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A Structural Equation Model of Religiosities Effect on Mass Media Use and Civic Participation Greg G. Armfield University of Missouri – Columbia
Paper submitted to the Annual meeting of the Association for Education in Journalism and Mass Communication (AEJMC) in Kansas City, MO, July 30 – August 2, 2003. All correspondence should be directed to 115 Switzler Hall, Columbia, MO 65211, [log in to unmask], Voicemail:(573) 882-6486 ext.8. A Structural Equation Model of Religiosities Effect on Mass Media Use and Civic Participation
Abstract This research looks at the relationship of mass media, religion, and secularization theory with regard to civic participation. A structural equation model was created and successfully tested to test the structural interactions of religion, secularism, and mass media in relation to civic participation. Findings show current mass media use by religious individuals is driven by secularization theory (Buddenbaum, 1986; Buddenbaum & Stout 1996). Findings also lead the author to believe that secularization and religiosity may not be viewed on a continuum as previously believed (see Martin, 1965; Shiner, 1967).
A Structural Equation Model of Religiosities Effect on Mass Media Use and Civic Participation
The Internet continues to emerge as a significant communication technology with a vast number of opportunities for scholars to understand the impact of technology on human behavior through communication sciences (Jackson, 1997). Recent empirical work in this area has looked at the needs gratified through the use of new media (Flanagin & Metzger, 2001) and calls have been made to further our understanding of this new media (Ruggiero, 2000). Current work has looked at Internet use and sociability among such variables as education, income level, and age (Nie, 2001). However, research on religion and mass media continues to be under investigated while the Internet receives even less attention (Buddenbaum & Stout, 1996; Hoover, 1997; Hoover & Venturelli, 1996). Previous research has shown religion to be a potential significant predictor for television use (Hamilton & Rubin, 1992; Jackson-Beeck & Sobel, 1980; Tankard & Harris, 1980), magazine use (Al-Olayan & Karande, 2000; Swatos, 1988), newspaper use (Buddenbaum, 1986; Buddenbaum & Stout, 1996; Sobal & Jackson-Beeck, 1981; Westley & Severin, 1964a), and radio use (Westley & Severin, 1964b). However, to date there has been little (Armfield & Holbert, in press) research that takes into account the relationship religion plays on Internet use. This study seeks to further the understanding of potential influences affecting Internet use and further gain a definite understanding of what factors lead individuals to use this new form of communication. In addition to analyzing the relationship of religion on Internet and television use, this research also seeks to further understand the role of secularism (Buddenbaum & Stout, 1996) in the use of mass media. Secularization theory is identified as a dominant paradigm for the study of mass media and religion (Buddenbaum, 1986; Buddenbaum & Stout, 1996). Secularization theory states a strong conservative/religious lifestyle has been under attack from an increasingly more secularist society, and all forms of mass media are theorized to reflect this movement toward a vast secularization of society resulting in a strong negative relationship of religion and mass media. This argument is similar to that of uses and gratification theory, which states individuals turn to media to reinforce pre-existing norms or values while shying away from media outlets that tend not to reinforce their values. A secondary analysis of 1997-1998 DDB-Chicago national survey data (N = 6812) obtained from Robert Putnam's social capital Web site (http://www.bowlingalone.com/data.php3) was performed for this study. First, the zero order relationship between religiosity, Internet use, television use, secularism, and civic participation was analyzed via OLS regression. Second, a latent composite structural equation model was generated using LISREL 8.50 to assess the true structural relationship between the above endogenous variables. Literature Review Religion and Mass Media Research in the area of mass media and religion can be divided into three distinct categories: studies on effect, content, and use (Buddenbaum & Stout, 1996). Effect studies are conducted with respect to individual level religious views on media use and the incorporation of religious messages in the media. Studies of media coverage and the persuasiveness of media to change attitudes find negative news coverage, such as the PTL scandal, can reduce support for religion (Abelman, 1991). Additionally, the effects of media when covering religious crusades found factors such as a persons religious commitment, motive for attending the crusade, and preexisting beliefs are more likely to predict a persons actions than the media's coverage of the actual event itself (Swatos, 1991). Effects. Religious organizations have long been trying to effect the consumption of mass media by denouncing the mass media and professing certain