Elsevier

Computers in Human Behavior

Volume 29, Issue 6, November 2013, Pages 2733-2743
Computers in Human Behavior

Exploring middle-aged and older adults’ sources of Internet self-efficacy: A case study

https://doi.org/10.1016/j.chb.2013.07.017Get rights and content

Highlights

  • Sharable or admirable vicarious experience is a source of Internet self-efficacy.

  • Persuasion from influential social networks is essential in Internet self-efficacy.

  • Older adults’ primary source may be emotional and physiological states.

  • Proactive personality may be another source that has been previously overlooked.

  • There may be reciprocal relationships among the five sources we proposed.

Abstract

The purpose of this study was to examine sources underlying middle aged and older adults’ Internet self-efficacy. Interview data were collected from a total of 24 middle aged and older adults to categorize and synthesize their sources of Internet self-efficacy. It was found that there are five sources, (1) successful performance accomplishments or experience using the Internet to fulfill basic and living needs, (2) vicarious admirable modeling by children, friends, and neighbors, (3) verbal or social persuasion by influential friends and family, (4) fear, bad memory, slow reactions, or a joyful state, and (5) a proactive personality. In addition, it was found that in addition to performance accomplishments, psychological and physiological states are another primary source of Internet self-efficacy for middle-aged and older adults. Our findings advance the Internet self-efficacy literature as they extend what is known about the previous four sources, and indicate that proactive personality may be another important source that has been previously overlooked. The five sources are likely to be related to each other, emphasizing dynamic and reciprocal relationships between performance accomplishments and emotional and physiological states, emotional state and proactive personality, as well as social persuasion and performance accomplishments.

Introduction

People have increasingly more chances to use the Internet for information searching and sharing to fulfill their job requirements nowadays, and research has shown that Internet self-efficacy is related to not only learning performance in Internet-based instruction, but also to preferences and strategies (Hill and Hannafin, 1997, Joo et al., 2000, Liang and Tsai, 2008, Tsai and Tsai, 2003). Researchers conducting studies related to Internet self-efficacy have defined it as the self-perceived confidence and expectation or the belief in one’s capabilities of performing various tasks on the Internet (Eastin and LaRose, 2000, Liang and Tsai, 2008, Tsai, 2012). The above-mentioned studies follow the fundamental definition of self-efficacy, which refers to an individual’s judgments of his/her capabilities to perform specified tasks successfully at the intended level (Bandura, 1977).

Research in practice has found that Internet self-efficacy is positively related to performance in web-based instruction and usage intention in older adults’ learning of ICT (e.g., Joo et al., 2000, Lam and Lee, 2007). Furthermore, the influence of Internet self-efficacy on other factors in related fields of study has been pointed out. For instance, Internet self-efficacy is found to be one of many factors that enhance or inhibit students’ motivation or attitude for web-based continuing learning (Liang and Wu, 2010, Liang et al., 2011). Moreover, Hill and Hannafin (1997) have shown that perceived self-efficacy in terms of using computer technologies in general and to search for information using electronic information systems in particular influences the strategies utilized in web-based learning. Further, research has found that Internet self-efficacy could foster better information searching strategies and learning outcomes in Internet-based environments (Tsai & Tsai, 2003) and identified it as a strong and positive effects on computer competence from an IT student perspective (Shih, 2006). Though past research has identified the important role of Internet self-efficacy and investigated its impact, relatively few studies have been conducted empirically from the theoretical perspectives of the initially proposed concept of self-efficacy specifically related to Internet usage (Tsai, Chuang, Liang, & Tsai, 2011).

The present study therefore aims at answering the following questions: What are the sources of Internet self-efficacy from middle-aged and older adults’ perspectives based upon the theoretical framework of the sources of self-efficacy hypothesized by Bandura, 1986, Bandura, 1997? What are the primary sources of Internet self-efficacy for middle-aged and older adults? This paper is organized as follow. The next section summarizes the state of knowledge about sources of Internet self-efficacy for middle-aged and older adults. The subsequent section discusses the methodology and data analysis. Assertions are shaped and presented in results and discussion next followed by two sections that discusses conclusions and implications consecutively for research and practice.

