Abstract
Participatory Budgeting (PB) has demonstrated a remarkable capacity for global diffusion. However, its ability to endure over time and become fully institutionalized remains more limited. This study addresses one of the most frequently cited explanations for PB’s instability: changes in the ruling party. Contrary to prevailing assumptions, we argue that it is not party turnover per se that leads to the discontinuation of PB, but rather the ideological orientation of such changes. To investigate this hypothesis, we draw on an original dataset covering 295 Spanish municipalities, including both cases of PB continuity and discontinuity. Our findings indicate that changes in the ruling party alone do not account for the interruption of PBs. Instead, the key determinant is the ideological direction of government change or continuity: PB is more likely to persist when left-wing parties remain in power or when transitions occur toward left-wing administrations.
Introduction
Participatory Budgeting (PB) has become one of the most widely adopted mechanisms 1 for incorporating citizen preferences into policymaking. As a democratic innovation, PB constitutes a participatory process through which lay citizens are involved in governmental decision-making, with the aim of broadening and deepening their capacity to influence political outcomes (Elstub and Escobar, 2019; Smith, 2009). According to Dias et al. (2021), 2 over 14,000 PB processes have been implemented across all continents, encompassing a wide range of socioeconomic and political contexts. Despite this global expansion, PB has faced significant challenges–most notably, frequent abandonment and institutional instability (Alves and Allegretti, 2012; Wampler and Goldfrank, 2022).
While growing scholarly attention has examined the adoption of PB through the lens of policy diffusion (Ganuza and Baiocchi, 2012; Jacquet et al., 2024; Sintomer et al., 2013; Wampler, 2008), less is known about the factors that explain its discontinuation—particularly outside the Brazilian context. Indeed, much of the existing literature on PB instability remains focused on Brazil (Avritzer and Wampler, 2008; Bezerra and Junqueira, 2022; Spada, 2014; Wampler and Goldfrank, 2022). Now, three decades after PB’s introduction to Europe (De Vries et al., 2021), enough cases exist to enable a longitudinal analysis that can provide new insights into the conditions underpinning PB stability. However, advancing research in this direction remains challenging due to the lack of comprehensive data–particularly in the form of a census or a longitudinal panel of PBs.
This study addresses the central research question of which political factors explain the maintenance or abandonment of PB following local elections. While the adoption and diffusion of PB have been extensively studied, the causes behind its discontinuation remain underexplored. Understanding the conditions under which PB disappears is essential for a more comprehensive account of the global trajectory of this democratic innovation—extending the focus beyond its spread to include its potential decline.
We examine a set of external factors—those not directly related to the internal design or characteristics of PBs–focusing instead on local contextual variables such as municipality size, municipal wealth, and indicators of political competition, including types of governing majorities and party ideology. The article seeks to contribute to the international debate on PB stability, while also laying the groundwork for the development of a comprehensive panel dataset on PBs in Spain. Specifically, the analysis sheds light on one of the most frequently cited explanations for PB discontinuation: changes in the ruling party. The findings indicate that party turnover alone does not account for the abandonment of PBs. Rather, it is the ideological direction of the change—or continuity—of government that proves more decisive.
Moreover, this study contributes to ongoing debates on the role of party ideology in shaping local participation policies (Gherghina, 2024; Premat, 2009; Schneider and Busse, 2018). Our findings challenge the prevailing view that PB continuity is ideologically neutral and unrelated to government change. Instead, we demonstrate that PB persistence is closely tied to the distinct values and preferences of political parties, thereby advancing the literature on party–policy linkages.
The analysis draws on an original dataset of 295 Spanish municipalities that implemented PB at some point during the 2015–2019 and 2019–2023 electoral terms. We define continuity cases (n = 151) as municipalities in which PB was implemented at least once during both electoral cycles. In contrast, discontinuity cases (n = 144) refer to those that implemented PB during the 2015–2019 term but did not continue it at any point in the subsequent electoral cycle.
Spain provides a particularly suitable context for examining potential party–policy linkages for two key reasons. First, Spanish local governments enjoy considerable autonomy in the design and implementation of participatory policies, as there is no overarching national legislation mandating or constraining PB–unlike in many other countries. Second, the Spanish tradition of PB has been more ideologically aligned with the original Brazilian model, which has historically been associated with the political left (Sintomer et al., 2013), thereby offering fertile ground for exploring the role of party ideology in PB continuity.
