The proliferation of Internet usage has motivated Internet researchers and practitioners to study possible gratifications underlying Internet use. Despite the fact that research examining Internet gratification is more than two decades old, no attempt has been made in the last decade to develop an instrument that has known reliability of scores and validity of inferences to examine the various Internet gratifications. To bridge this gap, the present study has estimated the reliability of scores and validity of inferences of a 27-item instrument, examining different Internet uses and gratification (U&G) among 1,914 adolescent Internet users. The development and validation process involved exploratory and confirmatory factor analyses, examination of convergent and discriminant validity, and other measures of construct validity and reliability. The factor analyses revealed a six-factor structure, representing six Internet gratifications, namely, information seeking, exposure, connection, coordination, entertainment, and social influence. This instrument exhibits excellent internal reliability. The practical and theoretical contributions of this instrument are also presented.

Allison, P. D. (2001). Missing data. Thousand Oaks, CA: Sage.
Google Scholar
American Educational Research Association, American Psychological Association, & National Council on Measurement in Education . (2014). Standards for educational and psychological testing. Washington, DC: American Educational Research Association.
Google Scholar
Anderson, J. C., Gerbing, D. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin, 103, 411-442.
Google Scholar | Crossref | ISI
Barclay, D. W., Higgins, C., Thompson, R. (1995). The partial least squares (PLS) approach to causal modeling: Personal computer adaptation and use as illustration. Technology Studies, 2, 285-309.
Google Scholar
Bartlett, M. S. (1954). A note on multiplying factors for various chi-square approximations. Journal of the Royal Statistical Society, 16, 296-298.
Google Scholar
Byrne, B. M. (2001). Structural equation modeling with AMOS. Mahwah, NJ: Lawrence Erlbaum.
Google Scholar
Campbell, D. T., Fiske, D. W. (1959). Convergent and discriminant validation by the multitrait-multimethod matrix. Psychological Bulletin, 56, 81-105.
Google Scholar | Crossref | Medline | ISI
Carmines, E. G., Zeller, R. A. (1979). Reliability and validity assessment. Newbury Park, CA: Sage.
Google Scholar | Crossref
Chin, W. (1998). Issues and opinion on structural equation modeling. MIS Quarterly, 22(1), vii-xvi.
Google Scholar | ISI
Cho, J., de Zúñiga, H., Rojas, H., Shah, D. (2003). Beyond access: The digital divide and Internet uses and gratifications. IT & Society, 1(4), 46-72.
Google Scholar
Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16, 297-334.
Google Scholar | Crossref
Cronbach, L. J., Meehl, E. P. (1955). Construct validity in psychological tests. Psychological Bulletin, 52, 281-302.
Google Scholar | Crossref | Medline | ISI
DeVellis, R. F. (2003). Scale development: Theory and applications. Thousand Oaks, CA: Sage.
Google Scholar
Diddi, A., LaRose, R. (2006). Getting hooked on news: Uses and gratifications and the formation of news habits among college students in an Internet environment. Journal of Broadcasting & Electronic Media, 50, 193-210.
Google Scholar | Crossref | ISI
Dimmick, J., Sikand, J., Patterson, S. (1994). The gratifications of the household telephone. Communication Research, 21, 641-661.
Google Scholar | SAGE Journals | ISI
Fagerlind, H., Kihlman, D. (2000). How do they use Internet? The use of Internet among youth in a gender perspective. Paper Presented at HTU.
Google Scholar
George, D., Mallery, P. (2003). SPSS for Windows step by step: A simple guide and reference, 11.0 update (4th ed.). Boston, MA: Allyn and Bacon.
Google Scholar
Grace-Farfaglia, P., Dekkers, A., Sundararajan, B., Peters, L., Park, S.-H. (2006). Multinational web uses and gratifications: Measuring the social impact of online community participation across national boundaries. Electronic Commerce Research, 6, 75-101.
Google Scholar | Crossref
Graham, J. M. (2006). Congeneric and (essentially) tau-equivalent estimates of score reliability: What they are and how to use them. Educational and Psychological Measurement, 66, 930-944.
Google Scholar | SAGE Journals | ISI
Hair, J. F., Anderson, R. E., Tatham, R. L., Black, W. C. (1998). Multivariate data analysis. London, England: Prentice Hall.
Google Scholar
Hair, J., Black, W., Babin, B., Anderson, R., Tatham, R. (2006). Multivariate data analysis (6th ed.). Upper Saddle River, NJ: Pearson Prentice Hall.
Google Scholar
Hayton, J. C., Allen, D. G., Scarpello, V. (2004). Factor retention decisions in exploratory factor analysis: A tutorial on parallel analysis. Organizational Research Methods, 7, 191-205.
