A prospective observational study of machine translation software to overcome the challenge of including ethnic diversity in healthcare research

Journal article

Taylor, RM, Crichton, N, Moult, B and Gibson, F (2015). A prospective observational study of machine translation software to overcome the challenge of including ethnic diversity in healthcare research. Nursing Open. 2 (1), pp. 14-23. https://doi.org/10.1002/nop2.13
AuthorsTaylor, RM, Crichton, N, Moult, B and Gibson, F
Abstract

Aim

This study investigates whether machine translation could help with the challenge of enabling the inclusion of ethnic diversity in healthcare research.
Design

A two phase, prospective observational study.
Methods

Two machine translators, Google Translate and Babylon 9, were tested. Translation of the Strengths and Difficulties Questionnaire (SDQ) from 24 languages into English and translation of an English information sheet into Spanish and Chinese were quality scored. Quality was assessed using the Translation Assessment Quality Tool.
Results

Only six of the 48 translations of the SDQ were rated as acceptable, all from Google Translate. The mean number of acceptably translated sentences was higher (P = 0·001) for Google Translate 17·1 (sd 7·2) than for Babylon 9 11 (sd 7·9). Translation by Google Translate was better for Spanish and Chinese, although no score was in the acceptable range. Machine translation is not currently sufficiently accurate without editing to provide translation of materials for use in healthcare research.

KeywordsCommunication; consent; outcomes; translation
Year2015
JournalNursing Open
Journal citation2 (1), pp. 14-23
PublisherWiley
Digital Object Identifier (DOI)https://doi.org/10.1002/nop2.13
Publication dates
Print29 Jan 2015
Publication process dates
Deposited30 Nov 2017
Accepted29 Dec 2014
Accepted author manuscript
License
File Access Level
Open
Permalink -

https://openresearch.lsbu.ac.uk/item/87729

Download files

Accepted author manuscript
A prospective observational study of machine translation software to overcome the challenge of including ethnic diversity in healthcare research.pdf
License: CC BY 4.0
File access level: Open

  • 104
    total views
  • 155
    total downloads
  • 2
    views this month
  • 4
    downloads this month