television programs have a direct receding effect on wholesome religious values. The first of many denouncements of the mass media by religious institutions began with the Protestant and Catholic Churches during the 19th century. The churches proclaimed that novels should be considered with the likes of alcohol and tobacco claiming they had a diminishing effect on Christian values (Douglas, 1988). More recently, public charges have been made by religious leaders (e.g. Jerry Falwell) to boycott television shows (e.g. Teletubbies) and movies that have perceived inappropriate sexual and violent content (Linn, & Poussaint, 1999). While some religious leaders criticize mass media and proclaim the mass media has a diminishing effect on societal values, Jorstad (1993) argues that modern day evangelists have shaped their communicative messages in an attempt to form to the specific characteristics of television. While few studies have looked directly at the effects of mass media on religious beliefs, studies that do exist focus on the persuasive abilities of media coverage to alter existing individual level religious beliefs (Buddenbaum & Stout, 1996). Of the studies that do exist, (Abelman, 1991) found negative news coverage of religious issues and organizations (i.e. the PTL scandal) can reduce public support of religion. However, studies looking at the level of pre-existing religious beliefs are stronger than any form of media effects (Swatos, 1991). In short, little empirical evidence exists to support a direct effect of traditional media use to alter pre-existing religious beliefs or activities. Content. Various conservative religious leaders and organizations have long linked society's receding Christian values to the consumption of mass media. Although these accusations lack empirical evidence, their arguments seem to focus on the secularist messages mass media broadcasts (see Newman, 1996). Recently, public calls have been made by religious leaders to boycott television shows and movies that contain "inappropriate" content {Linn, 1999 #1263}. In short, conservative religious beliefs are found to be negatively related to the viewing of programs with violent and/or sexual content (Hamilton & Rubin, 1992). Recent content analyses of newspapers reveal that coverage of religion is on the increase (Shepard, 1995). Religious stories are longer, broader in scope, and more issue oriented when compared to nonreligious stories (Buddenbaum, 1986). In addition, Hynds (1987) reports the coverage of religious issues in newspapers is growing in terms of quality and quantity. In fact, the Dallas Morning News has introduced a new religious section to expand their coverage of religious issues (Hynds, 1999). While newspapers continue to expand their content to reach an increasing audience of religious individuals, television channels, and news organizations are beginning to cover religion in weekly or daily segments (Shepard, 1995). This recent focus on religious programming and news coverage is not surprising when you consider the rapidly growing religious and faith based programming and networks. The Eternal World Network Channel (EWTN) an International Catholic Cable Channel, Z Music Television, and various independent religious based channels are expanding across cable systems and countries as a "religious boom" seems to be taking place (Katz, 1996). With the vast number of choices currently in media content, researchers in communication and sociology are focusing a majority of their studies of religion and mass media on media use. Use. Research on the relationship of different elements of religiosity (e.g. strength of religious belief, denominational affiliation, etc.) and various forms of traditional media use has revealed several findings. The findings discussed below are focused on four traditional forms of media research: television, radio, newspaper, and magazine. In looking at viewership, Tankard and Harris (1980) found heavy viewers of television report having a weaker relationship to religious preference and attended worship service less often when compared to nonviewers of television. These findings support that of Jackson-Beeck, (1977) and Jackson-Beeck and Sobel (1980), which show heavy television viewers are less likely to be involved in outside activities such as professional, academic, or church affiliated groups. In addition to television use, research has looked at the impact of religion on the use of specific types of television content. For example, Roberts (1983) found that members of the religious moral majority were more likely to watch religious programs than those who were ideologically liberal or a "cross-section group" between the moral majority and liberal group. Conservative religious beliefs are negatively linked to viewing sexually explicit and violent television shows, Hamilton and Rubin (1992) found religiosity affects churchgoers' motives for using television and their choice of programs with sexual and/or violent content. They found partial support for a mediating relationship between religion and television use. In short, conservative religious beliefs are negatively related to viewing of programs