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One of the factors influencing this improvement is the addition of force feedback to complement the visual feedback provided by traditional graphical user interfaces. However, the users of these systems performing tasks in isolated and safe environments are often inexperienced and occasional users. In addition, there is no common framework to assess the usability of these systems, due to the heterogeneity of applications and tasks, and therefore, there is a need for new usability assessment methods that are not domain specific. This study addresses this issue by proposing a measure of usability that includes five variables: user efficiency, user effectiveness, mental workload, perceived usefulness, and perceived ease of use. The empirical analysis shows that the integration of haptic feedback improves the usability of these systems for non-expert users, even though the differences are not statistically significant; further, the results suggest that mental workload is higher when haptic feedback is added. The analysis also reveals significant differences between participants depending on gender.<\/jats:p>","DOI":"10.1007\/s10209-023-01040-8","type":"journal-article","created":{"date-parts":[[2023,9,15]],"date-time":"2023-09-15T09:06:00Z","timestamp":1694768760000},"page":"1031-1049","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Measuring the impact of haptic feedback in collaborative robotic scenarios"],"prefix":"10.1007","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5909-1566","authenticated-orcid":false,"given":"Francisco J.","family":"Rodr\u00edguez-Sedano","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5881-7775","authenticated-orcid":false,"given":"Miguel \u00c1.","family":"Conde","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8400-7079","authenticated-orcid":false,"given":"Francisco J.","family":"Rodr\u00edguez-Lera","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0920-4005","authenticated-orcid":false,"given":"Juli\u00e1n","family":"Chaparro-Pel\u00e1ez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,9,15]]},"reference":[{"issue":"40","key":"1040_CR1","doi-asserted-by":"publisher","first-page":"5589","DOI":"10.1126\/scirobotics.abb5589","volume":"5","author":"G-Z Yang","year":"2020","unstructured":"Yang, G.-Z., Nelson, B.J., Murphy, R.R., Choset, H., Christensen, H., Collins, S.H., Dario, P., Goldberg, K., Ikuta, K., Jacobstein, N., Kragic, D., Taylor, R.H., Mc Nutt, M.: Combating covid-19th role of robotics in managing public health and infectious diseases. 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