{"id":66,"date":"2023-08-09T11:13:15","date_gmt":"2023-08-09T11:13:15","guid":{"rendered":"https:\/\/opentextbc.ca\/introductiontosociology3rdedition\/chapter\/2-1-approaches-to-sociological-research\/"},"modified":"2023-09-11T17:19:00","modified_gmt":"2023-09-11T17:19:00","slug":"2-1-approaches-to-sociological-research","status":"publish","type":"chapter","link":"https:\/\/opentextbc.ca\/introductiontosociology3rdedition\/chapter\/2-1-approaches-to-sociological-research\/","title":{"raw":"2.1. Approaches to Sociological Research","rendered":"2.1. Approaches to Sociological Research"},"content":{"raw":"[caption id=\"attachment_65\" align=\"alignleft\" width=\"205\"]\"New Figure 2.3<\/strong> Sherlock Holmes as sociologist? The character Sherlock Holmes was known for his keen\u00a0 observation of social life. (Photo courtesy of Special Collections Toronto Public Library\/ Wikimedia Commons.) CC BY-SA 2.0<\/a>[\/caption]\r\n\r\nWhen sociologists apply the sociological perspective and begin to ask questions, no topic is off limits. Every aspect of human behaviour is a source of possible investigation. Sociologists question the world that humans have created and live in. They notice patterns of behaviour as people move through the\u00a0world. Using sociological methods and systematic research within the framework of the scientific method, sociologists have discovered workplace patterns that have transformed industries, family patterns that have enlightened parents, and education patterns that have aided structural changes in classrooms.\r\n\r\nDepending on the focus and the type of research conducted, sociological findings could be useful in addressing any of the three basic interests or purposes of sociological knowledge discussed in the last chapter: the positivist interest in quantitative evidence to determine effective social policy decisions, the interpretive interest in understanding the meanings of human behaviour to foster mutual understanding and consensus, and the critical interest in knowledge useful for dismantling power relations and building alternatives to conditions of servitude. It might seem strange to use scientific practices to study social phenomena \u2014 a bit like the contents of a petri dish examining themselves \u2014 but, as argued above, if the goal of sociology is to improve the operation of society, it is extremely helpful to rely on systematic approaches that research methods provide.\r\n\r\nSociologists often begin the research process by asking a question about how or why things happen. It might be a unique question about a new trend or an old question about a common aspect of life. Once a question is formed, a sociologist proceeds through an in-depth process to answer it. Depending on the nature of the topic and the goals of the research, sociologists have a variety of methodologies to choose from. In deciding how to design that process, the researcher may adopt a positivist methodology<\/strong> or an interpretive methodology<\/strong>. Both types of methodology can be useful for critical research strategies<\/strong>. The following sections describe these approaches to acquiring knowledge.\r\n