The article is structured as follows. First, we outline the most plausible factors that may explain PB stability, with particular emphasis on variables related to party competition. From this discussion, we derive a set of hypotheses concerning the role of external factors—those unrelated to the design and internal characteristics of PB processes. We then provide an overview of the local PB context in Spain, followed by a detailed explanation of our data collection strategy. The next section presents the empirical analysis and key findings. Finally, we conclude by discussing the broader implications of our results for understanding local party–policy linkages and the role of political dynamics in shaping the trajectory of democratic innovations.
Explaining the stability of participatory budgeting
We adopt a broad and inclusive definition of local PB, understood as a participatory mechanism aimed at incorporating citizens’ voices into the allocation of (a portion of) the municipal budget, based on the outcomes of citizen deliberation (Dias et al., 2021). Rather than following a single, standardized model, PB encompasses a variety of forms that vary across temporal and geographical contexts 3 . While the causes of PB’s success and diffusion have been more commonly investigated, its failure or disappearance has received comparatively less attention. Yet both dimensions can be seen as two sides of the same coin, each contributing to a better understanding of PB’s stability and institutionalization.
The literature on PB stability distinguishes between internal–such as process design– 4 and external explanatory factors, including socioeconomic and political contexts (Alves and Allegretti, 2012; Kukučková and Bakoš, 2023) 5 . Recent studies, however, suggest that internal design features are less decisive than expected in explaining key outcomes, including participation rates (e.g., Van der Does, 2022). If changes in PB design do not have an immediate effect on participants, it is unlikely that they significantly influence political representatives’ decisions to maintain or abandon PBs. In other words, although the design may be crucial for aspects such as the quality of deliberation, decisions to abandon PB tend to be driven primarily by ideological and political considerations, as well as contextual factors such as economic crises or political competition (Alarcón et al., 2019; Alves and Allegretti, 2012; Bezerra and Junqueira, 2022; Spada, 2014). This conclusion is supported by one of the few studies employing panel data to analyze the causes of PB discontinuation (Kukučková and Bakoš, 2023).
Accordingly, this paper focuses on indicators related to political competition and municipal characteristics–such as population size and economic wealth–as the most plausible explanations for the continuation or abandonment of PB. The next section reviews the main findings in the literature concerning the relationship between these external factors and PB stability.
Participatory budgeting and political competition
Democratic innovations in general, and PB in particular, lie at the intersection of multiple forces and motivations. For some of their proponents, these mechanisms represent a novel and more effective means of producing efficient or epistemically superior policies. In this context, citizens often value the perception that such processes are removed from partisan disputes and political conflict (Falanga et al., 2021; Gherghina et al., 2023). However, potential social desirability bias– such as concealing strategic calculations–makes it more difficult to assess the true intentions of political actors in promoting these initiatives. Like any other policy or communicative act, democratic innovations are embedded in political life and may carry political and electoral implications (Anduiza et al., 2008). Even if the absence of comprehensive data on these motivations, analyzing their potential influence is essential for a deeper understanding of how participatory processes operate.
PB is one of the potential democratic mechanisms for developing participation policies. Whether these policies should differ depending on which party is in power is a classic research question–traditionally explored in areas such as macroeconomics and tax policy (Hibbs, 1977; Högström and Lidén, 2023), and more recently extended to the field of participation policies (Donaghy, 2020; Gherghina, 2024; Ramis-Moyano, 2025). Political parties are expected not only to show different levels of interest in participatory practices but also to make policy choices that are at least partially shaped by their ideological commitments (Gherghina and Geissel, 2020; Ramis-Moyano, 2024).
Traditionally, PB has been one of the participatory mechanisms where the influence of political party ideology has been most clearly observed (Ramis-Moyano, 2025; Sintomer et al., 2013). There is broad consensus in the literature that the earliest PBs in both Latin America and Europe were primarily promoted by left-wing parties. However, as PB has gained popularity 6 , the parties that promote them have become increasingly diverse in terms of their ideological families (Ganuza and Baiocchi, 2019; Welp, 2022; Falanga et al., 2020). As PBs emerge within increasingly pluralistic political arenas, understanding how various aspects of political competition influence the stability of these participatory mechanisms becomes critically important. In the next section, we focus on three key dimensions of political competition highlighted in the literature on PB stability: ruling party change, party ideology, and the strength of the government.