that are perceived to be morally offensive, violent, or overtly sexual in nature. There has been little work to date on the relationship between religion and individual-level patterns of radio use. Fathi and Heath (1974) found individuals who are closely aligned with a religious community (e.g., attend church and/or religious school) tend to prefer certain radio station formats (e.g., classical). More recently, works in this area have looked at specific sub-populations (e.g., African Americans, or senior citizens) to measure patterns of religious radio stations. Levin and Taylor (1998) found that increased severity of medical conditions was not linked to substituting radio programming for church attendance. Additional research has looked at the African-American community and religious radio programming, church attendance, church membership, and religiosity. In short, the study of radio use and religiosity is wide-ranging in terms of scope, and individual level religious beliefs. With respect to newspaper, Sobel and Jackson-Beeck (1981) found readers were more likely to attend church services than nonreaders. Furthermore, Finnegan and Viswanath (1988) found that those individuals who are members of a church are more likely to read a major daily newspaper and a local weekly newsletter. Finally, not surprisingly readers of church newspapers are more likely to attend worship services than nonreaders (Stamm & Weis, 1986). In short, church attendance is positively associated with higher levels of all types of newspaper use. Finally, a recent survey was conducted on members of the Associated Church Press and the Evangelical Press Association. These two groups are focused specifically on the production and distribution of religious based periodicals and magazines. Waters (2001) found readers of religious magazines are seen as being quite religious, with a large portion of these readers being clergy or missionaries. While this research does not reveal exactly who is reading these publications, it does provide some insight into what groups of individuals the providers of this material believe are reading their publications. Swatos (1988) provided a more reliable measure of religious magazine audiences revealing that a large number of conservative Christians read religious material. But, fascinatingly these individuals also read some other type of secular publication. In short, little is know about the audiences of religious periodicals and magazines or the magazine usage of religious individuals. Religion and Internet use. The relationship of religion and Internet use can be divided into the same three categories as the studies of traditional media. Recent work in media effects, content, and use are detailed below. Effects. Several arguments have been posited about possible effects of the Internet on individual or societal level attitudes on religious beliefs. Cobb (1998) argues the Internet/World Wide Web, "offers us a new palette on which to manifest the life-enhancing values that move us toward an ever greater richness of experience" (p. 233). Additionally, Zaleski (1997) speculates cyberspace creates a new environment, which can ultimately lead to a new spiritualism that will cut across the traditional religion-secularism continuum. Furthermore, Swatos and Christiano (2000) state, "the more one becomes aware of more and more religions competing in a marketplace like setting, the harder it becomes to assert that any one religion contains all truth and that others must be all wrong" (p. 13). Finally, the University of Pennsylvania's Annenburg School of Communication hosted prominent media scholars, media executives, and religious leaders for a discussion of the potential effects of emerging digital technologies on various aspects of religion. Conclusions were drawn that the Internet/World Wide Web may be influential in determining the future of individual and societal level religious practices (see Shayon & Cox, 1994). However, all of these assumptions are possible and logical predictions, this area of research is not yet empirical in nature. Content. Content-based studies in the area of religion and the Internet tend to investigate the types of religious information available on the Web. Specifically, Durusau (1998) provides a guide for Web sites devoted to the study of the Bible. Other researchers have provided summaries of the types of religious information disseminated on the Internet (e.g., Baker, 1997; Bunt, 2000; Gold, 1999; Zakar & Kaufmann, 1997). Horsfall (2000) has focused her research on strategies used by religious organizations via the message they are sending on their Web sites. Findings show that religious organizations believe the Web provides an information seeking function for individuals, and the sites attempt to provide guides that will assist information seekers to navigate through the volumes of information available on the Web. Use. Recently there has been some initial work in relation to religion and Internet use. Bedell (2000) used several non-random convenience samples from individuals who visited various religious Web sites and focus groups along the same line of research. Bedell (2000) found religious