Science vs. Non-Science<\/h1>\r\nContemporary society is going through an interesting time in which the certitudes and authority of science are frequently challenged. In the context of the natural sciences, people doubt scientific claims about climate change and the safety of vaccines. In the context of the social sciences, people doubt scientific claims about the declining rate of violent crime or the effectiveness of needle exchange programs.\u00a0 Sometimes there is a good reason to be skeptical about science, when scientific technologies prove to have adverse effects on the environment, for example. Sometimes skepticism has dangerous outcomes, when people act on conspiracy theories and misinformation or epidemics of diseases like measles suddenly break-out in schools due to low vaccination rates. In fact, skepticism is central to both natural and social sciences; but from a scientific point of view, the skeptical attitude needs to be combined with systematic research in order for knowledge to move forward.\r\n\r\nIn sociology, science provides the basis for being able to distinguish between everyday opinions or beliefs and propositions that can be sustained by evidence. In his paper, The Normative Structure of<\/em> Science<\/em> (1942\/1973), the sociologist Robert Merton argued that science is a type of empirical knowledge organized around four key principles, often referred to by the acronym CUDOS<\/strong>:\r\n
    \r\n \t
  1. Communalism:<\/strong> The results of science must be made available to the public; science is freely available, shared knowledge, open to public discussion and debate.<\/li>\r\n \t
  2. Universalism:<\/strong> The results of science must be evaluated based on universal criteria, not parochial criteria specific to the researchers themselves.<\/li>\r\n \t
  3. Disinterestedness:<\/strong> Science must not be pursued for private interests or personal reward.<\/li>\r\n \t
  4. Organized Skepticism:<\/strong> The scientist must abandon all prior intellectual commitments, critically evaluate claims, and postpone conclusions until sufficient evidence has been presented; scientific knowledge is provisional.<\/li>\r\n<\/ol>\r\nFor Merton, therefore, non-scientific knowledge is knowledge that fails in various respects to meet these criteria. Types of esoteric or mystical knowledge, for example, might be valid for someone on a spiritual path, but because this knowledge is passed from teacher to student through direct transmission and it is not available to the public for open debate, or because the validity of this knowledge might be specific to the individual's unique spiritual configuration, esoteric or mystical knowledge is not scientific per se<\/em>. Claims that are presented to persuade (rhetoric), to achieve political goals (propaganda, of various sorts), or to make profits (advertising) are not scientific because these claims\u00a0are structured to satisfy private interests. Propositions which fail to stand up to rigorous and systematic standards of evaluation are not scientific because they can not withstand the criteria of organized skepticism and scientific method.\r\n\r\nThe basic distinction between scientific and common, non-scientific claims about the world is that in science \"seeing is believing\" whereas in everyday life \"believing is seeing\" (Brym, Roberts, Lie, & Rytina, 2013). Science is, in crucial respects, based on systematic observation following the principles of CUDOS. Only on the basis of observation (or \"seeing\") can a scientist believe that a proposition about the nature of the world is correct. Research methodologies are designed to reduce the chance that conclusions will be based on error. In everyday life, the order is typically reversed. People \"see\" what they already expect to see or what they already believe to be true. They do not systematically test what they believe to be true. Prior intellectual commitments or biases predetermine what people observe and the conclusions they draw.\r\n\r\nMany people know things about the social world without having a background in sociology. Sometimes their knowledge is valid; sometimes it is not. It is important, therefore, to think about how people know what they know, and compare it to the scientific way of knowing. Four types of non-scientific reasoning are common in everyday life: knowledge based on casual observation, knowledge based on selective evidence, knowledge based on overgeneralization, and knowledge based on authority or tradition.\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
    Table 2.1. Scientific and Non-Scientific Ways of Knowing [Skip Table]<\/a>\r\nNote. (Blackstone, 2012) CC BY-NC-SA 3.0<\/a> (https:\/\/creativecommons.org\/licenses\/by-nc-sa\/3.0\/)<\/em><\/caption>\r\n
    Way of Knowing<\/th>\r\nDescription<\/th>\r\n<\/tr>\r\n<\/thead>\r\n
    Casual Observation<\/td>\r\nOccurs when individuals make observations without any systematic process for observing or assessing the accuracy of what they observed.<\/td>\r\n<\/tr>\r\n
    Selective Observation<\/td>\r\nOccurs when individuals see only those patterns that they want to see, or when they assume that only the patterns they have experienced directly exist.<\/td>\r\n<\/tr>\r\n
    Overgeneralization<\/td>\r\nOccurs when individuals assume that broad patterns exist even when their observations have been limited.<\/td>\r\n<\/tr>\r\n
    Authority\/Tradition<\/td>\r\nA socially defined source of knowledge that might shape individuals' beliefs about what is true and what is not true.<\/td>\r\n<\/tr>\r\n
    Scientific Research Methods<\/td>\r\nAn organized, logical way of learning and knowing about the social world.<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<\/a>Many people know things simply because they have experienced them directly. Someone who has grown up in Manitoba has probably observed what plenty of kids learn each winter, that it really is true that one\u2019s tongue will stick to metal when it is very cold outside. Direct experience may provide accurate information, but only if the observer is lucky. Unlike the fictional detective Sherlock Holmes, in general, people are not very careful observers. In this example of the \"winged ship\" in Figure 2.4, the observation process is not deliberate or systematic. Instead, the observers come to know what they believe to be true through casual observation<\/span><\/strong>. The problem with casual observation is that sometimes it is right, and sometimes it is wrong. Without any systematic process for observing or assessing the accuracy of\u00a0 observations, a person can never really be sure if their informal observations are accurate.\r\n\r\n \r\n\r\n[caption id=\"attachment_65\" align=\"aligncenter\" width=\"708\"]\"\" Figure 2.4<\/strong> \"A Winged Ship in the Sky\" seen by all in Sacramento in 1896. (Photo courtesy of The San Francisco Call\/ <\/span><\/span><\/span>Wikimedia Commons.) Public Domain<\/a>[\/caption]\r\n\r\nMany people know things because they overlook disconfirming evidence. Suppose a friend declared that all men are liars shortly after she had learned that her boyfriend had deceived her. The fact that one man happened to lie to her in one instance came to represent a quality inherent in all men. But do all<\/em> men really lie all<\/em> the time? Probably not. If the friend is prompted to think more broadly about her experiences with men, she would probably acknowledge that she knew many men who, to her knowledge, had never lied to her and that maybe even her boyfriend did not generally make a habit of lying. This friend committed what social scientists refer to as selective observation<\/span><\/strong> by noticing only the pattern that she wanted to find at the time. She ignored disconfirming evidence. If, on the other hand, the friend\u2019s experience with her boyfriend had been her only experience with a man, then she would have been committing what social scientists refer to as overgeneralization<\/span><\/strong>, assuming that broad patterns exist based on very limited observations.\r\n