Export as

Related outputs

Measurement properties of instruments to assess pain in children and adolescents with cancer: A systematic review protocol
Loeffen, EAH, Stinson, JN, Birnie, KA, Van Dijk, M, Kulkarni, K, Rijsdijk, M, Font-Gonzalez, A, Dupuis, LL, Van Dalen, EC, Mulder, RL, Campbell, F, Tissing, WJE, Van De Wetering, MD and Gibson, F (2019). Measurement properties of instruments to assess pain in children and adolescents with cancer: A systematic review protocol. Systematic Reviews. 8 (1), p. 33. https://doi.org/10.1186/s13643-019-0945-4
Understanding care when cure is not likely for young adults who face cancer: A realist analysis of data from patients, families and healthcare professionals
Kenten, C, Ngwenya, N, Gibson, F, Flatley, M, Jones, L, Pearce, S, Wong, G, Black, KM, Haig, S, Hough, R, Hurlow, A, Stirling, LC, Taylor, RM, Tookman, A and Whelan, J (2019). Understanding care when cure is not likely for young adults who face cancer: A realist analysis of data from patients, families and healthcare professionals. BMJ Open. 9 (1), p. e024397. https://doi.org/10.1136/bmjopen-2018-024397
Description of the BRIGHTLIGHT cohort: The evaluation of teenage and young adult cancer services in England
Taylor, RM, Fern, LA, Barber, J, Alvarez-Galvez, J, Feltbower, R, Morris, S, Hooker, L, McCabe, MG, Gibson, F, Raine, R, Stark, DP and Whelan, JS (2019). Description of the BRIGHTLIGHT cohort: The evaluation of teenage and young adult cancer services in England. BMJ Open. 9 (4), p. e027797. https://doi.org/10.1136/bmjopen-2018-027797
Reducing pain in children with cancer: Methodology for the development of a clinical practice guideline
Loeffen, EAH, Kremer, LCM, van de Wetering, MD, Mulder, RL, Font-Gonzalez, A, Dupuis, LL, Campbell, F, Tissing, WJE, Anghelescu, DL, Birnie, K, de Bont, J, Bredlau, AL, Cullen, P, Daniels, S, Dick, B, van Dijk, M, Dingeman, RS, Evan, E, Gegg, J, Gibson, F, van Grotel, M, Jibb, L, Kao, R, Knops, R, Kulkarni, K, Leroy, P, Liossi, C, Ljungman, G, McLean, J, Mensink, M, Michiels, E, Muckaden, MA, Newman, B, Positano, K, Rijsdijk, M, Rowe, E, Sangha, G, Stinson, J, Taddio, A, Taylor, H, Tutelman, P, Twycross, A, Wijnen, M and Zeltzer, L (2019). Reducing pain in children with cancer: Methodology for the development of a clinical practice guideline. Pediatric Blood and Cancer. 66 (6), p. e27698. https://doi.org/10.1002/pbc.27698
Learning disability nurse provision in children's hospitals: Hospital staff perceptions of whether it makes a difference
Oulton, K, Wray, J, Hassiotis, A, Kenten, C, Russell, J, Tuffrey-Wijne, I, Whiting, M and Gibson, F (2019). Learning disability nurse provision in children's hospitals: Hospital staff perceptions of whether it makes a difference. BMC Pediatrics. 19 (192). https://doi.org/10.1186/s12887-019-1547-y
"LEARN"ing what is important to children and young people with intellectual disabilities when they are in hospital
Oulton, K, Sell, D and Gibson, F (2018). "LEARN"ing what is important to children and young people with intellectual disabilities when they are in hospital. Journal of Applied Research in Intellectual Disabilities. 31, pp. 792-803. https://doi.org/10.1111/jar.12433
Diagnostic timeliness in adolescents and young adults with cancer: a cross-sectional analysis of the BRIGHTLIGHT cohort
Herbert, A, Lyratzopoulos, G, Whelan, J, Taylor, RM, Barber, J, Gibson, F and Fern, LA (2018). Diagnostic timeliness in adolescents and young adults with cancer: a cross-sectional analysis of the BRIGHTLIGHT cohort. The Lancet Child & Adolescent Health. 2 (3), pp. 180-190. https://doi.org/10.1016/S2352-4642(18)30004-X
Mapping staff perspectives towards the delivery of hospital care for children and young people with and without learning disabilities in England: a mixed methods national study.
Oulton, K, Gibson, F, Carr, L, Hassiotis, A, Jewitt, C, Kenten, C, Russell, J, Whiting, M, Tuffrey-Wijne, I and Wray, J (2018). Mapping staff perspectives towards the delivery of hospital care for children and young people with and without learning disabilities in England: a mixed methods national study. BMC Health Services Research. 18 (1), p. 203. https://doi.org/10.1186/s12913-018-2970-8
Facilitating Implementation of Research Evidence (FIRE): an international cluster randomised controlled trial to evaluate two models of facilitation informed by the Promoting Action in Research Implementation in Health Services (PARIHS) framework.