Google Scholar | SAGE Journals | ISI
Henson, R. K., Roberts, J. K. (2006). Use of exploratory factor analysis in published research common errors and some comment on improved practice. Educational and Psychological Measurement, 66, 393-416.
Google Scholar | SAGE Journals | ISI
Hu, L. T., Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1-55.
Google Scholar | Crossref | ISI
Johnson, T. J., Kaye, B. K. (2003). Around the World Wide Web in 80 ways: How motives for going online are linked to Internet activities among politically interested Internet users. Social Science Computer Review, 21, 304-325.
Google Scholar | SAGE Journals | ISI
Kaiser, H. A. (1970). A second generation little Jiffy. Psychometrika, 35, 401-415.
Google Scholar | Crossref | ISI
Kaye, B. K. (1998). Uses and gratifications of the World Wide Web: From coach potato to Web potato. The New Jersey Journal of Communication, 6(1), 21-40.
Google Scholar | Crossref
Kaye, B. K., Johnson, T. J. (2002). Online and in the know: Uses and gratifications of the web for political information. Journal of Broadcasting & Electronic Media, 46, 54-71.
Google Scholar | Crossref | ISI
Kaye, B. K., Johnson, T. J. (2004). A Web for all reasons: Uses and gratifications of Internet resources for political information. Telematics and Informatics, 21, 197-223.
Google Scholar | Crossref
Kim, J., Haridakis, P. M. (2009). The role of internet user characteristics and motives in explaining three dimensions of internet addiction. Journal of Computer-Mediated Communication, 14, 988-1015.
Google Scholar | Crossref | ISI
Kline, R. B. (1998). Principles and practices of structural equation modeling. New York, NY: Guilford Press.
Google Scholar
Ko, H. (2000, August 9-12). Internet uses and gratifications: Understanding motivations for using the Internet. Paper presented at the 83rd annual meeting of the Association for Education in Journalism and Mass Communication, Phoenix, AZ.
Google Scholar
Korgaonkar, P., Wolin, L. (1999). A multivariate analysis of web usage. Journal of Advertising Research, 39, 53-68.
Google Scholar | ISI
Leontjev, A. N. (1978). Activity, consciousness, and personality. Englewood Cliffs, NJ: Prentice-Hall.
Google Scholar
Leung, L. (2001). Gratifications, chronic loneliness and Internet use. Asian Journal of Communication, 11, 96-119.
Google Scholar | Crossref
Leung, L. (2003). Impacts of net-generation attributes, seductive properties of the Internet, and gratifications-Obtained on Internet use. Telematics and Informatics, 20, 107-129.
Google Scholar | Crossref
Leung, L. (2004). Net-generation attributes and seductive properties of the Internet as predictors of online activities and Internet addiction. CyberPsychology & Behavior, 7, 333-348.
Google Scholar | Crossref | Medline
Leung, L. (2007). Unwillingness-to-communicate and college students’ motives in SMS mobile messaging. Telematics and Informatics, 24, 115-129.
Google Scholar | Crossref
Leung, L. (2009). User-generated content on the Internet: An examination of gratifications, civic engagement and psychological empowerment. New Media & Society, 11, 1327-1347.
Google Scholar | SAGE Journals | ISI
Leung, L. (2014). Predicting Internet risks: A longitudinal panel study of gratifications-sought, Internet addiction symptoms, and social media use among children and adolescents. Health Psychology and Behavioral Medicine, 2, 424-439.
Google Scholar | Crossref | Medline
Lin, C. (1999). Online service adoption likelihood. Journal of Advertising Research, 39, 79-89.
Google Scholar | ISI
Lo, O. W., Leung, L. (2009). Effects of gratification-opportunities and gratifications obtained on preferences of instant messaging and email among college students. Telematics and Informatics, 26, 156-166.
Google Scholar | Crossref
Malhotra, N. K. (2007). Marketing research an applied orientation (5th ed.). Pearson, NJ: Upper Saddle River.
Google Scholar
Markopoulos, P., Read, J. C., MacFarlane, S., Hoysniemi, J. (2008). Evaluating children’s interactive products: Principles and practices for interaction designers. Amsterdam, The Netherlands: Morgan Kaufmann.
Google Scholar
Molina, L. M., Montes, J. L., Ruiz-Moreno, A. (2007). Relationship between quality management practices and knowledge transfer. Journal of Operations Management, 25, 682-701.
Google Scholar | Crossref | ISI
Mulaik, S. A. (1987). A brief history of the philosophical foundations of exploratory factor analysis. Multivariate Behavioral Research, 22, 267-305.