    Another way that people claim to know what they know is by looking to what they have always known to be true. There is an urban legend about a woman who for years used to cut both ends off of a ham before putting it in the oven (Mikkelson, 2005). She baked ham that way because that is the way her mother did it, so clearly that was the way it was supposed to be done. Her knowledge was based on a family tradition or traditional knowledge<\/strong>. After years of tossing cuts of perfectly good ham into the trash, however, she finally asked her mother why she did it and learned that the only reason her mother cut the ends off ham before cooking it was that she did not have a pan large enough to accommodate the ham without trimming it.<\/p>\r\n

    Without questioning what one thinks one knows is true, one may wind up believing things that are actually false. This is most likely to occur when an authority<\/span> tells us that something is true, a case of authoritative knowledge<\/strong>. Mothers are not the only possible authorities people might rely on as sources of knowledge. Other common authorities people might rely on are political figures, churches and ministers, media influencers and social media networks. Although it is understandable that someone might believe something to be true if they look up to, or respect the person who has said it is so, this way of knowing differs from the sociological way of knowing. Whether quantitative, qualitative, or critical in orientation, sociological research is based on the scientific method.<\/p>\r\n\r\n

    The last four paragraphs on the four types of non-scientific reasoning are adapted from Amy Blackstone, Sociological Inquiry Principles: Qualitative and Quantitative Methods (V. 1.0, 2012).<\/em> Used under a CC BY-NC-SA 3.0<\/a> licence.<\/div>\r\n

    The Scientific Method<\/h1>\r\nSociologists make use of tried-and-true methods of research, such as experiments, surveys, field research, and textual analysis. But humans and their social interactions are so diverse that they can seem impossible to chart or explain. It might seem that science is about discoveries and chemical reactions, or about proving hypotheses about elementary particles right or wrong, rather than about exploring the nuances of human behaviour. However, this is exactly why scientific models work for studying human behaviour. A scientific process of research establishes parameters that help make sure results are objective and accurate. Scientific methods provide limitations and boundaries that focus a study and organize its results. This is the case for both positivist quantitative methodologies, which seek to translate observable phenomena into unambiguous numerical data, and interpretive qualitative methodologies, which seek to translate observable phenomena into definable units of meaning. The social scientific method in both cases involves developing and testing theories about the world based on empirical (i.e., observable) evidence. The social scientific method is defined by its commitment to systematic observation of the social world, and it strives to be objective, critical, skeptical, and logical. It involves a series of established steps known as the research cycle<\/strong>.<\/a>\r\n\r\n \r\n\r\n[caption id=\"attachment_65\" align=\"aligncenter\" width=\"300\"]\"The Figure 2.5<\/strong> The research cycle passes through a series of steps. The conclusions and reporting typically generate a new set of questions, which renews the cycle. CC BY 4.0<\/a>. [Image Description]<\/a>[\/caption]No matter what research approach is used, researchers want to maximize the study\u2019s reliability<\/em> and validity<\/em>. Reliability<\/strong> refers to how likely research results are to be replicated if the study is reproduced. Reliability increases the likelihood that what is true of one person will be true of all people in a group. Validity<\/b> refers to how well the study measures what it was designed to measure. If\u00a0 the researcher wishes to examine people's depth of religiosity \u2014 i.e., how strong is someone's religious belief? How central is religious belief to their life? \u2014 does a measure like \"frequency of church attendance\" accurately measure that? Maybe not. People attend church for a variety of reasons and some religions are not organized on the basis of churches and congregations.\r\n\r\nA subtopic in the field of political violence would be to examine the sources of homegrown radicalization: What are the conditions under which individuals in Canada move from a state of indifference or moderate concern with political issues to a state in which they are prepared to use violence to pursue political goals? The reliability<\/em> of a study of radicalization reflects how well the social factors unearthed by the research apply to similar individuals who were not directly part of the research. Would another sociologist come up with the same results if they replicated the study? How well can the researcher extrapolate from the research subjects studied to individuals in the broader society? Does research on violent jihadi radicalization apply to violent neo-Nazi radicalization?\r\n\r\nValidity<\/em> ensures that the study\u2019s design accurately examined what it was designed to study. Do the concepts and measures of radicalization accurately represent the actual experience of political radicals? An exploration of an individual\u2019s propensity to plan or engage in violent acts or to go abroad to join a terrorist organization should address those specific issues and not confuse them with other topics such as why an individual adopts a particular faith or espouses radical political views. There is a key difference between religiosity, radicalization, and violent radicalization. As research from the UK and United States on jihadism has in fact shown, while jihadi terrorists typically identify with an Islamic world view, a well-developed Islamic identity counteracts jihadism. <\/em>Similarly, research has shown that while it intuitively makes sense that people with radical views would adopt radical means like violence to achieve them, there is in fact no consistent homegrown terrorist profile, meaning that it is not possible to predict whether someone who espouses radical views will move on to committing violent acts without taking into account the specific stages in the process (Patel, 2011).\r\n\r\nTo ensure validity, research on political violence should focus on individuals who engage in political violence and be able to distinguish between simply holding radical political beliefs and acting violently on radical political beliefs. Dalgaard-Nielsen (2010) distinguishes between radical, radicalization, and violent radicalization as follows:\r\n
    a radical is understood as a person harboring a deep-felt desire for fundamental sociopolitical changes and radicalization is understood as a growing readiness to pursue and support far reaching changes in society that conflict with, or pose a direct threat to, the existing order. [V]iolent radicalization [is]a process in which radical ideas are accompanied by the development of a willingness to directly support or engage in violent acts.<\/blockquote>\r\nThe scientific method provides a systematic, organized series of steps that help ensure objectivity and consistency in exploring a social problem. These steps provide the means for accuracy, reliability, and validity. Typically, the scientific method starts with these steps, which are\u00a0described below:\u00a01) ask a question; 2) research existing sources; and 3) formulate a hypothesis.\r\n

