Non‐Governmental Organizations and the Local Politics of Forest Governance Nathan Cooka, Glenn Wrightb, and Krister Andersson*a Abstract How does the support from non-governmental organizations (NGOs) influence the responsiveness of local governments? Using a unique longitudinal dataset from 200 municipalities in Bolivia and Guatemala, We find evidence to support the idea that NGOs often gain disproportionate influence over local policy processes by supporting local governments financially. This influence can “crowd out” the voices of local citizens in public decisions, leading to less responsive local governments. We also see evidence, however, that the bottom-up political pressure on local government officials from organized citizen groups can counteract this negative effect. These findings underscore the importance of recognizing the local political contexts and its potential to moderate the effects of interventions by NGOs and other external organizations. Keywords: natural resources; forestry; NGOs; local politics; governance a Department of Political Science, University of Colorado at Boulder. 333 UCB, Boulder, CO 80309, USA. b Department of Social Sciences, University of Alaska Southeast. 11120 Glacier Hwy, Juneau, AK 99801, USA. * Corresponding author. Tel.: +1 303 492 1006. Email address: [email protected]. 1 Significance Concerned with the challenges of sustainable development, policy makers and scholars often urge nongovernmental organizations to increase their efforts to support improved governance of natural resources in developing countries. This paper questions the idea that financial support from NGOs to local governance actors will always produce improved resource governance. We present new evidence showing that nongovernmental organizations’ financial support to local governments often “crowd out” the voices of local citizens in public decisions, leading to less responsive local governments. We also see evidence, however, that bottom-up political pressure on local government officials from organized citizen groups can counteract this negative effect. 2 \body I. INTRODUCTION NGOs are increasingly important actors in local natural resource governance in developing countries. With the goal of improving policy outcomes, these organizations work with local communities in a variety of ways, including by donating financial resources to cash-strapped local governments. In theory, these funds could allow local officials to hire staff, establish offices for the governance of particular resources such as forests or irrigation systems, and ultimately respond more effectively to the needs of local natural resource users. However, the existing case study literature points to instances in which external donor organizations, such as international NGOs and development agencies, gained disproportionate influence over local policy processes and promoted policies that ran contrary to the preferences of local people (1, 2). This study examines the relationship between NGO funding and local governance responsiveness in the forestry sector using a unique longitudinal dataset from 200 municipalities in Bolivia and Guatemala. We formulate and test a theory to explain the conditions under which NGO funding is likely to harm responsiveness, based on the particular local political contexts in which they operate. While scholars are paying increasing attention to the role of NGOs in local governance, the interaction between external NGOs and local political contexts is understudied in our opinion. In this paper we build on the existing literature on the role of NGOs in environmental governance, recognizing the importance of financial and technical support that external organizations can offer to local governments. Focusing on the financial and technical resources alone, however, can be misleading because donors 3 often have their own policy preferences and goals, and may lack the local knowledge necessary to promote responsive governance alone. Furthermore, the creation of responsive institutions is primarily a political process, a process that is governed by local politicians who are largely motivated by political rewards—such as staying in power, getting re-elected, and protecting the interests of the ruling elite. The key contribution of this research is to examine NGO funding in the context the local political incentive structure. We find that the effect of financial support from external NGOs on local responsiveness depends upon the extent to which local politicians are motivated to be involved in local resource policy and respond to local needs. For the specific purpose of this study, this means that NGO funding can actually hinder responsiveness where local officials are not politically motivated to address rural communities’ expressed needs related to forestry. This is because donor NGOs earn disproportionate influence over local policy processes, and this influence overpowers the involvement of local actors in policymaking. However, this negative effect does hold where organized local groups exert political pressure on the municipal government in the forestry sector. This is because where the local leadership perceives political benefits from meeting citizen demands and perceives NGO funding as a plausible instrument to achieve their political goals, they are motivated to take an active role in natural resource policy and ensure that external actors do not steer local policy away from the preferences of the community. II. THE DRIVERS OF RESPONSIVE LOCAL GOVERNANCE 4 National governments in developing nations have increasingly transferred responsibilities to local governments to manage natural resources. This trend is part of a broader pattern of widespread decentralization and devolution reforms across a variety of sectors in recent decades—reforms that appear justified on a number of theoretical grounds. It has been argued that an excessively centralized regime is inefficient, ineffective, and unresponsive to the specific needs of local people (3, 4), and that decentralization can improve accountability (5), help to address poverty (6), improve rural livelihoods (7), promote