Ruling party change
Firstly, regarding the effect of ruling party change on PB stability, Alves and Allegretti (2012) observed that in Portugal, between 2001 and 2012, most PBs were suppressed by the same party or coalition that had originally introduced them. Their argument is not that political parties were irrelevant, but rather that other factors—such as austerity measures—played a more decisive role during the period analyzed. A few years later, Spada (2014) found that in Brazil, between 1989 and 2012, political continuity alone did not guarantee the survival of PB; instead, its persistence was primarily influenced by the strength (seat share) of the mayor’s party in the city council. Also in the Brazilian context, Bezerra and Junqueira (2022) showed that between 1996 and 2016, political continuity was not a decisive factor for PB stability. Rather, stability was conditioned by a cumulative effect resulting from the repeated implementation of PB year after year. In a different context, Svidroňová et al. (2024) provide new evidence from Slovakia suggesting that the re-election of the mayor who initially launched the PB is positively associated with its continuity after elections. Although the evidence is mixed and not conclusive, a substantial portion of the literature supports the assumption that changes in government do not significantly affect the likelihood of PB being discontinued. Therefore, in line with this body of research, we expect:
A change in the ruling party does not, by itself, significantly affect the likelihood of Participatory Budgeting being abandoned.
Party ideology
Secondly, regarding the influence of party ideology, the literature on democratic innovations identifies several stages in which ideology may shape the life cycle of PB– adoption, design, implementation, and stabilization. While different political party families adopt and promote democratic innovations (Baiocchi and Ganuza, 2016; Jacquet et al., 2024), they do not necessarily support the same types (Font and Rico-Motos, 2023; Ramis-Moyano, 2025). In contrast, no consistent ideological effects have been found in relation to the implementation of outcomes stemming from democratic innovations in general, or PB in particular. Although evidence on the influence of ideology on PB continuity remains limited–and often derives from qualitative case studies (Fernández-Martínez et al., 2020)– we argue that ideology continues to play a relevant role in explaining the persistence of PB. It shapes preferences for participatory practices among both citizens (Van der Meer et al., 2009) and political elites (Wampler and Goldfrank, 2022), influencing not only the content of these processes but also the decisions surrounding them (Becerril-Viera et al., 2024). In this sense, the preferences of both voters and political elites are likely to help explain the continuity of PB. We therefore hypothesize that the ideological direction of government change or continuity following elections affects the likelihood of PB persistence. Given the stronger ideological commitment to participatory processes among left-wing parties and their supporters, we expect the following:
Participatory Budgeting is more likely to continue in municipalities where left-wing parties remain in power or take office after elections.
Strength of government
Thirdly, the extensive literature on democratic innovations has demonstrated that these policies are not immune to political dynamics, nor to the structures and forms of government through which these dynamics take shape. More specifically, in relation to government strength, solid majorities have emerged as important variables for both the adoption and continuity of PBs. In Belgium, Jacquet et al. (2024) found that launching a PB is particularly attractive to new leading lists due to electoral incentives and the desire to appear closer to citizens’ preferences. Their findings also indicated that governments with repeated absolute majorities are more likely to promote PB. Similarly, Spada (2014, p. 27) found that those governments that feel less threatened in terms of the size of the opposition are more likely to continue with PBs. In this sense, a scenario in which the same further increase the likelihood of PB continuity. Following this reasoning, we expect:
Participatory Budgeting is more likely to continue in municipalities where the same party held an absolute majority both before and after the 2019 local elections.
Most of the aforementioned studies have examined the effects of political competition in conjunction with municipal-level determinants. For instance, Jacquet et al. (2024) reported that in Belgium, PB is more likely to be adopted in larger and wealthier municipalities. Similarly, Svidroňová et al. (2024) find that PB is more likely to persist in municipalities with a healthier economic situation and where the mayor has been re-elected. Similarly, Bezerra and Junqueira (2022) also highlight the relevance of financial factors—such as fiscal constraints—in explaining both the initial adoption and the continuity of PB. Finally, as noted earlier, Alves and Allegretti (2012) observed that the austerity measures in Portugal significantly diminished the influence of political competition on PB stability. In line with these findings, we control our results by including population size and economic conditions to our analysis.
Participatory budgeting in Spain
PB diffusion and the electoral cycles in Spain.
Source: Own elaboration based on literature review.