Google Scholar | Crossref | Medline | ISI
Newton, P. E., Shaw, S. D. (2013). Standards for talking and thinking about validity. Psychological Methods, 18, 301-319.
Google Scholar | Crossref | Medline | ISI
Nunnally, J. C. (1978). Psychometric theory. New York, NY: McGraw-Hill.
Google Scholar
Nunnally, J. C., Bernstein, H. I. (1994). Psychometric theory (3rd ed.). New York, NY: McGraw-Hill.
Google Scholar
Papacharissi, Z., Rubin, A. (2000). Predictors of Internet use. Journal of Broadcasting & Electronic Media, 44, 175-195.
Google Scholar | Crossref | ISI
Park, N., Kerk, F. K., Valenzuela, S. (2009). Being immersed in social networking environment: Facebook groups, uses and gratifications, and social outcomes. CyberPsychology & Behavior, 12, 729-733.
Google Scholar | Crossref | Medline
Peterson, R. A., Kim, Y. (2013). On the relationship between coefficient alpha and composite reliability. Journal of Applied Psychology, 98, 194-198.
Google Scholar | Crossref | Medline | ISI
Piaget, J. (1970). Science of education and the psychology of the child. New York, NY: Orion Press.
Google Scholar
Pigott, T. D. (2001). A review of methods for missing data. Educational Research and Evaluation, 7, 353-383.
Google Scholar | Crossref
Pratarelli, M. E., Browne, B. L. (2002). Confirmatory factor analysis of Internet use and addiction. CyberPsychology & Behavior, 5, 53-64.
Google Scholar | Crossref | Medline
Raykov, T. (1998). Coefficient alpha and composite reliability with interrelated nonhomogeneous items. Applied Psychological Measurement, 22, 375-385.
Google Scholar | SAGE Journals | ISI
Roy, S. K. (2009). Internet uses and gratifications: A survey in the Indian context. Computers in Human Behavior, 25, 878-886.
Google Scholar | Crossref | ISI
Rubin, A. M. (1983). Television uses and gratifications: The interactions of viewing patterns and motivations. Journal of Broadcasting, 27, 37-51.
Google Scholar | Crossref | ISI
Schafer, J. L., Graham, J. W. (2002). Missing data: Our view of the state of the art. Psychological Methods, 7, 147-177.
Google Scholar | Crossref | Medline | ISI
Severin, W. J., Taknard, W. J. (1997). Communication theories origins, methods, and uses in the mass media (4th ed.). White Plains, NY: Longman.
Google Scholar
Shao, G. (2009). Understanding the appeal of user-generated media: A uses and gratification perspective. Internet Research: Electronic Networking Applications and Policy, 19, 7-25.
Google Scholar | Crossref | ISI
Song, I., Larose, R., Eastin, S. M., Lin, A. C. (2004). Internet gratifications and Internet addiction: On the uses and abuses of new media. CyberPsychology & Behavior, 7, 384-394.
Google Scholar | Crossref | Medline
Stafford, T. F., Stafford, M. R., Schkade, L. L. (2004). Determining uses and gratifications for the Internet. Decision Sciences, 35, 259-288.
Google Scholar | Crossref | ISI
Tavakol, M., Dennick, R. (2011). Making sense of Cronbach’s alpha. International Journal of Medical Education, 2, 53-55.
Google Scholar | Crossref | Medline
Thurlow, C. (2002). Generation Txt? Exposing the sociolinguistics of young people’s text messaging. Retrieved from http://extra.shu.ac.uk/daol/articles/open/2002/003/thurlow2002003-01.html
Google Scholar
Timmerman, M. E., Lorenzo-Seva, U. (2011). Dimensionality assessment of ordered polytomous items with parallel analysis. Psychological Methods, 16, 209-220.
Google Scholar | Crossref | Medline | ISI
Turner, N. E. (1998). The effect of common variance and structure pattern on random data eigenvalues: Implications for the accuracy of parallel analysis. Educational and Psychological Measurement, 58, 541-568.
Google Scholar | SAGE Journals | ISI
Werts, C. E., Linn, R. L., Jöreskog, K. G. (1974). Interclass reliability estimates: Testing structural assumptions. Educational and Psychological Measurement, 34, 25-33.
Google Scholar | SAGE Journals | ISI
Young, K. S. (1998). Caught in the net: How to recognize the signs of internet addiction—And a winning strategy for recovery. New York, NY: John Wiley.
Google Scholar
Zinbarg, R. E., Revelle, W., Yovel, I., Li, W. (2005). Cronbach’s a, Revelle’s b, and Mcdonald’s vH: Their relations with each other and two alternative conceptualizations of reliability. Psychometrika, 70, 123-133.
Google Scholar | Crossref | ISI
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