rural development (8), improve the provision of public services (9), and foster equality and public participation (10). However, at the local level, a growing literature shows highly variable outcomes from the decentralization of natural resource governance in the developing world (11–14). One of the key issues under study regarding decentralization in the natural resource sector is the degree to which decentralization reforms actually enhance the representation of local communities, and as a consequence, the extent to which policy outcomes align with local needs (5). While decentralization should, in theory, empower local governments who in turn serve their constituents, it seems clear that decentralization reforms in the natural resource sector often fall short of this ideal (15, 16). Previous literature indicates that the accountability of local governments to their constituents is an important condition for effective local governance under decentralization (11, 17, 18). In other words, the possibility for decentralization to produce improved governance outcomes seems to hinge on the degree to which it is accompanied by increased downward accountability. 5 In assessing decentralized governance arrangements in developing nations, Crook and Sverrisson (6) suggest that many local governments are quite unresponsive to the needs of local people. They also suggest that the financial resources available to governments account for some of the variation observed in responsiveness. Where the financial resources allocated by central governments are adequate and secure, or where subnational governments have the necessary infrastructure to raise and allocate funds, local governments are often more likely to respond to the needs of the local community. Crook and Sverrisson (6) show that while funding influences governance outcomes in decentralized arrangements, the “adequacy”—or correct amount—of funds allocated to a particular policy area is not enough to promote successful or equitable local policies. Instead, they suggest that adequate financial resources are a necessary, albeit insufficient, condition for effective governance. It is reasonable to expect that inadequate funding can limit the activities of local governments in the natural resource sectors. The powers transferred to local governments under decentralization reforms matter little where governments are simply too cashstrapped to fulfill their mandates. Locally elected decision makers, facing demands from the community to prioritize resource governance, must also contend with financial constraints. Therefore, scholars might expect the responsiveness of local governments to local needs to be explained in part by allocations of funding to local governments from various sources, such as central governments, NGOs, and IGOs. While previous research suggests that the allocation of funds may be one factor influencing the responsiveness of local governments to community needs, the impact of funding from external nongovernmental sources has not been thoroughly examined. Previous research 6 acknowledges the importance of adequate funding in decentralized governance arrangements, but focuses largely on the role of central governments in determining financial resources (17). As we explain in the next section, existing evidence suggests that NGO funding plays an important role in local natural resource governance. But whether or not this funding improves the responsiveness of governance to local needs in the natural resource sector, or possibly makes local leaders less accountable to resource users and more accountable to these external interests is an unsettled question, and is the question that we seek to address in this research. In other words, how does NGO funding impact the responsiveness of local governments in the natural resource sectors? NGOs and local interests International and domestic NGOs have proliferated in recent decades, and they are an increasingly important source of funding for governance in developing nations. Foreign aid spending is increasingly routed through these organizations, rather than through local or national governments. NGOs are often regarded as an important component of civil society in the developing world, and this view motivates international donors to channel aid money through NGOs in order to promote civil society (19). These organizations often play key roles in chains of aid delivery for sustainable development and natural resource management in developing countries (20). Although NGOs offer important material support for decentralized environmental governance in the developing world, scholars have rarely studied the impacts of this support on local environmental decision-making using quantitative methods (21, 22). Specifically, does the funding offered by these organizations lead to local governance that is more or less responsive to the needs of local communities? Case studies of local environmental governance in a number of developing countries support divergent arguments as to the effect of NGO 7 funding on local interests. Some evidence suggests that through capacity building, NGOs and other external organizations can facilitate governance and ultimately make it more responsive to local needs (23, 24). At the same time, others point out that NGO assistance can promote policies that are ill-suited to local needs, lead to financial dependence, and undermine local authority (1, 2, 24). The former hypothesis follows from the well-documented finding that local governments in developing countries often lack the human and financial resources for environmental governance (13, 25, 26). Without adequate resources, it is difficult for local governments to exercise the powers that are transferred to them (23). At the same time, NGOs are channels for international aid money, and are able to make considerable contributions to local capacity by financing projects, paying the salaries of municipal employees, and buying equipment, among other things. In this way, outside organizations may be in a position to fill the “capacity gap” that prevents some local governments from managing resources effectively. While