The period from 2011 to 2015 marked the first setback for PBs in Spain, possibly due to the success of the conservative party (Partido Popular, PP) in the 2011 municipal elections, along with the effects of the austerity policies derived from the 2008 Great Recession (López and Gil-Jaurena, 2021). Just 1 week before the 2011 municipal elections, the 15M movement (Indignados) emerged on the Spanish political scene (Feenstra and Tormey, 2021; Nez, 2022). This appearance created the seed for new political parties such as Podemos in the next elections. In this way, by the 2015 local elections, numerous citizen-led candidacies came to power in several town halls. This political wave, known as New Municipalism, introduced a political agenda focused on the creation of new participatory mechanisms and the reform of existing ones (Blanco et al., 2021; Fernández-Martínez et al., 2023). The success of these political platforms contributed to a strong revival of PBs, not only in terms of the number of initiatives (Pineda and Abellán, 2021), but also in terms of their expansion across municipalities governed by a range of political parties, often adopting online voting.
Despite internal variation and recent changes, Spanish PB has been characterized—especially in comparative terms—as more closely aligned with the decisional Brazilian model than with the more consultative approaches common in other European countries (Sintomer et al., 2013). The strong ideological imprint of early left-wing PBs has likely shaped current practices, with certain political characteristics still evident in how these processes operate. This makes Spain a particularly favourable context for exploring the influence of political variables—such as party ideology—on the continuity of PB.
It is not only the content and style of Spanish PB that make it a promising case for expecting political factors to matter, but also its institutional context. In contrast to countries where PB expansion has been driven by national legislation—such as the Dominican Republic or Peru (McNulty, 2019)—Spain lacks a national legal framework mandating or promoting PB. This grants local governments significant autonomy to adopt, modify, or abandon PB at their discretion. These national characteristics position Spain as a particularly suitable case for investigating party-policy linkages and the potential ideological imprints on both the adoption and discontinuation of PB.
Methods
Data
To analyze the effect of party change on PBs stability in Spain, we employed a range of data collection strategies. The primary source was an online survey conducted between May 11th and September 15th, 2021. The survey was sent to municipalities, targeting the participation department–or, in the case of smaller municipalities, the general municipal email address–to reach the official responsible for participatory matters. In most cases, the respondents were the participation officers, mayors, or participation councilors. The survey was distributed to all municipalities with populations greater than 1000 inhabitants (N = 684) in two regions: Andalusia and the Madrid region 7 . Municipalities lacking an email address, as well as non-respondents to the online survey, were contacted by phone.
The questionnaire included an item asking whether municipalities were currently (in 2021) carrying out participatory processes, including PB. If the response indicated that PB was being implemented, we conducted a manual internet search to confirm the existence of the PB and to determine whether it was a ‘new case’ or a ‘continuity case’. Similarly, when the response was negative, we performed a manual internet search to assess whether the municipality had previously implemented a PB (‘discontinuity case’) or if it had never done so. Additionally, supplementary data was collected from December 2021 to January 2023.
Source distribution for case selection.
Source: Own elaboration based on primary data.
Variables and operationalization
Our dependent variable classifies a PB as a continuity case when it was implemented at least once during both the 2015-2019 and 2019-2023 municipal legislatures (depicted in light blue in Figure 1). In contrast, we define a discontinuity case as one in which PB was implemented at least once during the 2015-2019 period, but not in the subsequent 2019-2023 term (depicted in light pink in Figure 1). As shown in Figure 1, PB continuity and discontinuity cases are geographically balanced. Geographic distribution of PBs based on continuity or discontinuity of cases.
To examine the factors affecting PB continuity, we estimate a series of logistic regression models. 8 Two sets of independent variables are included. First, we incorporate a group of variables related to political competition, which constitute the core of our analysis: ruling party change, ideological change/continuity and government strength. Second, we add two contextual control variables identified in the literature review as relevant: population size and municipal wealth (Bezerra and Junqueira, 2022). We code ruling party change as a binary variable (0 = no change; 1 = change) 9 , based on whether the mayor’s party changed between the two periods. Ideological change/continuity is captured through a categorial variable with three values: 0 = radical left continuity/arrival; 1 = social democratic continuity/arrival; 2 = right continuity/arrival. Government strength is also a binary variable: it takes the value 1 when the same party held a stable single-party majority in both legislatures, and 0 otherwise.