    Ask a Question<\/h2>\r\nThe first step of the scientific method is to ask a question, describe a problem, and identify the specific area of interest. The topic should be narrow enough to study within a specific geographical location and time frame. \u201cAre societies capable of sustained happiness?\u201d would be too vague. The question should also be broad enough to have universal merit. \u201cWhat do personal hygiene habits reveal about the values of students at XYZ High School?\u201d would be too narrow. That said, happiness and hygiene are worthy topics to study.\r\n\r\n[caption id=\"attachment_65\" align=\"alignleft\" width=\"150\"]\"""\" Figure 2.6<\/strong> Karl Popper (Photo courtesy of Wikimedia Commons.) No known copyright restrictions<\/a>.[\/caption]\r\n\r\nSociologists do not rule out any topic, but would strive to frame these questions in better research terms. That is why sociologists are careful to define their terms. Karl Popper (1902\u20131994) described the formulation of scientific propositions in terms of the concept of falsifiability <\/strong>(1963). He argued that the key demarcation between scientific and non-scientific propositions was not ultimately their factual truth, nor their verification, but simply whether or not they were stated<\/em> in such a way as to be falsifiable; that is, whether a possible empirical observation could prove them wrong. If one claimed that evil spirits were the source of criminal behaviour, this would not be a scientific proposition because there is no possible way to definitively disprove it. Evil spirits cannot be observed. However, if one claimed that higher unemployment rates are the source of higher crime rates, this would be a scientific proposition because it is theoretically possible to find an instance where unemployment rates were not correlated to higher crime rates. As Popper said, \u201cstatements or systems of statements, in order to be ranked as scientific, must be capable of conflicting with possible, or conceivable, observations\u201d (Popper, 1963).\r\n\r\nOnce a proposition is formulated in a way that would permit it to be falsified, the variables to be observed need to be operationalized. In a hygiene study, for instance, hygiene could be defined as \u201cpersonal habits to maintain physical appearance (as opposed to health),\u201d and a researcher might ask, \u201cHow do differing personal hygiene habits reflect the cultural value placed on appearance?\u201d When forming these basic research questions, sociologists develop an operational definition<\/b>; that is, they define the concept in terms of the physical or concrete steps it takes to objectively measure it. The concept is translated into an observable variable<\/b>, <\/b>a measure that has different values. The operational definition identifies an observable condition of the concept.\r\n\r\nBy operationalizing a variable of the concept, all researchers can collect data in a systematic or replicable manner. The operational definition must be valid<\/strong> in the sense that it is an appropriate and meaningful measure of the concept being studied. It must also be reliable<\/strong>, meaning that results will be close to uniform when tested on more than one person. For example, good drivers might be defined in many ways: Those who use their turn signals; those who do not speed; or those who courteously allow others to merge. But these driving behaviours could be interpreted differently by different researchers, so they\u00a0could be difficult to measure. Alternatively, \u201ca driver who has never received a traffic violation\u201d is a specific description that will lead researchers to obtain the same information, so it is an effective operational definition. Asking the question, \"how many traffic violations has a driver received?\" turns the concepts of \"good drivers\" and \"bad drivers\" into variables which might be measured by the number of traffic violations a driver has received. Of course the sociologist has to be wary of the way the variables are operationalized. In this example we know that black drivers are subject to much higher levels of police scrutiny than white drivers, so the number of traffic violations a driver has received might reflect less on their driving ability and more on the crime of \"driving while black.\"\r\n

