Studying local politics in Latin America is a complicated task. Despite decentralization reforms and the recent subnational turn in comparative politics,Footnote 1 little is still known about local political dynamics, particularly in unitary countries. In general, there are little publicly available data, few national experts on local politics, limited secondary sources, and only occasional (national) mass-media interest.
Given these circumstances, researchers usually opt for the use of qualitative methods: mostly interviews, participant observation, and other ethnographic methods. In many cases, snowball (or chain-referral) sampling is the methodological tool used to access hard-to-reach or unknown populations. In these low-information contexts, I propose that the snowball sampling method (SSM) can be enhanced by the use of Facebook.Footnote 2 Using this social-networking site enables (1) identifying who the principal actors are and obtaining background information about them and the local political context, (2) establishing contact with the informants, and (3) triangulating the information they provide and asking for names of additional interviewees.
Indeed, studies that seek to uncover local power dynamics including clientelism, protests and popular participation, violence, internal conflicts, subnational authoritarianism, and local bureaucracy usually use SSM to access informants. In many cases, researchers might have relatively few previous contacts or networks and little knowledge. I argue that Facebook can help to overcome some of the principal limitations of SSM and be used successfully to obtain otherwise inaccessible information, make sense of local political realities, and reach out to key informants. Although the use of Facebook is certainly not new and many researchers use it to gather previous information (albeit informally), this article systematizes these experiences, proposes concrete tips, and invites an exchange of research practices that typically constitute part of a researcher’s personal know-how but rarely are explicitly stated in published empirical works.Footnote 3
I argue that Facebook can help to overcome some of the principal limitations of SSM and can be used successfully to obtain otherwise inaccessible information, make sense of local political realities, and reach out to key informants.
SNOWBALL SAMPLING METHOD
SSM is typically used to access hard-to-reach or unknown populations when studying sensitive, controversial, and taboo topics.Footnote 4 SSM also can be used in researching informal, criminal, and illegal activities or practices and (local) political elites (Cohen and Arieli Reference Arieli2011). SSM is part of the non-probabilistic samplings in which the sampling frame is unknown (Tansey Reference Tansey2007). Although its use is relatively common in the social sciences, SSM has received rather scant attention in the methodological literature (Kirchherr and Charles Reference Kirchherr and Charles2018). However, most authors agree that the “snowball, or chain-referral, sampling method involves identifying an initial set of relevant respondents, and then requesting that they suggest other potential subjects who share similar characteristics or who have relevance in some way to the object of study” (Tansey Reference Tansey2007, 770). Subsequently, in waves, new interviewees are reached and the snowball starts rolling.
SSM is generally used in one of two ways, depending on research goals: (1) researchers seek to access and interview a sample as representative as possible of a certain type of actor (e.g., brokers in clientelistic networks or members of a rebel group) and generalize on their population; or (2) they use SSM to understand local phenomena such as urban violence or authoritarian regimes in a given locality. In the second case, researchers strive to comprehend the mechanisms of micro-politics, local dynamics, and processes based on interviews with many different types of actors rather than the characteristics, logics, or actions of a certain type of actor. Thus, the principal objectives are to “develop an in-depth exploration of a central phenomenon” (Creswell Reference Creswell2005, 203) and to “obtain information about highly specific events and processes” (Tansey Reference Tansey2007, 768).
There also is consensus in the literature about the principal limitations of SSM. For one, because the samples are non-probabilistic, they are not representative; therefore, it is impossible to generalize to larger populations. Also, SSM usually entails selections biased toward informants with larger networks and stronger ties and more-cooperative individuals. As a consequence, people with smaller networks and weaker ties are more likely to be ignored by the snowball sampling. Furthermore, SSM also requires some “initial ethnographic assessment in order to identify” the existing networks (Baltar and Brunet Reference Baltar and Brunet2012, 60) and several informants with a high degree of trust to get the snowball rolling. For all of these reasons, the initial choice of “seeds” is crucial.