As control variables, we include population and municipal wealth, both included in previous studies on the adaptation and stability of PB (Bezerra and Junqueira, 2022; Jacquet et al., 2024; Spada, 2014). The data was collected from National Statistics Institute (Instituto Nacional de Estadística, INE). Population is divided into five categories: up to 5000 inhabitants = 0; 5,001-10,000 = 0.25; 10,001-20,000 = 0.5; 20,001-50,000 = 0.75; more than 50,000 inhabitants = 1. Municipal wealth is measured in five categories according to percentiles. Tables A1 y A2 in appendix summarize the independent variables operationalization and their distribution across the 295 PB cases in our final sample.
The analysis proceeds in two steps. First, we conduct bivariate analyses between the dependent variables and each independent and control variables using the Chi-square test. Second, we estimate a series of logistic regression models: starting with control variables alone, then adding each explanatory variable individually, and concluding with the full model including all predictors.
Results
Chi-Square test (percentages by row)*.
Source: Own elaboration based on primary data.
*Each subscript letter denotes a subset of PB stability categories whose column proportion do not differ significantly from each other at the 0,05 level. Bold values are significative differences between categories.
Starting with the variables related to political competition, we find no significant differences between municipalities where a governing party change occurred and those where it did not. However, when considering the ideological direction of the change or continuity in government, clear patterns emerge. In municipalities where right-wing parties either remained in office or came to power, the proportion of discontinued PBs is significantly higher. These findings align with our expectations regarding the influence of party ideology. In contrast, the results related to government strength diverge from our initial hypothesis. Specifically, in municipalities where a single-party absolute majority was maintained across both terms, the percentage of abandoned PBs is significantly higher–contrary to the expectation that government stability would support continuity.
Turning to the control variables, we observe that smaller municipalities–particularly those with fewer than 5000 inhabitants–show a significantly higher proportion of PB discontinuation, with nearly two out of every three such municipalities abandoning the process. 9 Regarding municipal wealth, the results indicate a linear relationship: PB discontinuation is more common in the poorest municipalities and less frequent in the wealthiest ones. The differences are statistically significant for both extremes of the income distribution.
Logistic regression models (PB discontinuity 0; PB continuity 1).
Source: Own elaboration based on primary data.
Note. *p < .1; **p < .05; ***p < .01. Bold values are significative differences between categories.
Party change does not have a statistically significant effect, either on its own (M2) or in the full model (M5). These findings confirm Hypothesis 1, suggesting that a change in governing party does not necessarily increase the likelihood of PB discontinuation. In other words, government continuity alone does not ensure PB stability.
More interestingly, the ideological direction of the mayor’s party in office after elections shows a significant effect (M3). Specifically, when radical left and social democratic parties remain in–or come to–power, the probability of PB continuity increases. This finding if further supported in the full model (M5), although the coefficient for the radical left falls slightly below conventional significance thresholds. These results lend support to Hypothesis 2: compared to right-wing parties, both social democratic (M3 OR = 2,457, p = .007; M5 OR = 2,174, p = .028) and radical left parties (M3 OR = 2,443, p = .062) continuing in power o coming to power are approximately twice as likely to sustain PBs.
In contrast, the government strength–measured as having held an absolute majority across two consecutive terms– does not show a statistically effect on PB continuity (M4 and M5). Thus, no evidence is found to support Hypothesis 3.
Turning to the control variables, municipal wealth emerges as a consistent predictor: higher income per capita is significantly associated with greater likelihood of PB continuity, with p-values ranging from 0.002 to 0.019 across models. In contrast, population size does not have a significant impact. Both control variables remain stable across all models.
Discussion
The aim of this article was to analyze the extent to which changes in local party governments following municipal elections affect the stability of Participatory Budgeting (PB) processes. Drawing on an original dataset covering 295 Spanish municipalities that implemented PBs between 2015 and 2023, the study finds that a change in the ruling party does not significantly increase the likelihood of PB abandonment. Rather, the key explanatory factor is the ideological orientation of the party in office. Specifically, the arrival or continuation of left-wing parties–both radical left and social democratic–increases the probability of PB continuity, compared to scenarios in which right-wing parties either remain in power or take office. These findings support Hypotheses 1 and 2: PB continuity is less about government turnover per se and more about the ideological priorities of the governing party. Government changes only become relevant when they imply and ideological shift, while left-wing incumbency tends to favour the maintenance of PB practices.