people are using the Web, they believe religious information is plentiful on the Web, and religious groups and individuals expect a great deal from this technology. In addition, ethnographic studies (e.g., Bainbridge, 2000; Howard, 2000) have been undertaken; Bainbridge (2000) reveals that religious individuals use digital technology for a variety of services (e.g.. prayer, specific religious information), and Howard (2000) finds individuals use the Internet for "negotiative rhetorical techniques" (p. 242). More recent work in the area of religiosity and Internet use (Holbert & Armfield, 2002) found religious individuals use the Internet less than individuals reporting a lower individual level of religiosity. However, they found an interaction exists between secularism and religion. Once individual level secularism was accounted for in high level regression, the relationship between Internet use and religiosity was not significant. In short, it is not religiosity that effects how individuals use the Internet, it is an individuals secularist beliefs (Holbert & Armfield, 2002). While these works provide some insight into how individuals, primarily those who are high in individual level religiosity, use religious Web sites, we cannot generalize to all individuals with regard to the influence of individual religious beliefs on Internet use. Furthermore, we can conclude there is a potential and important relationship between religion and media use however, that relationship is quite ambiguous at this point (Stout & Buddenbaum, 1996). What is needed is a large national sample of data to allow for an assessment of the relationship between religion and the Internet. This study seeks to fill that void with the use of a large national data set in order to address the following hypothesis: H1: The relationship between television use and religion is negative. Secularization Theory Overview. The general rationale driving the study of secularism is, "in the face of scientific rationality, religion's influence on all aspects of life – from personal habits to social institutions – is in dramatic decline" (Swatos & Christiano, 2000, p. 6). Specifically, traditional religious beliefs are increasingly being substituted for standards that are more secular and a new modern lifestyle that reflects these values. While this may sound like religion and secularization is on a continuum, secularization theory is not simply the opposite of traditional religious beliefs (Martin, 1978). In fact, secularization theory is extremely dense, diverse, and at times very difficult to conceptualize the true meaning of secularism (see Martin, 1965; Shiner, 1967). Moreover, Dobbelaere (1999) recognizes three levels of analysis within secularization that exist: Societal, organizational, and individual. Given this, this study seeks to improve the understanding of the relationship between religiosity and mass media use. This research will focus on the micro level analysis of secularization with two specific concepts being of particular interest to this line of research, individualization, and pluralism. Both are strongly linked to secularization theory and are outlined below. Individualization. With the "privatization" of religion, an increased sense of the individual being able to function outside the confines of his/her traditional teachings has evolved (Luckmann, 1967). The role of individualism within a larger community, which a church functions has been deeply debated, Bellah, Madsen, Sullivan, Swidler, and Tipton (1985) argue the church must function as a means by which an individual is allowed to express himself or herself. This is due largely to the fact that religious organizations are recognizing they function within a secularist environment that values individual freedoms. Moreover, Bellah et al. (1985) argue the church, and the community that it represents, must be chosen by the individual and that choice is the most important concept within individualization (see Beyer, 1990). In short, individualization means individuals have more freedom of choice in relation to how they choose to live their private lives. With this, greater individualization brings an understanding that others should be given this identical freedom. Pluralism. Another concept associated with secularization is pluralism or individual-level knowledge that many religious beliefs and faiths exist in the world. With this understanding comes the awareness that no one religion can truly claim to have the only pure understanding of God. In a secular world, one where many faiths exist and function along side each other, members of other religions are going to learn about other religious traditions over time. As Swatos and Cristiano (2000) state, "pluralism clearly creates a market-place of ideas where absolute claims for ultimacy are always at some degree of risk" (p. 14). As such, pluralism works in conjunction with individualization to create a secular environment that allows individuals to freely exchange ideas and beliefs about their faith with people of other faiths. People are given the freedom to base their personal lifestyle choices not only on the religious teaching of