some case studies suggest that external funding might facilitate environmental governance in a way that ultimately makes it more effective and responsive to local needs, there is also evidence to suggest that NGO funding might undermine local interests in natural resource governance. NGOs and other donor organizations often provide funding to local governments on the condition that recipients implement specific policies mandated by the donor, which may or may not be congruent with local needs. Previous research suggests that development aid is often fraught with informational asymmetries, one of which is a lack of understanding of local conditions by donor agencies and contractors (20). Informational asymmetries and the conditional 8 nature of some external funding in the natural resource sector may explain in part why some externally funded projects are poorly suited to local contexts. Furthermore, the interests of NGOs and other external actors do not always align perfectly with local interests regarding resource use. This is seen especially where NGOs exhibit a rigid pro-conservation bias, and push for highly protective policies without regard for local livelihoods (1, 24). NGOs may intentionally promote relationships of perpetual dependence with certain communities, which may undermine local autonomy (1). For example, Contreras (2) points to dependency relationships between NGOs and communities in the Philippines, and likens NGO involvement in the forestry sector to rent-seeking. These points highlight an important aspect of the story regarding NGO funding and local governance: NGOs and other external donors are not simply benign financiers, providing the financial means for communities to pursue local policy goals. To assume that external funding will necessarily lead to more responsive governance simply because local governments are fiscally constrained is to ignore the fact that donor organizations have their own policy preferences. In the case of environmental NGOs in developing countries, this means that NGOs and donors may prioritize outcomes that can be measured in terms of actual forest cover, possibly neglecting the less tangible (albeit crucial) support for local self-governance institutions (22). Where NGOs and local communities pursue divergent goals, or where external organizations lack a detailed understanding of local policy preferences, it is reasonable to expect that the involvement of NGOs in local policy processes will steer local governments away from governance processes that are responsive to local needs. 9 The discussion above outlines ways in which NGO funding can impact the responsiveness of local resource governance to local needs. Although the existing evidence from local case studies yields important clues, it seems that the broad trends in governance produced by NGO funding are not yet well understood. While it is easy to find instances in which NGOs have promoted or stymied responsive governance, the existing environmental governance literature lacks a systematic empirical investigation of this relationship across a large number of localities. Furthermore, explanations of the effects of NGO funding on local governance will be more robust if they consider the local political context in which the support is offered, and particularly the political motivations of local politicians to prioritize natural resources on the local political agenda. We argue that the effect of NGO support depends critically on the nature of this local political context. We seek to explain the effects of this funding source on local government responsiveness by situating NGO funding within a broader theoretical framework that takes these political motivations into account. Our approach: taking political motivations into account Where meaningful powers in the natural resource sector are devolved to municipal governments, local politicians hold broad authority in regards to natural resources. Perhaps the most important choice facing politicians is whether or not to prioritize resource governance. Previous literature points to two important findings regarding this decision process. First, natural resource governance is often a low priority for local politicians, and this indifference drives decisions regarding the financing and provision of services in this sector (13, 27). Second, politicians who do prioritize resource governance tend to do so in response to political incentives. The strongest motivation is the pressure exerted by organized local groups in the natural resource sectors (27). Where groups 10 demand that local officials prioritize resource governance, politicians may see an opportunity to gain or maintain political support. In these cases, politicians will take an active role in natural resource policy. But where these groups are absent, or where they are overpowered by other groups whose goals run counter to natural resource governance (such as those representing agricultural interests, in the case of forestry), politicians will have little to gain from prioritizing natural resources. This has important implications for the arguments outlined above regarding the impact of NGO funding on local government responsiveness. While some case studies show that NGO involvement can overpower local interests and ultimately lead to less responsive policy outcomes, this seems unlikely where politicians perceive the political pressure exerted by organized local groups. Because these political incentives are their primary motivation, it is unlikely that local officials will allow NGOs to steer the local government towards policies that are incompatible with community preferences. After all, the opportunity to appear responsive in the face of political demands from the community is the primary motivator for politicians to take action. Local officials would rarely act to negate the possible political advantages to be gained from prioritizing resource governance. Where natural resource governance is an important issue for local electorates, such as in municipalities where forest products are important for local livelihoods, local officials are more likely to take an