These results confirm—but also extend—previous findings. In line with earlier research (Alves and Allegretti, 2012; Spada, 2014), our study reinforces the idea that a change in government does not, by itself, necessarily lead to the interruption of PB. However, our analysis adds an important dimension by emphasizing the role of party ideology, not only in cases of political turnover but also in instances of government continuity. This is the central contribution of our work: demonstrating that right-wing governments are significantly less likely to maintain PB processes, whether they are newly elected or continue in power.
This insight also enriches ongoing debates on the role of party ideology in shaping participatory governance. While much of the existing literature focuses on the initiation and implementation of participatory mechanisms (Donaghy, 2020; Gherghina, 2024), our findings resonate with Wampler and Goldfrank (2022) argument that different sets of factors drive the adoption, diffusion, and disappearance of democratic innovations. Our contribution shows that ideological party differences persist–not only in the decision to adopt participatory policies, but also, albeit to a lesser extent, in their continuation or abandonment.
This finding is particularly relevant the broader field of democratic innovations. PBs are designed to be permanent institutional mechanisms with a cyclical participatory process, expected to improve through iterative learning. Yet, despite its widespread diffusion, PB frequently struggles to become a stable feature of local governance. As Curato and Calamba (2024) argue, understanding the political drivers of its institutional fragility— such as party ideology and municipal wealth, as highlighted by our results—can inform the design of more resilient participatory mechanisms.
Additionally, our analysis finds no consistent evidence that the repetition of absolute majorities by the same party (Hypotheses 3) significantly affects PB continuity. Finally, in line with previous research, our study confirms that higher levels of municipal wealth increase the likelihood of PB continuity (Bezerra and Junqueira, 2022; Kukučková and Bakoš, 2023; Spada, 2014). While larger municipalities are more likely to adopt PB (Ebdon and Franklin, 2006), our results show no evidence between population size and PB continuity.
This set of conclusions is not without limitations. One of the main challenges in analyzing the continuity of PBs in Spain lies in the absence of a comprehensive census or longitudinal panel. Despite recent advances at the regional level (Peiruza et al., 2024; Pineda and Abellán, 2021), this gap remains unresolved. As a result, any generalization of our findings should be made with caution. Our research strategy sought to combine multiple data collection approaches to approximate as diverse a reality as possible across municipalities. Nonetheless, an important direction for future research would be the development of a national PB census. Such an effort would facilitate more robust comparative analyses– both over time and across regions–regarding the contexts in which PBs emerge, the institutional designs employed, and the policy impacts achieved.
Alternative research strategies could also help address the research questions raised here. In our study, party change was operationalized as a change in the party holding the mayor’s office. However, prior case studies suggest that the promotion of participatory mechanisms is often more closely associated with changes in individual political leadership (Fernández-Martínez et al., 2023). In this regard, it is possible that the arrival of a new mayor or participation councillor–regardless of party continuity– can significantly alter a municipality’s participatory agenda. Qualitative approaches (e.g., Becerril-Viera et al., 2024; Röcke, 2014) could therefore be particularly useful in differentiating between party turnover and changes in political leadership. Moreover, future research could explore whether shifts in the ideology of the promoting actor correspond to changes in the democratic vision that underpins the PB process. This would help differentiate types of PBs according to their underlying goals and extend the focus to broader local participatory agendas (Asenbaum, 2025).
Regarding ideology, our classification follows the same three-category schema used in previous studies (Bezerra and Junqueira, 2022; Font and Rico-Motos, 2023), partly due to limitations in sample size. While the parties included in the ‘social democratic’ and ‘right’ categories are internally consistent, the ‘radical left’ category is more heterogeneous. It includes traditional post-communist parties as well as newer, local bottom-up citizen coalitions. A more fine-grained analysis of these internal distinctions could yield greater nuance in future research. Likewise, the variable used to capture government strength does not reflect the full complexity of local coalitions dynamics. Rather, it is intended to isolate an ideal condition for PB continuity–namely, the repetition of a single-party absolute majority–against other, more unstable scenarios. It is likely that the considerable heterogeneity within the ‘non-repetition of absolute majorities’ category may have diluted potential effects.
Finally, regarding external validity, our findings are likely shaped by the broader political and institutional context in Spain. The general level of polarization, the degree of politicization of participatory policies, and the national style of participatory governance all influence the relationship between ideology and PB continuity. In contexts where participatory mechanisms are less polarized and more technocratically oriented, one might expect the effect of party ideology to be weaker. Similarly, in countries where local participatory policies are tightly regulated by national legislation—as is the case in Poland or Peru, which have state-led PB programs—political variables may play a less decisive role in shaping PB trajectories.