I propose that using Facebook to enhance SSM can address some of these inherent limitations. Facebook is the most widely used social network in Latin America with high levels of activity, even in global comparison (América Economía 2020; Duarte Reference Duarte2019). Certainly, internet coverage and connectivity can be an issue, and the use Facebook can experience territorial, age, and even gender bias. However, at least in big cities and metropolitan areas, the use of Facebook appears to be quasi-universal and, in my experience, few local political and social actors do not have an account.Footnote 5
Privacy can be another limitation. However, during my research in three Latin American countries, the majority of personal profiles had no accessibility restrictions. Furthermore, in many cases, the official profiles or fan pages tagged politicians’ personal accounts to extend the reach of the publications or messages. Indeed, specific groups may be an exception, requiring membership approval. In these cases, a researcher depends on how thorough the administrator is and whether individual members can be contacted. Despite possible context-specific limitations, Facebook offers a wealth of information that can be helpful to a researcher in the field.Footnote 6
WHY FACEBOOK? CONTEXT INFORMATION, KEY INFORMANTS, AND TRIANGULATION
Diverse solutions have been proposed to overcome the inherent limitations of SSM. As with any other method of data collection, these tend to be remedies rather than straightforward solutions that aim to minimize the method’s problems. Arguably, the most important solution is to plant multiple seeds—that is, the people who allow us to enter networks of informants, to diversify sources of information, and thus to avoid or at least minimize possible bias in the information received. Numerous informants accessed through many different seeds should result in different perspectives and avoid similar characteristics shared by the interviewees.
I suggest that Facebook helps to overcome the limitations of SSM by enhancing the proposed solutions. This social-networking site can provide leverage in at least three ways. First, it identifies the principal actors in local power relations. Second, it offers an alternative channel of access to these principal actors, bypassing possible gatekeepers and diversifying the sample. Third, it allows better corroboration and triangulation of the information that the interviewees provide and the more efficient requesting of additional potential respondents. The following discussion elaborates on each enhancement and provides examples from my fieldwork to illustrate how Facebook helps to achieve these goals.
Identifying and Locating Potential Informants
Exploring Facebook can provide basic information about principal actors in local politics. In low-information contexts such as those of local districts in Latin America, even a cursory review of this social-networking site provides valuable information about the principal actors and their positions vis-à-vis certain politicians and also identifies previously unknown but equally important actors (e.g., social leaders, local activists, and brokers). These people typically do not appear in common Google searches of the district or in news stories about the particular locality in national newspapers. Thus, in gathering basic information about daily life in a district, “researchers suddenly become insiders of some sort” (Côté Reference Côté2013, 616).
In many cases, the official website of a municipal government provides minimal information about what is going on in the city, the principal local public-policy initiatives, and the mayor’s activities. Informal Facebook groups of citizens and neighbors provide alternative sources of information. These groups can be either pro- or anti-government, but the latter typically tend to be more vocal. These groups (often public, but in some cases with required and approved membership) suggest the current social and political agenda, the main problems in the district, and the activities of and critiques about the mayor and local council members.
In most of these Facebook groups, it is possible to identify who contributes opinions most often, social leaders who frequently participate and criticize, and an administrator who conducts the debate or simply manages the group page. In any case, these people typically have a more public stance, a more critical position, and—above all—access to information. In La Cisterna (Chile), for example, I was able to individually interview three members of one group opposed to a long-standing local mayor who were identified by their activity in the group. Therefore, these groups constitute a source of prospective interviewees with informed opinions about district politics.
On a group or institutional level, navigating on Facebook also enables identifying and locating important local social organizations. In many cases, researchers can recognize that these organizations are important even if they are not personally acquainted with a single member. Nonetheless, the Facebook groups could include important social leaders with valuable information regarding the city’s situation and political context. It is not uncommon that a list or the addresses of these social and sports organizations do not appear on the municipal website or the internet in general. However, in many cases, they have a public profile on Facebook where a physical or email address and telephone number are listed. For example, in Chile, I identified Facebook profiles of neighborhood associations and, using the contact information available on the site, I localized them physically and tracked down their presidents. The same logic can be applied to political-campaign offices, sports (mainly soccer) clubs, neighborhood committees and councils, and soup kitchens.