active role in this sector. In these communities, local politicians will represent community interests in response to the demands of the electorate, preventing a situation in which funds are spent contrary to the policy preferences of the community. But where natural resource governance is not a salient issue to organized local groups, local politicians will not face 11 political pressure to take such an active role in this sector. In these cases, politicians have little to lose by accepting material support from NGOs, but the influence of these external actors in local natural resource policy goes relatively unchecked. This means that NGO funds may be spent in accordance with the policy goals of the NGO rather than those of local resource users, potentially leading to governance that is less responsive to local needs. In our view, local political contexts are crucial for understanding the impact of NGO funding on governance responsiveness. With this view as the basis, we formulate the following hypothesis: the effect of NGO funding is dependent upon the level of political pressure exerted by local groups in the forestry sector. In accordance with the theories outlined above, we expect that NGO funds will be associated with less responsive governance in municipalities where this pressure is low. This is because (1) donor organizations earn influence over local policy processes, and (2) this influence can overpower the influence of local resource users in natural resource governance and planning. At higher levels of community pressure, NGO funding will be associated with negligible or even positive effects on responsiveness. III. RESULTS [Insert Table 1 about here] Model 1: Explaining responsive governance The results of Model 1, as shown in Table 2, support our hypothesis that NGO donations impede responsiveness where community pressure is low. At low levels of community pressure, the marginal effect of NGO donations on responsiveness is negative. As community pressure exceeds a value of about 3, which indicates that community organizations expressed opinions to the mayor in the forestry sector “from 12 time to time,” the marginal effect is no longer statistically different from zero. The online supplement presents substantive quantities of interest from this model as well as a marginal effects plot of the interaction term. Models 2‐3: Understanding NGO influence [Insert Figure 1 about here] Model 2 and Model 3 provide evidence for the mechanism by which NGO donations diminish responsiveness in some contexts. The results of Model 2, as shown in Table 2, support the argument that NGOs earn influence over local policy processes by donating material resources. The marginal effect of NGO donations on NGO influence is statistically significant and positive for municipalities with low levels of local taxing capacity. When the capacity variable exceeds a value of about 3, the effect of NGO funding is no longer statistically different from zero at the 0.05 confidence level. A plot of this interaction is included in the online supplement. The results of Model 3 support the hypothesis that the positive marginal effect of community involvement in forestry planning decreases as NGO influence in forestry increases. Community involvement exerts a statistically significant and positive effect at low levels of NGO influence. As NGO influence exceeds a value of about 3, which indicates that NGOs have “some influence” in the forestry sector, the effect of community involvement is no longer statistically significant at the 0.05 confidence level. A plot of this interaction is shown in Figure 1. IV. DISCUSSION Our results reveal a nuanced picture of the effects of NGO funding on governance responsiveness. Model 1 suggests that where local officials lack political pressure from organized local groups, NGO funding for forestry leads to less responsive 13 policy outcomes. We attribute this to the fact that NGOs that donate material resources enjoy greater influence in local policy processes, and use it to pursue their own policy goals in the natural resource sector that can differ from what local citizens want. The results of Model 2 suggest that donors are most influential over local policy where governments lack fiscal and institutional capacity. And our results from Model 3 suggest a mechanism by which disproportionate NGO influence may hinder responsiveness to local needs: by overpowering or “crowding out” local preferences in natural resource planning and governance. The effects of NGO donations in Model 1 and Model 2 are robust even when we control for the frequency with which NGOs expressed their preferences in the forestry sector to municipal officials. Higher levels of community pressure counteract the negative effect of NGO funding in Model 1. Where officials are sufficiently motivated by pressure from below to get involved in natural resource governance, they appear to provide a healthy counterbalance to the influence of NGOs, ensuring that funds are not spent in ways that damage responsiveness. Our results point to the importance of local political contexts for understanding the effects of NGO interventions. Our analysis of the municipalities of Bolivia and Guatemala suggests that the pressures exerted on local politicians by organized community groups matter a great deal for responsive governance, especially where external actors are involved. It is worth noting that although higher levels of community pressure seem to diminish the negative effect of NGO funding, our results did not show a positive effect of NGO funding on responsiveness even at the highest levels of community pressure. In other words, NGO funding seemed to harm responsiveness in the worst case scenario 14 (low community pressure) and had no effect in the best case scenario (high community pressure). In our view, this study is an early step towards understanding the role of external funds in responsive local governance. Limitations It is important to note that NGOs are strategic about where they choose to work. In order to secure and maintain funding from donors, these organizations often adjust their activities strategically