Footnotes
Declaration of conflicting interests
The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Funding
The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This work was supported by the Spanish Ministry of Science, Innovation and Universities under grant number; PID2019-106731GB-I00.
Notes
Appendix
Codebook of dependent and independent variables. Source: Own elaboration based on primary data. *This note applies for variable Party of the Mayor of both legislatures 2015-2019 and 2019-2023: regionalists and independents Mayors are excluded from our analysis.
Original variables
Original categories
Recode variables
Recode categories
Existence of PB (2015_2019)
1 = yes
0 = noPB stability
1 = continuity case
0 = discontinuity case
Existence of PB (2019-2023)
Party of the Mayor (2015-2019)*
1 = social democracy
2 = right
3 = radical leftParty change
0 = no change (same mayor’s party)
1 = change (different mayor’s party)
Party of the Mayor (2019-2023)
Party of the Mayor (2015-2019)
1 = social democracy
2 = right
3 = radical leftIdeological change/continuity
0 = radical left continuity/arrival
1 = social democracy continuity/arrival
2 = right continuity/arrival
Party of the Mayor (2019-2023)
Type of government majority (2015-2019)
0 = no majority
1 = majorityStable single party majority
0 = not stable majorities (the rest: new majority, loosed majority, never majority)
1 = stable majorities (majority preserved)
Type of government majority (2019-2023)
Number of inhabitants (2021)
Continuous
Population size
0 = up to 5000
0.25 = between 5001 and 10000
0.5 = between 10001 and 20000
0.75 = between 20001 and 50000
1 = above 50000
Average net income per inhabitant (2018)
Continuous
Municipal wealth
0 = up to 8748.79
0.25 = from 8748,8 to 9896.39
0.5 = from 9896,4 to 10987,59
0.75 = from 10987,6 to 12764,99
1 = more than 12765
Descriptive statistics of the independent variables according to continuity or discontinuity PB cases. Source: Own elaboration based on primary data. aWe use the Average net income per person 2018 variable to measure the municipalities’ wealth. bTotals are lower because we excluded from the analysis the municipalities that experienced a mayor party change during one of the legislatures analysed. cTotals are lower because we excluded from the analysis party change which involved parties not belonging to the three main categories. dTotals are lower because we excluded the municipalities for which we have no information.
Variables
Categories
% (n)
Total % (n)
PB discontinuity
PB continuity
Inhabitants (standarized from 0 to 1)
Up to 5000
18.8 (27)
10.6 (16)
14.6 (43)
5001 to 10000
16.7 (24)
16.6 (25)
16.6 (49)
10001 to 20000
20.1 (29)
17.2 (26)
18.6 (55)
20001 to 50000
19.4 (28)
25.2 (38)
22.4 (66)
>50000
25.0 (36)
30.5 (46)
27.8 (82)
Total
100 (144)
100 (151)
100 (295)
Average net income per person 2018 (standarized from 0 to 1)
a
Up to 8748.79 Є
25.7 (37)
14.6 (22)
20.0 (59)
From 8748,8 to 9896.39 Є
23.6 (34)
16.6 (25)
20.0 (59)
From 9896,4 to 10987,59 Є
18.8 (27)
21.2 (32)
20.0 (59)
From 10987,6 to 12764,99 Є
18.1 (26)
21.9 (33)
20.0 (59)
More than 12765 Є
13.9 (20)
25.8 (39)
20.0 (59)
Total
100 (144)
100 (151)
100 (295)
Party change
b
Yes
30.8 (40)
25.0 (36)
27.7 (76)
No
69.2 (90)
75.0 (108)
72.3 (198)
Total
100 (130)
100 (144)
100 (274)
Ideological change/continuity
c
Radical left continuity/arrival
14.5 (17)
13.4 (15)
14.0 (32)
Social democracy continuity/arrival
52.1 (61)
68.8 (77)
60.3 (138)
Right continuity/arrival
33.3 (39)
17.9 (20)
25.8 (59)
Total
100 (117)
100 (112)
100 (229)
Stable single party majority
d
Yes
22.3 (29)
12.5 (18)
17.2 (47)
No
77.7 (101)
87.5 (126)
82.8 (227)
Total
100 (130)
100 (144)
100 (274)