Establishing Contact with Informants
The second advantage of Facebook derives partly from the first one. Identifying who the principal actors are is a first step for contacting them. Again, in low-information contexts, Facebook offers advantages in locating otherwise inaccessible people and bypassing possible gatekeepers (Atkinson and Flint Reference Atkinson and Flint2001). Moreover, if one limitation of SSM is possible bias in the samples, Facebook offers a particularly useful tool for diversifying the interviewees (i.e., planting multiple seeds). This typically is done without knowing the people of interest in advance or without them being recommended by a third trusted person. Thus, even if the rates of successful contacting are lower, Facebook provides greater opportunities to diversify the sample of interviewed people.
Moreover, if one limitation of SSM is possible bias in the samples, Facebook offers a particularly useful tool for diversifying the interviewees (i.e., planting multiple seeds).
Once actors of interest are identified, contact can be established in one of two ways. First, the person can be contacted directly via Facebook chat. In this case, text phrasing and the researcher’s self-presentation are crucial. Researchers should succinctly express why they are contacting the informant and the topic of their research project. Most important, researchers need to clearly state how they found the person in question—for example, whether they saw the name as a group administrator, supporter, participant in an online discussion, or as an activist. Moreover, in many cases, Facebook is the only way a researcher can look up and contact people mentioned in other interviews or whose name has appeared in a news story, blog, or Facebook group. When using virtual contacting, researchers must be prepared that they will be subject to some type of “digital vetting” (Lennox Esselment and Marland Reference Marland2019).
Second, researchers can contact actors of interest indirectly by attending an activity or event where they know that a possible informant will be. Thus, Facebook can identify people and find information on their activities so that researchers may be able to contact them during events such as meetings, marches, and sports tournaments. For example, in Los Olivos (Lima), I attended a campaign meeting previously announced on Facebook and was able to speak to the candidate’s campaign manager to arrange a meeting with the candidate herself. Whereas it is never certain that a potential interviewee will show up, it also is more difficult for the actor to evade the researcher.Footnote 7
In this context, preliminary fieldwork is highly advisable and typically helpful. It allows a researcher to establish new contacts and get to know “people who know people.” Becoming acquainted with as many local people as possible is crucial for further networking. Depending on the context, these people include students at a university or another institution that the researcher is affiliated with during fieldwork, professors and other experts, the nongovernmental sector, and members of local social organizations. In my experience, most of these people know someone of interest, live in a certain district or come from a certain city, or are linked to other actors. If the personal contact with these people has been limited, a researcher can obtain more information from a Facebook search.
During my fieldwork in Paraguay, I asked people who I barely knew for contacts on politicians and local leaders in districts where they lived or were from because Facebook profiles often provide this information. In other cases, I asked them to help me establish contacts—for example, with local journalists in another Paraguayan city after learning that they were friends on Facebook. Although the precise form of networking depends on the research topic, these contacts can be helpful in identifying and contacting potentially important informants.
All of these possibilities enable the planting of multiple seeds, thereby raising the number of interviewees, and also allow for obtaining access to potential and, in some cases, previously unknown informants. In turn, this can contribute to diminishing sample bias and narrowing the network of interviewees only to people with certain social characteristics. More important, it also can help overcome the problem of gatekeepers (Atkinson and Flint Reference Atkinson and Flint2001). During fieldwork, a researcher may not be able to contact some local politicians directly through formal channels due to the line of lower-ranked bureaucrats or administrative obstacles. However, attending a politician’s activity or event mentioned on Facebook increases the probability of direct contact or getting in touch with a close adviser and establishing communication.