their church, but on the faith that best suits their individual worldview. Thus, those individuals can adhere to a more diverse or pluralistic environment, which affords more choice in constructing a faith of their own, or a faith that best suites their personal lives. Secularism and Mass Media Use. Buddenbaum and Stout (1996) provide an in depth overview and provocative argument in relation to religion and mass media use as outlined by secularization theory. They state, "Secularization theorists expect the relationship to be negative because mass media is considered to be part of modern, secular society" (p. 20). Furthermore, secularization theory not only argues that individual-level religiosity would be negatively related to all forms of mass media use, but stronger secularist attitudes should be positively associated with all form of mass media use. Based upon the basic assumptions underlined by secularization theory, its relationship to religiosity, and media use, the following two hypotheses are posited: H2: Religion is negatively related to secularist attitudes. H3: Secularist attitudes are positively related to Internet use. Civic Participation Additional research performed on religion and community integration (e.g. Janowitz, 1952; Merton, 1950) points to a link with those individuals who are more religious and attend church are more integrated and involved in their local communities (Stout & Buddenbaum, 1996). Westley and Severin (1964b) found support for religious individuals being more sociable and involved in their community. In addition, those individuals who use mass media less report higher levels of religiosity and involvement in social clubs or community activities (Tankard & Harris, 1980). In short, those who attend church are more integrated into the community than those who do not. However, media use has been found to foster civic participation (Stamm & Weis, 1986; Stamm, 1988) as those who subscribe to and use media outlets are more likely to integrate into and involve themselves into the community. Based on this research, this study will seek to understand the relationship of religiosity and civic participation with the following exploratory hypotheses: H4: Religiosity is positively related to civic participation. H5: Internet use is positively related to civic participation. H6: Television use is negatively related to civic participation. In addition, this research strives to understand the primary relationship of civic participation and secularism. RQ1: What is the relationship between secularism and civic participation? Methods Survey Data The data used for this study was collected by Market Facts and funded by DDB-Chicago, an international marketing communication company, and made available by Robert Putnam via his Web site (http://www.bowlingalone.com/data.php3). In an effort to achieve a balanced sample, a beginning sample of approximately 5,000 panelists is collected by Market Facts each year and adjusted within subcategories of race, gender, and marital status to compensate for expected differences in return rates. This data has just recently been made available for academic use (see Armfield & Holbert, in press; Shah, McLeod, & Yoon, 2001), and has proven to be a worthy sample of the American public (see Shah, McLeod, & Yoon, 2001). Although the DDB-Chicago data includes the years 1975 through 1998, this study only utilizes data collected for the two most recent years 1997 and 1998. The final samples collected for these years are as follows: 1997, N = 3,462, response rate = 69.2%; 1998, N = 3,350, response rate = 67.0%. All question wordings for the items used in this study are exact across the two years, and all variables were standardized and combined to create a single data set for the two years (N = 6,812). Measures First, a criterion variable for Internet use was created from an additive index consisting of three dichotomous measures. Respondents were asked each of the following questions, with possible responses being (Yes) or (No): Have you yourself used the Internet/World Wide Web in the last 12 months to participate in a chat room or online forum?; Have you yourself used the Internet/World Wide Web in the last 12 months to explore an interest or hobby?; Have you yourself used the Internet/World Wide Web in the last 12 months to send electronic mail? This index proved itself reliable (Chronbach's = .76). Second, a criterion variable for television use was created from an additive index consisting of two measures. Respondents reported the hours of weekday television use and hours of weekend television use. This index proved itself reliable (Chronbach's = .74). Religiosity is a two-item additive index consisting of a behavioral and an attitudinal component. Respondents were asked how many times they had "attended church or other place of worship" in the last 12 months, with possible responses ranging from (None) to (52+ times). The attitudinal component consists of responses to the following statement, "Religion is an important part of my life." Responses ranged from (definitely disagree) to (definitely agree). This index proved itself to be reliable (Chronbach's = .81). Secularism