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The future of breast cancer screening: what do participants in a breast cancer screening program think about automation using artificial intelligence?
BACKGROUND: If screening participants do not trust computerized decision-making, screening participation may be affected by the introduction of such methods. PURPOSE: To survey breast cancer screening participants’ attitudes towards potential future uses of computerization. MATERIAL AND METHODS: A s...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6901736/ https://www.ncbi.nlm.nih.gov/pubmed/31839989 http://dx.doi.org/10.1177/2058460119880315 |
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author | Jonmarker, Olof Strand, Fredrik Brandberg, Yvonne Lindholm, Peter |
author_facet | Jonmarker, Olof Strand, Fredrik Brandberg, Yvonne Lindholm, Peter |
author_sort | Jonmarker, Olof |
collection | PubMed |
description | BACKGROUND: If screening participants do not trust computerized decision-making, screening participation may be affected by the introduction of such methods. PURPOSE: To survey breast cancer screening participants’ attitudes towards potential future uses of computerization. MATERIAL AND METHODS: A survey was constructed. Women in a breast cancer screening program were invited via the final report letter to participate. Data were collected from February 2018 to March 2019 and 2196 surveys were completed. Questions asked participants to rate propositions using Likert scales. Data analysis was done using χ(2) and logistic regression tests. RESULTS: The mean age of participants was 61 years. Response rate was 1.3%. Of the submitted surveys, 97.5% were complete; 38% of respondents reported a preference for a computer-only examination. The highest level of confidence was given a computer-only reading followed by a physician reading. Participants with > 12 years of education were more likely to prefer a computer-only reading (odds ratio [OR] 1.655, 95% confidence interval [CI] 1.168–2.344), had a greater trust in letting a computer determine screening intervals and the need for a supplemental MRI (OR 1.606, 95% CI 1.171–2.202 and OR 1.577, 95% CI 1.107–2.247, respectively). Age was not found to be a significant predictor. CONCLUSION: A high level of trust in computerized decision-making was expressed. Higher age was associated with a lower understanding of technology but did not affect attitudes to computerized decision-making. A lower level of education was associated with a lower trust in computerization. This may be valuable knowledge for future studies. |
format | Online Article Text |
id | pubmed-6901736 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-69017362019-12-13 The future of breast cancer screening: what do participants in a breast cancer screening program think about automation using artificial intelligence? Jonmarker, Olof Strand, Fredrik Brandberg, Yvonne Lindholm, Peter Acta Radiol Open Research BACKGROUND: If screening participants do not trust computerized decision-making, screening participation may be affected by the introduction of such methods. PURPOSE: To survey breast cancer screening participants’ attitudes towards potential future uses of computerization. MATERIAL AND METHODS: A survey was constructed. Women in a breast cancer screening program were invited via the final report letter to participate. Data were collected from February 2018 to March 2019 and 2196 surveys were completed. Questions asked participants to rate propositions using Likert scales. Data analysis was done using χ(2) and logistic regression tests. RESULTS: The mean age of participants was 61 years. Response rate was 1.3%. Of the submitted surveys, 97.5% were complete; 38% of respondents reported a preference for a computer-only examination. The highest level of confidence was given a computer-only reading followed by a physician reading. Participants with > 12 years of education were more likely to prefer a computer-only reading (odds ratio [OR] 1.655, 95% confidence interval [CI] 1.168–2.344), had a greater trust in letting a computer determine screening intervals and the need for a supplemental MRI (OR 1.606, 95% CI 1.171–2.202 and OR 1.577, 95% CI 1.107–2.247, respectively). Age was not found to be a significant predictor. CONCLUSION: A high level of trust in computerized decision-making was expressed. Higher age was associated with a lower understanding of technology but did not affect attitudes to computerized decision-making. A lower level of education was associated with a lower trust in computerization. This may be valuable knowledge for future studies. SAGE Publications 2019-12-04 /pmc/articles/PMC6901736/ /pubmed/31839989 http://dx.doi.org/10.1177/2058460119880315 Text en © The Foundation Acta Radiologica 2019 http://creativecommons.org/licenses/by-nc/4.0/ Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Research Jonmarker, Olof Strand, Fredrik Brandberg, Yvonne Lindholm, Peter The future of breast cancer screening: what do participants in a breast cancer screening program think about automation using artificial intelligence? |
title | The future of breast cancer screening: what do participants in a
breast cancer screening program think about automation using artificial
intelligence? |
title_full | The future of breast cancer screening: what do participants in a
breast cancer screening program think about automation using artificial
intelligence? |
title_fullStr | The future of breast cancer screening: what do participants in a
breast cancer screening program think about automation using artificial
intelligence? |
title_full_unstemmed | The future of breast cancer screening: what do participants in a
breast cancer screening program think about automation using artificial
intelligence? |
title_short | The future of breast cancer screening: what do participants in a
breast cancer screening program think about automation using artificial
intelligence? |
title_sort | future of breast cancer screening: what do participants in a
breast cancer screening program think about automation using artificial
intelligence? |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6901736/ https://www.ncbi.nlm.nih.gov/pubmed/31839989 http://dx.doi.org/10.1177/2058460119880315 |
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