    Research Existing Sources<\/h3>\r\nThe next step researchers undertake is to conduct background research through a literature review<\/b>, which is a review of any existing similar or related studies. A visit to a university library and a thorough online search will uncover existing research about the topic of study. This step helps researchers gain a broad understanding of work previously conducted on the topic at hand and enables them to position their own research to build on prior knowledge. It allows them to sharpen the focus of their research question and avoid duplicating previous research. Researchers \u2014 including student researchers \u2014 are responsible for correctly citing existing sources they use in a study or sources that inform their work. While it is fine to build on previously published material (as long as it enhances a unique viewpoint), it must be referenced properly and never plagiarized. To study hygiene and its value in a particular society, a researcher might sort through existing research and unearth studies about childrearing, vanity, obsessive-compulsive behaviours, and cultural attitudes toward beauty. At the literature review stage it is important to sift through this information and determine what is relevant. Using existing sources educates a researcher by showing what others have found relevant about a topic, and helps refine and improve a study\u2019s design.\r\n

    Formulate a Hypothesis<\/h2>\r\nA hypothesis<\/b> is an assumption about how two or more variables are related; it makes a conjectural statement about the relationship between those variables. It is an educated guess because it is not random but based on theory, observations, patterns of experience, or the existing literature. The hypothesis formulates this guess in the form of a testable or falsifiable proposition. However, how the hypothesis is handled differs between the positivist and interpretive <\/i>approaches in sociology.\r\n