to pursue tangible, demonstrable results (20, 22, 28). Some NGOs will even seek out communities in which natural resource governance may not be very problematic and where the NGO might not make a big difference for the outcome, but where measureable governance success is likely, and will tend to avoid localities in which resource governance is politically challenging or even unfeasible. This means that NGOs will often concentrate in those communities in which local groups are wellorganized and demanding action. In other words, NGO activity is not randomly assigned. We think that it is unlikely that this selection issue is driving our results for two reasons. First, we control for the level of local political organization around forestry as well as the importance of agriculture in the municipalities in our sample, which are both strong indicators of the political feasibility of forest governance. Second, if selection alone is driving our results, NGO activity should be associated with positive outcomes, rather than the negative outcomes that we find. V. DATA AND METHODS Empirically, we add to the existing literature on NGOs and local governance in two key ways. First, we explore the interaction between NGO interventions and local political contexts. Second, we measure the responsiveness of municipal forest policy to local needs, as rated by the local citizens themselves. Governance effectiveness and 15 responsiveness are conceptually and empirically different (6). While the former is often measured in terms of policy outputs such as spending or numbers of projects, the latter is best assessed by local citizens. Because the livelihoods, needs, and policy preferences of local resource users may differ widely between communities, and because measures of policy outputs alone do not necessarily tell us about how congruent these actions are with local needs and preferences, researchers concerned with governance responsiveness must measure the perceptions of responsiveness among local citizens. We employ survey data from local governance actors in 200 municipalities in Bolivia and Guatemala in 2001 and 2007. We augment this survey with municipal-level biophysical and census data for these two countries. Drawing upon the theories outlined in the previous section, we develop three models with which to test the relationship between NGO funding, local political contexts, and responsive governance. Model 1: Explaining responsive governance In order to capture the effect of NGO funding on local governance responsiveness, local actors in each municipality were asked to rate the responsiveness of the local government to rural needs in the forestry sector on a five-point scale. For the Bolivian municipalities, these ratings come from local community representatives from El Comité de Vigilancia (Municipal Oversight Committee), the grassroots organization charged with monitoring the local government under the Popular Participation Law. For the Guatemalan cases, representatives from the local development council and representatives of the local water committee rated governance responsiveness. This means that in both countries, a body that is independent of the municipal government assessed the responsiveness of local policy. The averaged rating for each municipality is the dependent variable for Model 1. 16 In order to model the effect of NGO donations on governance responsiveness, we employ a dummy variable indicating whether or not external NGOs (organizations originating outside the municipality) donated money or goods to the local government for forestry projects, as reported by the mayor in each surveyed municipality. We model the effect of NGO donations as moderated by political pressure from the local community in the forestry sector. In order to measure community pressure, surveyed mayors were asked to rate the frequency with which community organizations expressed their preferences in the forestry sector to the municipal government, on an ordinal scale. We also control for several political, economic, and biophysical factors. We control for the level of communication between NGOs and the municipal government. Mayors were asked to rate the frequency with which NGOs expressed their preferences in the forestry sector to the municipal government, on an ordinal scale. Previous research found a strong association between NGO communication and local forest governance outcomes (29). Similar work also suggests that supervision by the central government motivates local politicians to prioritize forest governance (27). Surveyed mayors and local forestry officials reported the number of officials from the central government monitoring forestry in the municipality. This continuous variable is log-transformed due to outliers in the distribution. Because agriculture is important to many local economies and is also the primary driver of deforestation, it is necessary to control for the importance of agricultural interests in the municipality. Local officials were asked to rate, on an ordinal scale, the importance of agriculture in the municipality. Because many municipalities likely face financial and technical constraints that limit their responsiveness in the forestry sector, 17 we control for local capacity. Mayors were asked to rate the importance of local taxes on individuals as a source of municipal income. This measure is a proxy for local institutional capacity, and is also meant to capture the degree to which local governments have the financial resources to hire staff, purchase equipment, and implement forestry programs (30). Because the extent of forest resources in a municipality could impact the choices made by local officials in regards to forest governance, we control for the proportion of forested land in the municipality using forest cover change maps (Hansen et al., 2012). We evaluate Model 1 using data from Bolivian lowland municipalities in 2001 and 2007, and from all other Bolivian and Guatemalan municipalities in 2007. Because our measure of responsiveness only appears on the 2001 survey for municipalities in lowland Bolivia, observations for other Bolivian and Guatemalan