is a nine-item additive index operationalized to reflect the three broad areas of (a) individual-level perceptions of the world becoming more secular, (b) attitudes about the level of individual choice that should be afforded to people relative to the various stands taken by the church, and (c) a proclivity for pluralistic environments. Those surveyed were asked to respond to each of the following statements, with responses ranging from (definitely disagree) to (definitely agree); Everything is changing too fast today (reverse); I have somewhat old fashioned values (reverse); Couples should live together before getting married; I am in favor of legalizing same sex marriages; I am in favor of legalizing doctor-assisted suicide; I think the women's liberation movement is a good thing; I am interested in the cultures of other countries; I like to visit places that are totally different from my home; I would rather live in or near a big city than in a small town. The combination of these nine items represent an individual's general perceptions about a more secular world and their place within a changing environment, their beliefs about individuals making their own lifestyle choices relative to organized religions dogma, and a desire to be in diverse locations. These items form a reliable index (Chronbach's = .64). Civic participation is an additive index consisting of three-items. Respondents were asked how many times they had: Attended "a club meeting," "worked on a community project," or "did volunteer work." Possible responses ranged from (None) to (52+ times) for all three items. This item proved itself reliable (Chronbach's = .70). A series of single-item control variables were also included in this study: Age, income, sex, education, and political ideology. Each of these exogenous variables is though to have a potential affect on religion and/or Internet use. Age was measured in exact years. Income was measured along a continuum from (under $10,000) to ($100,000 or more). The education item asked for the highest level of schooling completed by the respondent, with possible responses ranging from (elementary school) to (post-graduate college education). Ideology was a single-item measure in response to the following; "Generally speaking, would you consider yourself to be…," with possible responses ranging from (very conservative) to (very liberal). Results The statistical theory underlying structural equation modeling is grounded in covariance structural analysis (Holbert & Stephenson, 2002) and a covariance matrice is the preferred technique for use with LISREL. The model (figure 1) data was input into LISREL 8.50 and a latent composite model was created. Insert figure one about here Each hypothesized path was left open within the model. Based upon previous research (Holbert & Armfield, 2002) the path between religion and Internet use was closed. In addition, paths were opened for all exogenous variables thought to be of significant findings based upon previous theoretical research (see Table 1). Insert table one about here Results In the original analysis of the data, an interaction between Religion and Secularism with relation to Internet use and television use was observed (see Holbert & Armfield, 2002). This is not surprising given the similarity that preliminary uses and gratifications research on digital communication (Angleman, 2000; Ruggiero, 2000) has shown. The path from religion and secularism was then converged to reflect the interaction before predicting the path between Internet use and television. The model was found to fit the data well. Although the 2 (13, N=6812) = 29.4 was significant, previous research has reported the 2 measure is problematic (Holbert & Stephenson, 2002). Solid fit statistics are found by examining the following: Comparative fit index (CFI) of 1.00, an incremental fit index (IFI) of 1.00, a root mean square error of approximation (RMSEA) of .015, and a Standardized RMR of .008. Exogenous variable paths are reported in Table 2. As anticipated age, income, sex, education level, and ideology are all significant predictors at many levels of religion, secularism, mass media use, and civic participation. All paths reported are significant and pruned of non-significant paths. Insert table 2 about here Religiosity and Television. Hypothesis one predicted the relationship between television use and religion would be negative. This hypothesis was supported ( = -.33, p < .05). There was a significant difference between religiosity of an individual and television use. Specifically, people high in religiosity are less likely to watch television, but the interaction is not significant. Secularism. Hypothesis two predicted the relationship between religion and secularism would be negative. This hypothesis was supported ( = -.36, p < .01). Individuals who reported higher levels of religiosity have a lower secularistic view toward society. Second, hypothesis three predicted the relationship between secularism and Internet use would be positive. This hypothesis was also supported ( = .06, p < .01). Individuals who have more secular views toward society are using the Internet more. Civic