Thinking and Modeling at Multiple Levels: the Potential Contribution of Multilevel Modeling to Communication Theory and Research

In this introduction to the special issue on applications of multilevel modeling (MLM) to communication research, we provide a conceptual overview of the benefits of MLM-the ability to simultaneously analyze data collected at multiple levels, the ease with which it can be used to assess trends and change over time, and its incorporation of the nested structure of data in the estimation process. We highlight ways in which MLM can be used to further theory and research in communication. In addition, we comment on the applications of MLM highlighted in this special issue and echo past calls for more multilevel theorizing and analysis in the field of communication.

[1]  M. Slater,et al.  Effects of alcohol advertising exposure on drinking among youth. , 2006, Archives of pediatrics & adolescent medicine.

[2]  Auguste Comte Auguste Comte and Positivism: The Essential Writings , 1975 .

[3]  D. Jacobs,et al.  PARAMETERS TO AID IN THE DESIGN AND ANALYSIS OF COMMUNITY TRIALS: INTRACLASS CORRELATIONS FROM THE MINNESOTA HEART HEALTH PROGRAM , 1994, Epidemiology.

[4]  Heinz Eulau,et al.  Multilevel Methods in Comparative Politics , 1977 .

[5]  Sally Jackson,et al.  GENERALIZING ABOUT MESSAGES: SUGGESTIONS FOR DESIGN AND ANALYSIS OF EXPERIMENTS , 1983 .

[6]  Jack M. McLeod,et al.  Multilevel Analysis in Mass Communication Research , 1991 .

[7]  Of Matters Micro and Macro , 1991 .

[8]  Politics, Self, and Society: A Theme and Variations , 1988 .

[9]  Randall C. Swaim,et al.  Violent Media Content and Aggressiveness in Adolescents , 2003, Commun. Res..

[10]  Dhavan V. Shah,et al.  Local News, Social Integration, and Community Participation: Hierarchical Linear Modeling of Contextual and Cross-Level Effects , 2005 .

[11]  Anthony S. Bryk,et al.  Hierarchical Linear Models: Applications and Data Analysis Methods , 1992 .

[12]  Jan de Leeuw,et al.  Introducing Multilevel Modeling , 1998 .

[13]  V. Price,et al.  Cross-Level Challenges for Communication Research , 1991 .

[14]  Charles R. Berger,et al.  The handbook of communication science , 1987 .

[15]  Morris Janowitz,et al.  The community press in an urban setting : the social elements of urbanism , 1967 .

[16]  W. S. Robinson Ecological correlations and the behavior of individuals. , 1950, International journal of epidemiology.

[17]  J. Turow The Challenge of Inference in Interinstitutional Research on Mass Communication , 1991 .

[18]  J. Turow Media industries : the production of news and entertainment , 1984 .

[19]  Jacob Cohen,et al.  Applied multiple regression/correlation analysis for the behavioral sciences , 1979 .

[20]  Randall C. Swaim,et al.  Vulnerable Teens, Vulnerable Times , 2004, Commun. Res..

[21]  David K. Berlo,et al.  The Process Of Communication , 1960 .