municipalities in 2001 are excluded from the model. We employ a random effects model with varying intercepts by municipality. To account for heterogeneity between countries, we include a dummy variable for Bolivian municipalities in all of the models presented in this paper. Models 2‐3: Understanding NGO influence While Model 1 tests our general hypothesis that NGO donations will impede responsiveness where community pressure is low, the next two models are meant to show a more detailed picture of the causal mechanism. We argue that the key to understanding this effect is to examine the influence of donor organizations on local policy processes. Specifically, the literature reviewed in this paper suggests that donor organizations wield considerable influence in local communities, that their policy goals often differ from those of local resource users, and that highly influential outside organizations can 18 undermine local involvement in the policy process. We present two models with which to explore these claims. Model 2 tests the argument that by contributing material resources, NGOs earn influence over local policy processes. Local governance actors in each surveyed municipality in 2007 were asked to rate, on an ordinal scale, the influence of NGOs in the forestry sector in the municipality. Our dependent variable is the averaged response on this survey question for each municipality. Our key independent variable is a dummy indicating whether or not NGOs donated money or goods to the municipality for forestry projects, as reported by the mayor. Because we hypothesize that NGO donations will lead to greater NGO influence in communities with lower financial capacity, we employ an interaction term with our local taxing capacity measure explained in the previous section. We control for NGO communication as well as the importance of agriculture in the municipality, using the same measures included in Model 1. Whereas Model 2 explains the determinants of NGO influence, Model 3 explores its effects. Specifically, we attempt to show the mechanism by which NGO influence impedes responsiveness. Our hypothesis is that while greater community involvement in local forestry decision making will lead to outcomes that are more congruent with the preferences of the community and thus more responsive, the positive effect of community involvement will not be as great where NGOs wield disproportionate influence. In other words, the influence of outside organizations can act to “crowd out” local voices. In order to test this argument, we employ the same dependent variable included in Model 1—local governance responsiveness. We model this outcome as determined by the involvement of the local community organizations in planning with the 19 municipal forestry office. Local governance actors were asked to rate the frequency of this collaboration on an ordinal scale. Because our hypothesis is that the level of NGO influence in the municipality moderates the positive effect of community involvement on responsiveness, we include an interaction term with the same measure of NGO influence used as the dependent variable in Model 2. As outlined for Model 1, we control for several political, economic, and biophysical factors that may influence responsiveness. We evaluate Models 2 and 3 using OLS regression. Because our measure of NGO influence, a key variable in Models 2 and 3, was not included in the 2001 survey, these models are cross-sectional for 2007 only. V. CONCLUSION In this study, we provide evidence for the argument that the effect of NGO funding on governance outcomes is conditional on local politics. While previous research gave important insights into the effects of external funding in local governance, we seek to build upon this literature by connecting it to the incentives of local officials. Especially in decentralized contexts, the ways in which local governance systems respond to external involvement depend upon politics. Specifically, we find that the sector-specific political pressure that organized local groups exert on officials is a crucial determinant of the effects of external actors on the responsiveness of local policy. Where this political pressure is low, our findings paint a pessimistic picture of the effects of donor funds. In these local arrangements, it seems that external donors can harm the responsiveness of municipal governments to local preferences. 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State and Environment: The Comparative Study of Environmental Governance, Presented at the workshop “Mapping the Politics of Ecology: Comparative Perspectives on Environmental Politics and Policy.”, ed Duit A (MIT Press, Cambridge, MA), pp 239–264. 24 Tables and Figures Table 1: Model results Model 1 DV1: Governance responsiveness -0.945** (0.420) -0.105 (0.097) -0.011 (0.053) Independent Variables NGO funding Community pressure Local capacity Model 2 DV2: NGO influence 0.865** (0.354) Model 3 DV3:Governance responsiveness 0.035 (0.054) NGO influence 0.147 (0.169) 0.338** (0.141) Community involvement in planning NGO funding * community pressure 0.235* (0.140) NGO funding * local capacity -0.185* (0.110) NGO influence * community involvement NGO communication -0.057 (0.057) Central government personnel monitoring (log) Importance of agriculture Forest cover Bolivia Constant N R2 Adjusted R2 Residual Std. Error F Statistic Log Likelihood AIC BIC 0.022 (0.067) 0.054 (0.081) 0.132** (0.053) 0.005 (0.003) -0.203 (0.190) 3.462*** (0.379) 173 0.301*** (0.060) 0.045 (0.051) -0.269* (0.161) 1.140*** (0.255) 137 0.326 0.295 0.832 (df = 130) 10.476*** (df = 6; 130) 0.142 (0.089) 0.078 (0.052) -0.001 (0.004) -0.122 (0.168) 2.505*** (0.404) 154 0.150 0.109 0.930 (df = 146) 3.682*** (df = 7; 146) -250.958 525.916 563.755 *p < .1; **p < .05; ***p < .01 25 Figure 1: Model 3 results – marginal effect of community involvement on governance responsiveness, conditional on NGO influence. Community involvement in municipal forestry planning has a positive effect on responsiveness, but the effect diminishes as NGO influence increases. 26 27
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