Participation. Hypothesis four predicted religiosity is positively related to civic participation. This hypothesis was supported ( = .10, p < .01). Individuals who report higher levels of religiosity are more involved and participate more often within their community. Hypothesis five predicted Internet use would be positively related to civic participation. This hypothesis was also supported ( = .08, p < .01). Individuals who use the Internet more often are also involved to higher levels within their community. Hypothesis six predicted television use would be negatively related to civic participation. This hypothesis was also supported ( = -.00, p < .01). Finally, the research question was looking to explore the relationship between secularism and civic participation. This path was significant ( = .06, p < .01). A positive relationship exists for individuals with high levels of secularistic views to be more involved within their community. Interaction. Post hoc analysis revealed that an interaction between individual level religiosity and secularistic views existed. This finding replicates in part previous findings by Holbert and Armfield (2002) that revealed when accounting for secularism at the individual level, religious individuals used the Internet less ( = -.02, p < .01) and the television more ( = .15, p < .05). What this reveals is that individuals who have a high secularistic view for society tend to use the Internet more then individuals with low secularistic beliefs. Holbert and Armfield (2002) found that after accounting for secularism at the individual level, the negative relationship between religiosity and Internet use was longer significant. In short, the more religious an individual is, the less secular his/her attitudes are and the more secular an individual is, the more likely they are to use the Internet (Holbert & Armfield, 2002). Discussion The five exogenous variables included in this research: Age, income, sex, education, and ideology had multiple significant relationships with the endogenous variables. A brief summary of Table two follows. The older an individual is the more religious and less secular they are. Older individuals use the Internet less and watch television more. As for civic participation, older individuals are very slightly more likely to be more active in their community. Lower income individuals were more likely to be religious while higher income individuals held more secular views towards society. In addition, higher income was also related to increased Internet use and decreased television use, while higher income individuals were more likely to be active in their community. This should not be surprising given the current debate surrounding the digital divide. Women were found to be both more religious and more secular than men, furthering the idea that religiosity and secularism are not on the same continuum. The findings in relation to sex and Internet use replicated previous findings by Jackson, Ervin, Gardner, & Schmitt (2001) who found men spend more time online than women. Lower educational levels were linked to higher television use, while higher education levels were positively related to individual level religiosity, secularism, Internet use, and civic participation. Finally, not surprisingly those individuals with a more liberal ideology were found to be less religious and more secular in their world views. There are several general patterns that emerge from this research with regard to religion, secularization, mass media use, and civic participation. Religious individuals were positively related to civic participation. In short, religious individuals are more involved, integrated, and active in their community than secularistic individuals. These findings support previous research of Tankard and Harris (1980) as well as Westley and Severin (1964b). Furthermore, secularism seems to drive the mass media use of religious individuals who were found to watch less television. As previous research (e.g. Stamm & Weis, 1986; Stamm, 1988) has supported, religious individuals use the Internet as a tool to integrate themselves into their local community and participate in their community. Focusing on the findings in relation to mass media, previous research has shown religious individuals watch less television (Hamilton & Rubin, 1992). While this research confirmed this finding, a previous finding of (Holbert & Armfield, 2002) was also confirmed in that religion does not alone account for a negative level of Internet use among religious individuals. In fact, individuals who ranked high in religiosity tend to use all forms of mass media less furthering Stout and Buddenbaum (1996) argument that mass media use among religious individuals is currently being driven by secularism theory. In fact, secularism accounts for many of the reasons why individuals are using the Internet. The Internet can provide a vast link to a more secular world, a world that many religious individuals may choose not to seek out, explore, or gain additional knowledge. Secularization theory posits that religion is negatively related to all forms of mass media use with the understanding that mass media