    Hypothesis Formation in Positivist Research<\/h2>\r\nPositivist methodologies are often referred to as hypothetico-deductive methodologies<\/strong>. A hypothesis is derived from a theoretical proposition. On the basis of the hypothesis, a prediction or generalization is logically deduced. If the prediction is confirmed by observation, the theoretical proposition is regarded as valid (at least provisionally). In positivist sociology, the hypothesis predicts how one form of human behaviour influences another. How does being a black driver affect the number of times the police will pull the driver over?\r\n\r\nSuccessful prediction will determine the adequacy of the hypothesis and thereby test the theoretical proposition. Typically positivist approaches operationalize variables as quantitative data<\/b>; that is, by translating a social phenomenon like health into a quantifiable or numerically measurable variable like \u201cnumber of visits to the hospital.\u201d This permits sociologists to formulate their predictions using mathematical language, like regression formulas, to present research findings in graphs and tables, and to perform mathematical or statistical techniques to demonstrate the validity of relationships.\r\n\r\nVariables are examined to see if there is a correlation<\/strong> between them. When a change in one variable coincides with a change in another variable there is a correlation. This does not necessarily indicate that changes in one variable causes<\/em> a change in another variable, however \u2014 just that they are associated. A key distinction here is between independent and dependent variables. In research, independent variables<\/b> are the cause of the change. The dependent variable<\/b> is the effect, or thing that is changed. For example, in a basic study, the researcher would establish one form of human behaviour as the independent variable and observe the influence it has on a dependent variable. How does gender (the independent variable) affect rate of income (the dependent variable)? How does one\u2019s religion (the independent variable) affect family size (the dependent variable)? How is social class (the dependent variable) affected by level of education (the independent variable)?\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n
    Table 2.2. Examples of Dependent and Independent Variables<\/em><\/caption>\r\n
    Hypothesis<\/th>\r\nIndependent Variable<\/th>\r\nDependent Variable<\/th>\r\n<\/tr>\r\n<\/thead>\r\n
    The greater the availability of affordable housing, the lower the homeless rate.<\/td>\r\nAffordable Housing<\/td>\r\nHomeless Rate<\/td>\r\n<\/tr>\r\n
    The greater the availability of math tutoring, the higher the math grades.<\/td>\r\nAvailability of Math Tutoring<\/td>\r\nMath Grades<\/td>\r\n<\/tr>\r\n
    The greater the police patrol presence, the safer the neighbourhood.<\/td>\r\nPolice Patrol Presence<\/td>\r\nSafer Neighbourhood<\/td>\r\n<\/tr>\r\n
    The greater the factory lighting, the higher the productivity.<\/td>\r\nAmount of Factory Lighting<\/td>\r\nProductivity<\/td>\r\n<\/tr>\r\n
    The greater the amount of public auditing, the lower the amount of political dishonesty.<\/td>\r\nAmount of Public Auditing<\/td>\r\nPolitical Dishonesty<\/td>\r\n<\/tr>\r\n
    Note.<\/em> Typically, the independent variable causes the dependent variable to change in some way.<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\nFor it to become possible to speak about causation<\/strong>, three criteria must be satisfied:\r\n
      \r\n \t
    1. There must be a relationship or correlation between the independent and dependent variables.<\/li>\r\n \t
    2. The independent variable must be prior to the dependent variable.<\/li>\r\n \t
    3. There must be no other intervening variable<\/strong> responsible for the causal relationship.<\/li>\r\n<\/ol>\r\nIt is important to note that while there has to be a correlation between variables for there to be a causal relationship, correlation does not necessarily imply causation. The relationship between variables can be the product of a third intervening variable<\/strong> that is independently related to both. For example, there might be a positive relationship between wearing bikinis and eating ice cream, but wearing bikinis does not cause eating ice cream. It is more likely that the heat of summertime causes both an increase in bikini wearing and an increase in the consumption of ice cream.\r\n\r\nThe distinction between causation and correlation can have significant consequences. For example, Indigenous Canadians are overrepresented in prisons and arrest statistics. As noted in Chapter 1. An Introduction to Sociology<\/a>, in 2020 Indigenous people accounted for about 5% of the Canadian population, but they made up 30% of the federal penitentiary population (Correctional Investigator Canada, 2020). There is a positive correlation between being an Indigenous person in Canada and being in jail. Is this because Indigenous people are racially or biologically predisposed to crime? No. In fact there are at least four intervening variables that explain the higher incarceration of Indigenous people (Hartnagel, 2004): Indigenous people are disproportionately poor and poverty is associated with higher arrest and incarceration rates; Indigenous lawbreakers tend to commit more detectable \"street\" crimes than the less detectable and actionable \"white collar\" crimes of other segments of the population; the criminal justice system disproportionately profiles and discriminates against Indigenous people; and the legacy of colonization has disrupted and weakened traditional sources of social control in Indigenous communities.\r\n\r\n[caption id=\"attachment_65\" align=\"aligncenter\" width=\"788\"]\"The Figure 2.7<\/strong> Correlation does not imply causation: Divorce rate in Maine by Per Capita Consumption of Margarine. (Image courtesy of AltimeterGroup\/ Flickr.) CC BY-NC-SA 2.0<\/a><\/span>[\/caption]\r\n\r\nAt this point, a researcher\u2019s operational definitions<\/strong> help measure the variables. In a study asking how tutoring improves grades, for instance, one researcher might define \u201cgood\u201d grades as a C or better, while another uses a B+ as a starting point for good. Another operational definition might describe \u201ctutoring\u201d as \u201cone-on-one assistance by an expert in the field, hired by an educational institution.\u201d Those definitions set limits and establish cut-off points, ensuring consistency and replicability in a study. As the chart shows, an independent variable is the one that causes a dependent variable to change. For example, a researcher might hypothesize that teaching children proper hygiene (the independent variable) will boost their sense of self-esteem (the dependent variable). Or rephrased, a child\u2019s sense of self-esteem depends, in part, on the quality and availability of hygienic resources.\r\n\r\nOf course, this hypothesis can also work the other way around. Perhaps a sociologist believes that increasing a child\u2019s sense of self-esteem (the independent variable) will automatically increase or improve habits of hygiene (now the dependent variable). Identifying the independent and dependent variables is very important. As the hygiene example shows, simply identifying two topics, or variables, is not enough: Their prospective relationship must be part of the hypothesis. Just because a sociologist forms an educated prediction of a study\u2019s outcome does not mean data contradicting the hypothesis are not welcome. Sociologists analyze general patterns in response to a study, but they are equally interested in exceptions to patterns.\r\n\r\nIn a study of education, a researcher might predict that high school dropouts have a hard time finding a rewarding career. While it has become at least a cultural assumption that the higher the education, the higher the salary and degree of career happiness, there are certainly exceptions. People with little education have had stunning careers, and people with advanced degrees have had trouble finding work. A sociologist prepares a hypothesis knowing that results will vary.\r\n