Section snippets

Literature review

According to Bandura, 1986, Bandura, 1997 assertion, mastery experience is the primary source of self-efficacy beliefs. Research has been studied on sources of self-efficacy from successful adults that are mathematics- and science- related and found inconsistent findings regarding participants’ primary source(s) of self-efficacy (e.g., Zeldin et al., 2008, Zeldin and Pajares, 2000). For example, Zeldin and Pajares (2000) found that the women used vicarious experience and social persuasion as

Participants and context of the study

A total of 24 middle-aged and older adults consisting of 3 males and 21 females with an average age of 58 volunteered to participate in this study. The age group cut-off line was set for middle-aged adults, aged from 45 to 64, while older adults were the participants aged 65 and over (McAuley, Bane, & Mihalko, 1995). The age of the participants in this study ranged from 45 to 69 years old. These middle-aged and older adults’ educational backgrounds ranged from elementary school to college.

Results and discussion

For these interviewees, the sources of Internet self-efficacy based on their answers demonstrated many common features of middle-aged and older adults in general. Assertions were shaped based on the qualitative features of the sources of Internet self-efficacy among the whole and the tendencies of each of the sources as in the following discussion. The categories analyzed and organized based on Bandura, 1986, Bandura, 1977 theoretical construct from the interviewees’ responses appeared to be

Conclusions

This study is intended to specify the sources of Internet self-efficacy and to test its theory-based construct. The assertions summarized and synthesized from the excerpts of the interviews with the middle-aged and older adults in this study support and refine the theoretical sources of Bandura, 1986, Bandura, 1997 to a certain extent. Bandura hypothesized the construct of self-efficacy beliefs consisting of four sources, and the construct explored in this study demonstrates similar sources.

Implications

Our study contributes to the growing body of self-efficacy work and extends it by specifying the sources of Internet self-efficacy for adults. Practically, middle-aged and older adults can benefit from training interventions that are designed to enhance their Internet self-efficacy. These interventions should focus on enabling middle-aged and older adults to progress in the time and manner best suited to them and allow them to judge themselves by their own standards or accomplishments. With

Acknowledgement

Funding of this research work was supported by the National Science Council, Taiwan, under Grant Numbers NSC 99-2511-S-011-008-MY3, NSC 99-2511-S-011-005-MY3 and NSC 101-2628-S-011-001-MY3.

References (54)

  • A. Bandura

    Self-efficacy: The exercise of control

    (1997)
  • A. Bandura

    Social cognitive theory: An agentic perspective

    Annual Review of Psychology

    (2001)
  • A. Bandura et al.

    Negative self-efficacy and goal effects revisited

    Journal of Applied Psychology

    (2003)
  • M. Bong et al.

    Academic self-concept and self-efficacy: How different are they really?

    Educational Psychology Review

    (2003)
  • D.J. Brett et al.

    Teaching older adults to use computers: Recommendations based on cognitive aging research

    Educational Gerontology

    (1998)
  • S.L. Britner et al.

    Sources of science self-efficacy beliefs of middle school students

    Journal of Research in Science Teaching

    (2006)
  • D.J. Brown et al.

    Proactive personality and the successful job search: A field investigation with college graduates

    Journal of Applied Psychology

    (2006)
  • D.M. Caggiano et al.

    Aging and repetition priming for targets and distracters in a working memory task

    Aging, Neuropsychology, and Cognition

    (2006)
  • T. Canli et al.

    An fMRI study of personality influences on brain reactivity to emotional stimuli

    Behavioral Neuroscience

    (2001)
  • M.S. Eastin et al.

    Internet self-efficacy and the psychology of the digital divide

    Journal of Computer-Mediated Communication

    (2000)
  • A.D. Fisk et al.

    Designing for older adults: Principles and creative human factors

    (2004)
  • B. Gaver et al.

    Cultural probes

    ACM Interactions

    (1999)
  • M.E. Gist et al.

    Self-efficacy: A theoretical analysis of its determinants and malleability

    Academy of Management

    (1992)
  • T. Hemmings et al.

    Probing the probes

  • J.R. Hill et al.

    Cognitive strategies and learning from the World Wide Web

    Educational Technology Research and Development

    (1997)
  • D.L. Hogeboom et al.

    Internet use and social networking among middle-aged and older adults

    Educational Gerontology

    (2010)
  • W.A. IJsselsteijn et al.

    Digital game design for elderly users

  • View full text