Triangulation of Information and Asking for Additional Contacts
Identifying and contacting possible interviewees are the first two steps. However, in many cases, when conducting an interview, researchers cannot be sure whether an interviewee is telling the truth, lying, or hiding something. Indeed, there is no “obligation of a subject to be objective and to tell us the truth” (Berry Reference Berry2002, 680). Checking Facebook and collecting background information can improve the quality of questions that researchers ask or can enable inquiries regarding issues they were previously unaware of from secondary sources (e.g., newspapers). This is especially the case with questions about sensitive and socially undesirable issues or unknown topics that a researcher has no other way to garner information about because there is no available secondary information on the subject or the answers in other interviews vary greatly. Thus, the information collected from Facebook corroborates the responses or can be used to confront an interviewee directly about issues not originally contemplated. During my field research, I was able to check or compare the quality and veracity of answers on various topics—for example, how much a campaign for a given office cost, how many voters a broker could mobilize, how much one vote costs, and how much a place on a voting ballot is worth. This helped me to appear “knowledgeable,” confront interviewees with alternative numbers or facts, pose “presuming” questions,Footnote 8 and assess the reaction to information circulating among neighbors on Facebook.
Checking Facebook and collecting background information can improve the quality of questions that researchers ask or can enable inquiries regarding issues they were previously unaware of from secondary sources (e.g., newspapers).
In a similar vein, searching on Facebook can inform a researcher about where interviewees stand in the local context. Particularly in polarized contexts, people take a position and those who express themselves publicly typically are either critical or defensive of the local incumbent. Thus, having background knowledge can help to assess the veracity of the interviewees’ responses. It also allows a researcher to ask them directly and assess their reaction when considering them as either for or against relative to a local social or political leader. For example, in two municipalities in Lima (Peru), I was able to ask a local social leader about her relationship with the mayor. She publicly supported another candidate but had appeared previously on Facebook in photographs at an event with the mayor. Confronting her with this information allowed me to obtain information about why she had supported him and why they had split up. In this way, the information available on Facebook helps researchers verify and weigh incomplete, manipulated, erroneous, or false information received from interviewees about their position and participation in local power dynamics.
Finally, in many cases, researchers ask interviewees for additional contacts and names of important actors with whom to speak. In fact, this is one of the defining traits of SSM. Researchers typically do not know these people. However, by looking up informants on Facebook before the interview takes place, researchers can better know their network of people related to the topic of interest. Searching on Facebook also reveals with whom interviewees have participated in social or political meetings and therefore with whom they have a relationship (and possible access). The resulting background knowledge about an interviewee enables the researcher to ask for certain names and contact information and to check the veracity of the response (e.g., if the interviewee denies knowing the person). After an interview with a local political leader in Lima, for example, I asked him for an important social leader’s contact information (that I did not previously have and whose name did not come up in our conversation). I could do this because I had seen a photograph on Facebook in which both were participating in a neighborhood meeting and both were named.
CONCLUSIONS
SSM is a commonly used technique for collection of data in qualitative research. In low-information contexts with few previous contacts and little local knowledge, the use of Facebook can enhance the use of SSM and contribute to overcoming some of its limitations. This article argues that Facebook contributes crucially in three ways: (1) identifying informants and learning the local contexts; (2) contacting possible interviewees and verifying the content of their responses; and (3) asking for additional potential respondents.
The precise use of Facebook depends on the research topic and fieldwork local context; however, this article shows how Facebook provides leverage in overcoming the problem of biased samples. It outlines basic guidelines and concrete examples of how to take advantage of the information available on Facebook. Although Facebook recently has been used in many ways (e.g., gaining access to hard-to-reach populations for representative studies and in experiments) in social science research, to my knowledge, concrete methodological suggestions linked to a traditionally used methodological instrument have been relatively limited.Footnote 9 Facebook provides many opportunities to improve our fieldwork (and SSM in particular), and we need to reflect more on our practices to better systematize our experiences.