      Hypothesis Formation in Qualitative Research<\/h2>\r\nWhile many sociologists rely on the positivist hypothetico-deductive method in their research, others operate from an interpretive approach<\/b>. While still systematic, this approach typically does not follow the hypothesis-testing model that seeks to make generalizable predictions from quantitative variables. Instead, an interpretive <\/i>framework seeks to understand social worlds from the point of view of participants, leading to in-depth knowledge. It focuses on qualitative data, <\/b>or the meanings that guide people\u2019s behaviour. Rather than relying on quantitative instruments, like fixed questionnaires or experiments, which can be artificial, the interpretive approach attempts to find ways to get closer to the informants\u2019 lived experience and perceptions.\r\n\r\nInterpretive research is generally more descriptive or narrative in its findings than positivist research. It can <\/i>begin from a deductive approach by deriving a hypothesis from theory and then seeking to confirm it through methodologies like in-depth interviews. However, it is ideally suited to an inductive approach<\/strong> in which the hypothesis emerges only after a substantial period of direct observation or interaction with subjects. This type of approach is exploratory in that the researcher also learns as they proceed, sometimes adjusting the research methods or processes midway to respond to new insights and findings as they evolve.\r\n\r\nFor example, Glaser and Strauss' (1967) classic elaboration of grounded theory<\/strong> proposed that qualitative researchers working with rich sources of qualitative data from interviews or ethnographic observations need to go through several stages of coding the data before a strong theory of the social phenomenon under investigation can emerge. In the initial stage, the researcher is simply trying to listen carefully and to tentatively categorize and sort the data. The researchers do not predetermine what the relevant categories of the social experience are, but analyze carefully what their subjects actually say. For example, what are the working definitions of health and illness that hospital patients use to describe their situation? In the first stage, the researcher tries to distinguish and succinctly code or label the numerous themes emerging from the data: different ways of describing the experience of health and illness. In the second stage, the researcher takes a more analytical approach by organizing the initial interview data into a few key reoccurring themes: Perhaps these are key assumptions that lay people make about the physiological mechanisms of the body, or the metaphors they use to describe their relationship to illness (e.g., a random occurrence, a battle, a punishment, a message, etc.). In the third stage, the researcher returns to the interview subjects with a new set of questions that would seek to either affirm, modify, or discard the analytical themes derived from the initial categorization of the interview material. This process can then be repeated back and forth until a thoroughly grounded theory is ready to be proposed. At every stage of the research, the researchers are obliged to follow the emerging data by revising their conceptions as new material is gathered, contradictions accounted for, commonalities categorized, and themes re-examined with further interviews.\r\n\r\nOnce the preliminary work is done and the hypothesis defined, it is time for the next research steps: choosing a research methodology, conducting a study, and drawing conclusions. These research steps are discussed below.\r\n
      \r\n

      Making Connections: Classic Sociologists<\/h2>\r\n

      Harriet Martineau: The First Woman Sociologist?<\/h3>\r\n[caption id=\"attachment_548\" align=\"alignright\" width=\"241\"]\"""\"<\/a> Figure 2.8<\/strong> Harriet Martineau. Painting by Richard Evans (1834). (Photo courtesy of National Portrait Gallery, London\/ Wikimedia Commons.) Public Domain<\/a>[\/caption]\r\n\r\nAs was noted in Chapter 1. An Introduction to Sociology<\/a>, Harriet Martineau (1802\u20131876) was one of the first women sociologists in the 19th century. She was a British sociologist known at the time especially for her translation of August Comte's sociological works. Particularly innovative was her early work on sociological methodology, How to Observe Manners and Morals <\/i>(1838). <\/i>In this volume she developed the ground work for a systematic social-scientific approach to studying human behaviour. She recognized that the issues of the researcher-subject relationship would have to be addressed differently in a social science\u00a0<\/i>as opposed to a natural science.\r\n\r\nThe observer, or \u201ctraveler,\u201d as she put it, needed to respect three criteria to obtain valid research: impartiality, critique, and sympathy. The impartial observer could not allow herself to be \u201cperplexed or disgusted\u201d by foreign practices that she could not personally reconcile herself with. Yet at the same time she saw the goal of sociology to be the fair but critical<\/em> assessment of the moral status of a culture. In particular, the goal of sociology was to challenge forms of racial, sexual, or class domination in the name of autonomy: the right of every person to be a \u201cself-directing moral being.\u201d Finally, what distinguished the science of social observation from the natural sciences was that the researcher had to have unqualified sympathy for the subjects being studied (Lengermann & Niebrugge, 2007). This later became a central principle of Max Weber\u2019s interpretive sociology, although it is not clear whether Weber read Martineau\u2019s work.\r\n\r\nA large part of her research in the United States analyzed the situations of contradiction between stated public morality and actual moral practices. For example, she was fascinated with the way that the formal democratic right to free speech enabled slavery abolitionists to hold public meetings, but when the meetings were violently attacked by mobs, the abolitionists and not the mobs were accused of inciting the violence (Zeitlin, 1997). This emphasis on studying contradictions followed from the distinction she drew between morals<\/em> \u2014 society\u2019s collective ideas of permitted and forbidden behaviour \u2014 and manners<\/em> \u2014 the actual patterns of social action and association in society. As she realized the difficulty in getting an accurate representation of an entire society based on a limited number of interviews, she developed the idea that one could identify key \u201cThings\u201d experienced by all people \u2014 age, gender, illness, death, etc. \u2014 and examine how they were experienced differently by a sample of people from different walks of life (Lengermann & Niebrugge, 2007). Martineau\u2019s pioneering sociology, therefore, focused on surveying different attitudes toward \u201cThings,\u201d and studying the anomalies that emerged when manners toward them contradicted a society\u2019s formal morals.\r\n\r\n<\/div>\r\n