typically reflects a anti-religious and increasingly secularist view of society (Swatos & Christiano, 2000). Mass media use and Internet use in particular, is currently driven by this model, as discussed by (Buddenbaum & Stout, 1996). While this does not mean that religious individuals are not using the Internet, it does support the conclusion that they are less likely than more secular individuals to use the Internet. The relationship between religiosity, secularism, television, and Internet use may alter over time as the Internet emerges as a more mainstream communication technology. For this reason, research in this realm should continue to strive for a broader understanding of how individual level religiosity and secularist attitudes affect the use of all forms of mass media over time. Future research needs to look at specific uses and gratification sought and obtained from religious individuals who use this new technology. While this research has made important steps toward understanding the relationship between mass media, religion, and secularization, it is important to point out that a stronger measure of religiosity should be used in future research. The scale used in this secondary analysis gets only to the attitudinal level of religiosity and pales in comparison to other religiosity scales (see Faulkner & DeJong, 1966). In addition, the scale for secularization is not a complete representation of the theory of secularization. Secularization theory is multi-level and to get at the complete function of the concept within mass communication and society a more representative scale should be developed. This specific avenue of research in relation to secularization theory needs to be furthered. The first step of this process should include a full explication of the theory (e.g., Chaffee, 1991). However, this is not a simple task given the volumes of literature written on this subject. Nonetheless, this task needs to be accomplished to further the line of research concerning mass media, religiosity, and secularization. While these two limitations have been recognized, it is important not to undermine the significance of this research and the findings in relation to secularization theory driving how religious individuals use mass media. While empirical research in the area of civic participation has shown a community integration approach to drive the level of Internet use with regard to civic-minded individuals (Shah, Kwak, & Holbert, 2001;Shah, McLeod, & Yoon, 2001) this does not seem to be the case for religious individuals. Bimber (1999) found many individuals use the Internet to interact with individuals who are outside of their immediate community and it is very much the possibility religious individuals are doing the same. Future research should remain focused on the study of these relationships in order to gain a broader understanding of how individual-level religiosity and secularism affects mass media use across time. One direction this research can take is to gain a deeper understanding of Internet use by linking uses and gratification theory (e.g., Palmgreen, 1984). Focusing on uses and gratifications theory will allow researchers to explore the motives and elements of a persons religiosity that leads them to seek out or shy away from mass media. Finally, as discussed earlier, it is important studies of this kind begin to measure secularism as a variable that is distinct from religiosity not simply embodied within the more established attitudinal and behavioral religion items.
Zakar, S. M., & Kaufmann, D. (1998). Judaism on-line: Confronting spirituality on the Internet. New York: Aronson. Zaleski, J. (1997). The soul of cyberspace: How new technology is changing our spiritual lives. San Francisco: HarperEdge.
Figure 1. Hypothesized Paths
Internet Use Religion
Civic Participation
Interaction
Television Use
Secularism
Table 1
Subscale 1 2 3 4 5 6 7 8 9 10 11
Participants (N = 6,812) 1. Age —
2. Income -.036** —
3. Sex -.008 -.094*** —
4. Education -.074*** .365*** -.022 —
5. Ideology -.092*** .060*** .029* .082*** —
6. Religiosity .138*** -.039** .180*** .069*** -.247*** —
7. Secularism -.193*** .175*** .021 .226*** .443*** -.393*** —
8. Interaction .024 -.016 -.025 -.063*** -.045*** .048*** -.058*** —
9. Int. Use -.257*** .223*** -.070*** .261*** .098*** -.089*** .208*** -.077*** —
10. TV Use .035** -.223*** .001 -.217*** .014 -.097*** -.033* .068*** .144*** —
11. Civic Participation .167*** .112*** .095*** .222*** -.001 .287*** -.011 -.011 .084*** -.122*** — *p < .05. **p < .01. ***p < .001
Table 2 Exogenous Variables on Endogenous Variables
Religion
Secularism
Interaction Internet Use Television Use Civic Participation
Participants (N = 6,812) Age .01*** -.01***
-.00*** .01** .00*** Income -.01*** .02**
.01*** -.10** .00*** Sex .35* .16*
-.04**
Education .09** .13** -.05** .04*** -.28* .02** Ideology -.24** .26** -.04**
*p < .05. **p < .01. ***p < .001
Figure 2. Significant Paths
Internet Use
Religion
.10 -.02
.08 Civic Participation Interaction
.06
.36 -.33 Television Use .15
.06 -.00 Secularism
.15
All paths shown are significant at the p < .05 level
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