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A Novel Instrument for Measuring Older People’s Attitudes Toward Technology (TechPH): Development and Validation
BACKGROUND: The use of health technology by older people is coming increasingly in focus with the demographic changes. Health information technology is generally perceived as an important factor in enabling increased quality of life and reducing the cost of care for this group. Age-appropriate desig...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6552448/ https://www.ncbi.nlm.nih.gov/pubmed/31124467 http://dx.doi.org/10.2196/13951 |
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author | Anderberg, Peter Eivazzadeh, Shahryar Berglund, Johan Sanmartin |
author_facet | Anderberg, Peter Eivazzadeh, Shahryar Berglund, Johan Sanmartin |
author_sort | Anderberg, Peter |
collection | PubMed |
description | BACKGROUND: The use of health technology by older people is coming increasingly in focus with the demographic changes. Health information technology is generally perceived as an important factor in enabling increased quality of life and reducing the cost of care for this group. Age-appropriate design and facilitation of technology adoption are important to ensure functionality and removal of various barriers to usage. Development of assessment tools and instruments for evaluating older persons’ technology adoption and usage as well as measuring the effects of the interventions are of high priority. Both usability and acceptance of a specific technology or service are important factors in evaluating the impact of a health information technology intervention. Psychometric measures are seldom included in evaluations of health technology. However, basic attitudes and sentiments toward technology (eg, technophilia) could be argued to influence both the level of satisfaction with the technology itself as well as the perception of the health intervention outcome. OBJECTIVE: The purpose of this study is to develop a reduced and refined instrument for measuring older people's attitudes and enthusiasm for technology based on relevant existing instruments for measuring technophilia. A requirement of the new instrument is that it should be short and simple to make it usable for evaluation of health technology for older people. METHODS: Initial items for the TechPH questionnaire were drawn from a content analysis of relevant existing technophilia measure instruments. An exploratory factor analysis was conducted in a random selection of persons aged 65 years or older (N=374) on eight initial items. The scale was reduced to six items, and the internal consistency and reliability of the scale were examined. Further validation was made by a confirmatory factor analysis (CFA). RESULTS: The exploratory factor analysis resulted in two factors. These factors were analyzed and labeled techEnthusiasm and techAnxiety. They demonstrated relatively good internal consistency (Cronbach alpha=.72 and .68, respectively). The factors were confirmed in the CFA and showed good model fit (χ(2)(8)=21.2, χ(2)/df=2.65, comparative fit index=0.97, adjusted goodness-of-fit index=0.95, root mean square error of approximation=0.067, standardized root mean square residual=0.036). CONCLUSIONS: The construed TechPH score showed expected relations to external real-world criteria, and the two factors showed interesting internal relations. Different technophilia personality traits distinguish clusters with different behaviors of adaptation as well as usage of new technology. Whether there is an independent association with the TechPH score against outcomes in health technology projects needs to be shown in further studies. The instrument must also be validated in different contexts, such as other countries. |
format | Online Article Text |
id | pubmed-6552448 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-65524482019-06-19 A Novel Instrument for Measuring Older People’s Attitudes Toward Technology (TechPH): Development and Validation Anderberg, Peter Eivazzadeh, Shahryar Berglund, Johan Sanmartin J Med Internet Res Original Paper BACKGROUND: The use of health technology by older people is coming increasingly in focus with the demographic changes. Health information technology is generally perceived as an important factor in enabling increased quality of life and reducing the cost of care for this group. Age-appropriate design and facilitation of technology adoption are important to ensure functionality and removal of various barriers to usage. Development of assessment tools and instruments for evaluating older persons’ technology adoption and usage as well as measuring the effects of the interventions are of high priority. Both usability and acceptance of a specific technology or service are important factors in evaluating the impact of a health information technology intervention. Psychometric measures are seldom included in evaluations of health technology. However, basic attitudes and sentiments toward technology (eg, technophilia) could be argued to influence both the level of satisfaction with the technology itself as well as the perception of the health intervention outcome. OBJECTIVE: The purpose of this study is to develop a reduced and refined instrument for measuring older people's attitudes and enthusiasm for technology based on relevant existing instruments for measuring technophilia. A requirement of the new instrument is that it should be short and simple to make it usable for evaluation of health technology for older people. METHODS: Initial items for the TechPH questionnaire were drawn from a content analysis of relevant existing technophilia measure instruments. An exploratory factor analysis was conducted in a random selection of persons aged 65 years or older (N=374) on eight initial items. The scale was reduced to six items, and the internal consistency and reliability of the scale were examined. Further validation was made by a confirmatory factor analysis (CFA). RESULTS: The exploratory factor analysis resulted in two factors. These factors were analyzed and labeled techEnthusiasm and techAnxiety. They demonstrated relatively good internal consistency (Cronbach alpha=.72 and .68, respectively). The factors were confirmed in the CFA and showed good model fit (χ(2)(8)=21.2, χ(2)/df=2.65, comparative fit index=0.97, adjusted goodness-of-fit index=0.95, root mean square error of approximation=0.067, standardized root mean square residual=0.036). CONCLUSIONS: The construed TechPH score showed expected relations to external real-world criteria, and the two factors showed interesting internal relations. Different technophilia personality traits distinguish clusters with different behaviors of adaptation as well as usage of new technology. Whether there is an independent association with the TechPH score against outcomes in health technology projects needs to be shown in further studies. The instrument must also be validated in different contexts, such as other countries. JMIR Publications 2019-05-23 /pmc/articles/PMC6552448/ /pubmed/31124467 http://dx.doi.org/10.2196/13951 Text en ©Peter Anderberg, Shahryar Eivazzadeh, Johan Sanmartin Berglund. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 23.05.2019. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Anderberg, Peter Eivazzadeh, Shahryar Berglund, Johan Sanmartin A Novel Instrument for Measuring Older People’s Attitudes Toward Technology (TechPH): Development and Validation |
title | A Novel Instrument for Measuring Older People’s Attitudes Toward Technology (TechPH): Development and Validation |
title_full | A Novel Instrument for Measuring Older People’s Attitudes Toward Technology (TechPH): Development and Validation |
title_fullStr | A Novel Instrument for Measuring Older People’s Attitudes Toward Technology (TechPH): Development and Validation |
title_full_unstemmed | A Novel Instrument for Measuring Older People’s Attitudes Toward Technology (TechPH): Development and Validation |
title_short | A Novel Instrument for Measuring Older People’s Attitudes Toward Technology (TechPH): Development and Validation |
title_sort | novel instrument for measuring older people’s attitudes toward technology (techph): development and validation |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6552448/ https://www.ncbi.nlm.nih.gov/pubmed/31124467 http://dx.doi.org/10.2196/13951 |
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