      Critical Research Strategies<\/h1>\r\nAs Karl Marx (1977 \/1845) said: \"The philosophers have only interpreted the world, in various ways; the point is to change it.\u201d Critical research strategies<\/strong> build on positivist and interpretive methodologies but bring the focus of research to the problems of social transformation and emancipation. Critical sociologists emphasize that the social world is not simply given or natural. It is the ongoing product of human actions and is therefore transformable. Domination and injustice are not inevitable. In this context, critical sociologists note that in a world characterized by extreme inequities and injustices, knowledge and ways of knowing can be caught up and implicated in power relations. \"In a socially unjust world, knowledge of the social that does not challenge injustice is likely to play a role in reproducing it\u201d (Carroll, 2004). Critical research strategies are therefore approaches that utilize positivist, interpretive, and critical methods to produce knowledge that maximizes the human potential for freedom and equality.\r\n\r\n[caption id=\"attachment_65\" align=\"alignleft\" width=\"238\"]\"\" Figure 2.9<\/strong> Paulo Freire (1921-1997). (Image courtesy of Slobodan Dimitrov\/Wikimedia Commons.) CC BY-SA 3.0<\/a><\/span>[\/caption]\r\n\r\nPaulo Freire's (1970) Pedagogy of the Oppressed\u00a0<\/em>is a key reference point for critical research. Working with the illiterate poor in North-Eastern Brazil in the 1940s and 1950s, Freire recognized that effective education and knowledge were not simply about<\/em> things, but were emancipatory practices themselves. Through the development of critical consciousness, people could understand the circumstances in which they were living and act effectively to change the conditions of oppression they experienced. This was the basis of critical pedagogy<\/strong>, an approach to teaching and learning based on fostering the agency of marginalized communities, and empowering learners to emancipate themselves from oppressive social structures.\r\n\r\nCarroll (2004) describes three types of critical research strategy: Oppositional<\/em> or activist strategies investigate and oppose visible structures and practices of domination by taking up the standpoint of the oppressed; Radical<\/em> strategies focus on analyzing deeper systematic bases of domination at the roots of societal structures; Subversive<\/em> strategies subvert or deconstruct received notions of reality\/identity and everyday, common sense binary oppositions (man\/woman, culture\/nature, self\/other, reason\/emotion, Black\/white, etc.), which opens the door to alternatives and new political spaces of contestation.\r\n\r\nOne contemporary application of critical research strategies is in the critique of colonial structures. Decolonization<\/strong>, or the process of dismantling colonial power structures, also involves a process of decolonizing knowledge and research methods. Eurocentric patterns of thinking are often embedded in the concepts and methods used in sociology and other disciplines. In the 19th century, for example, social hierarchies and evolutionary schemes were central to the understanding of Indigenous people in Canada as alternately \"savage\" and \"childlike,\" in need of suppressing, civilizing and assimilating. Decolonizing research \"means centering concerns and world views of non-Western individuals, and respectfully knowing and understanding theory and research from previously 'Other(ed)' perspectives\" (Thambinathan & Kinsella, 2021). Thambinathan & Kinsella (2021) outline four practices of decolonization:\r\n
        \r\n \t
      1. Exercising Critical Reflexivity:<\/em><\/strong> Critical reflexivity in research is about the researcher's awareness of their own methodological assumptions \u2014 what they<\/em> consider valid knowledge and proper ways of knowing \u2014 as well as of their social position (often as privileged outsiders) with respect to the research and the research subjects.<\/li>\r\n \t
      2. Reciprocity and Respect for Self-Determination: <\/em><\/strong>Research should be practiced as an ongoing collaboration with research subjects to establish collective ownership over the entire research process, and to make accountable the researchers to the research subjects.\r\n<\/em><\/li>\r\n \t
      3. Embracing Other(ed) Ways of Knowing:<\/strong>\u00a0<\/em> Research methods should be expanded to integrate traditional knowledge, theories and frameworks used by the research subjects.<\/li>\r\n \t
      4. \r\n

        Embodying a Transformative Praxis:<\/strong> <\/em>Along the lines of Freire's critical pedagogy, the goal of the research is to enable research subjects to transform the colonial conditions of their existence, to bring to light historically silenced voices, and to build capacities and agency in colonized peoples.<\/p>\r\n<\/li>\r\n<\/ol>\r\n

        Image Descriptions<\/h1>\r\n

        <\/a>Figure 2.5 Long Description:<\/strong> The Scientific Method has a series of steps which can form a repeating cycle.<\/p>\r\n\r\n

          \r\n \t
        1. Ask a question.<\/li>\r\n \t
        2. Research existing sources<\/li>\r\n \t
        3. Formulate a hypothesis.<\/li>\r\n \t
        4. Design and conduct a study<\/li>\r\n \t
        5. Draw conclusions.<\/li>\r\n \t
        6. Report results. [Return to Figure 2.5]<\/a><\/li>\r\n<\/ol>\r\n

          Media Attributions<\/h1>\r\n