress in the understanding of economic development. I welcome recent trends in development experimentation away from the evaluation of projects and toward the evaluation of theoretical mechanisms. (JEL C21, F35, O19)
Article
We investigate the problem of predicting the average effect of a new training program using experiences with previous implementations. There are two principal complications in doing so. First, the population in which the new program will be implemented may differ from the population in which the old program was implemented. Second, the two programs may differ in the mix of their components. With sufficient detail on characteristics of the two populations and sufficient overlap in their distributions, one may be able to adjust for differences due to the first complication. Dealing with the second difficulty requires data on the exact treatments the individuals received. However even in the presence of differences in the mix of components across training programs comparisons of controls in both populations who were excluded from participating in any of the programs should not be affected. To investigate the empirical importance of these issues, we compare four job training pro-grams implemented in the mid-eighties in different parts of the U.S. We find that adjusting for pre-training earnings and individual characteristics removes most of the differences between control units, but that even after such adjustments, post-training earnings for trainees are not comparable. We surmise that differences in treatment components across training programs are the likely cause, and that more details on the specific services provided by these programs are necessary to predict the effect of future programs. We also conclude that effect heterogeneity, it is essential, even in experimental evaluations of training programs record pre-training earnings and individual characteristics in order to render the extrapolation of the results to different locations more credible.
Can SMS-Mobilization Increase Citizen Reporting of Public Service Deficiencies to Politicians?
  • Kristin Michelitch
  • Marta Santamaria
, Kristin Michelitch, and Marta Santamaria-Monturiol, " Can SMS-Mobilization Increase Citizen Reporting of Public Service Deficiencies to Politicians?, " Unpublished manuscript, 2015.
How to Write a Constitution in the 21st Century
  • Finnur Magnusson
Magnusson, Finnur, " How to Write a Constitution in the 21st Century, " in " Presented at Right to Information and Transparency in the Digital Age Conference " Stanford University Palo Alto, CA 2013.
2010 primary voter data research Center for the Study of the American Electorate, American University's School of Public Affairs
  • Curtis Gans
Gans, Curtis, " 2010 primary voter data research, " Technical Report, Center for the Study of the American Electorate, American University's School of Public Affairs 2010.
Two faces of power American political science review
  • Peter Bachrach
  • S Morton
  • Baratz
Bachrach, Peter and Morton S Baratz, " Two faces of power, " American political science review, 1962, 56 (04), 947–952.