{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T05:07:15Z","timestamp":1772514435912,"version":"3.50.1"},"reference-count":47,"publisher":"SAGE Publications","issue":"8","license":[{"start":{"date-parts":[[2025,2,3]],"date-time":"2025-02-03T00:00:00Z","timestamp":1738540800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"},{"start":{"date-parts":[[2025,2,3]],"date-time":"2025-02-03T00:00:00Z","timestamp":1738540800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"DOI":"10.13039\/501100003977","name":"Israel Science Foundation","doi-asserted-by":"publisher","award":["2019\/19"],"award-info":[{"award-number":["2019\/19"]}],"id":[{"id":"10.13039\/501100003977","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Tel Aviv University Center of AI and Data Science"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Hum Factors"],"published-print":{"date-parts":[[2025,8]]},"abstract":"<jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>The impact of the context in which automation is introduced to a decision-making system was analyzed theoretically and empirically.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Previous work dealt with causality and responsibility in human-automation systems without considering the effects of how the automation\u2019s role is presented to users.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>An existing analytical model for predicting the human contribution to outcomes was adapted to accommodate the context of automation. An aided signal detection experiment with 400 participants was conducted to assess the correspondence of observed behavior to model predictions.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>The context in which the automation\u2019s role is presented affected users\u2019 tendency to follow its advice. When automation made decisions, and users only supervised it, they tended to contribute less to the outcome than in systems where the automation had an advisory capacity. The adapted theoretical model for human contribution was generally aligned with participants\u2019 behavior.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>The specific way automation is integrated into a system affects its use and the perceptions of user involvement, possibly altering overall system performance.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Application<\/jats:title>\n                    <jats:p>The research can help design systems with automation-assisted decision-making and provide information on regulatory requirements and operational processes for such systems.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1177\/00187208251317470","type":"journal-article","created":{"date-parts":[[2025,2,3]],"date-time":"2025-02-03T16:53:46Z","timestamp":1738601626000},"page":"795-808","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":2,"title":["Context-Based Human Influence and Causal Responsibility for Assisted Decision-Making"],"prefix":"10.1177","volume":"67","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0941-8932","authenticated-orcid":false,"given":"Yossef","family":"Saad","sequence":"first","affiliation":[{"name":"Tel Aviv University"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1801-9987","authenticated-orcid":false,"given":"Joachim","family":"Meyer","sequence":"additional","affiliation":[{"name":"Tel Aviv University"}]}],"member":"179","published-online":{"date-parts":[[2025,2,3]]},"reference":[{"key":"e_1_3_4_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/s43154-020-00024-3"},{"key":"e_1_3_4_3_1","doi-asserted-by":"publisher","DOI":"10.1177\/0018720817700258"},{"key":"e_1_3_4_4_1","volume-title":"Human-centered aviation automation: Principles and guidelines (tech. rep.)","author":"Billings C. 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