Crichton, N, Seers, K, Rycroft-Malone, J, Edwards, RT, Eldh, AC, Estabrooks, C, Harvey, G, Hawkes, C, Jones, C, Kitson, A, McCormack, B, McCullan, C, Mockford, C, Niessen, T, Slater, P, Titchen, A, van der Zijpp, T and Wallin, L (2018). Facilitating Implementation of Research Evidence (FIRE): an international cluster randomised controlled trial to evaluate two models of facilitation informed by the Promoting Action in Research Implementation in Health Services (PARIHS) framework. Implementation Science. 13 (1). https://doi.org/10.1186/s13012-018-0831-9
A realist process evaluation within the Facilitating Implementation of Research Evidence (FIRE) cluster randomised controlled international trial: an exemplar
Crichton, N, Rycroft-Malone, J, Seers, K, Eldh, AC, Karen, C, Harvey, G, Hawkes, C, Kitson, A, McCormack, B, McMullan, C, Mockford, C, Niessen, T, Slater, P, Titchen, A, van der Zijpp, T and Wallin, L (2018). A realist process evaluation within the Facilitating Implementation of Research Evidence (FIRE) cluster randomised controlled international trial: an exemplar. Implementation Science. 13, p. 138. https://doi.org/10.1186/s13012-018-0811-0
Involving young people in BRIGHTLIGHT from study inception to secondary data analysis: Insights from 10 years of user involvement
Taylor, RM, Whelan, JS, Gibson, F, Morgan, S and Fern, LA (2018). Involving young people in BRIGHTLIGHT from study inception to secondary data analysis: Insights from 10 years of user involvement. Research Involvement and Engagement. 4 (1). https://doi.org/10.1186/s40900-018-0135-x
Novel participatory methods of involving patients in research: naming and branding a longitudinal cohort study, BRIGHTLIGHT
Taylor, RM, Mohain, J, Gibson, F, Solanki, A, Whelan, J and Fern, LA (2015). Novel participatory methods of involving patients in research: naming and branding a longitudinal cohort study, BRIGHTLIGHT. BMC Medical Research Methodology. 15 (20). https://doi.org/10.1186/s12874-015-0014-1
Cancer-Related Fatigue in Adolescents and Young Adults After Cancer Treatment: Persistent and Poorly Managed.
Spathis, A, Hatcher, H, Booth, S, Gibson, F, Stone, P, Abbas, L, Barclay, M, Brimicombe, J, Thiemann, P, McCabe, MG, Campsey, R, Hooker, L, Moss, W, Robson, J and Barclay, S (2017). Cancer-Related Fatigue in Adolescents and Young Adults After Cancer Treatment: Persistent and Poorly Managed. Journal of Adolescent and Young Adult Oncology. 6 (3), pp. 489-493. https://doi.org/10.1089/jayao.2017.0037
Qualitative study to understand the barriers to recruiting young people with cancer to BRIGHTLIGHT: a national cohort study in England.
Kenten, C, Martins, A, Fern, LA, Gibson, F, Lea, S, Ngwenya, N, Whelan, JS and Taylor, RM (2017). Qualitative study to understand the barriers to recruiting young people with cancer to BRIGHTLIGHT: a national cohort study in England. BMJ Open. 7 (11). https://doi.org/10.1136/bmjopen-2017-018291
Using community development to build critical health literacy
Sykes, SM, Wills, JD and Crichton, N (2016). Using community development to build critical health literacy. 4th Health Literacy Conference - Health Literacy. Glasgow 18 Mar 2016
Modified international e-Delphi survey to define healthcare professional competencies for working with teenagers and young adults with cancer.
Taylor, RM, Feltbower, RG, Aslam, N, Raine, R, Whelan, J and Gibson, F (2016). Modified international e-Delphi survey to define healthcare professional competencies for working with teenagers and young adults with cancer. BMJ Open. 6 (5). https://doi.org/10.1136/bmjopen-2016-011361
Warm Needle Acupuncture vs. Needle Acupuncture for Osteoarthritis of the Knee: A Pilot Study Protocol
Appleyard, I, Crichton, N and Robinson, N (2016). Warm Needle Acupuncture vs. Needle Acupuncture for Osteoarthritis of the Knee: A Pilot Study Protocol. European Journal of Integrative Medicine. 8 (4), pp. 407-413. https://doi.org/10.1016/j.eujim.2016.07.031
"We sometimes hold on to ours" - Professionals' views on factors that both delay and facilitate transition to adult care
Aldiss, S, Cass, H, Ellis, J and Gibson, F (2016). "We sometimes hold on to ours" - Professionals' views on factors that both delay and facilitate transition to adult care. Frontiers in Pediatrics. 4, p. 125. https://doi.org/10.3389/fped.2016.00125
Development and validation of the BRIGHTLIGHT Survey, a patient-reported experience measure for young people with cancer
Taylor, RM, Fern, LA, Solanki, A, Hooker, L, Carluccio, A, Pye, J, Jeans, D, Frere-Smith, T, Gibson, F, Barber, J, Raine, R, Stark, D, Feltbower, R, Pearce, S and Whelan, J (2015). Development and validation of the BRIGHTLIGHT Survey, a patient-reported experience measure for young people with cancer. Health and Quality of Life Outcomes. 13 (1). https://doi.org/10.1186/s12955-015-0312-7