Cargando…
Assessing infant cognition in field settings using eye-tracking: a pilot cohort trial in Sierra Leone
OBJECTIVES: To investigate the feasibility of eye-tracking-based testing of the speed of visual orienting in malnourished young children at rural clinics in Sierra Leone. DESIGN: Prospective dual cohort study nested in a cluster-randomised trial. SETTING: 8 sites participating in a cluster-randomise...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8860005/ https://www.ncbi.nlm.nih.gov/pubmed/35177442 http://dx.doi.org/10.1136/bmjopen-2021-049783 |
_version_ | 1784654575454650368 |
---|---|
author | Leppänen, Jukka M Butcher, Julius Walker Godbout, Claire Stephenson, Kevin Hendrixson, D Taylor Griswold, Stacy Rogers, Beatrice Lorge Webb, Patrick Koroma, Aminata S Manary, Mark J |
author_facet | Leppänen, Jukka M Butcher, Julius Walker Godbout, Claire Stephenson, Kevin Hendrixson, D Taylor Griswold, Stacy Rogers, Beatrice Lorge Webb, Patrick Koroma, Aminata S Manary, Mark J |
author_sort | Leppänen, Jukka M |
collection | PubMed |
description | OBJECTIVES: To investigate the feasibility of eye-tracking-based testing of the speed of visual orienting in malnourished young children at rural clinics in Sierra Leone. DESIGN: Prospective dual cohort study nested in a cluster-randomised trial. SETTING: 8 sites participating in a cluster-randomised trial of supplementary feeding for moderate acute malnutrition (MAM). PARTICIPANTS: For the MAM cohort, all infants aged 7–11 months at the eight sites were enrolled, 138 altogether. For controls, a convenience sample of all non-malnourished infants aged 7–11 months at the same sites were eligible, 60 altogether. A sample of 30 adults at the sites also underwent eye-tracking tests as a further control. INTERVENTIONS: Infants with MAM were provided with supplementary feeding. OUTCOME MEASURES: The primary outcomes were feasibility and reliability of eye-tracking-based testing of saccadic reaction time (SRT). Feasibility was assessed by the percent of successful tests in the infants. Reliability was measured with intraclass correlation coefficients (ICCs). Secondary outcomes were mean SRT based on nutritional state as well as and changes in mean SRT after supplementary feeding of MAM children. RESULTS: Infants exhibited consistent orienting to targets on a computer screen (>95% of valid trials). Mean SRTs had moderate stability within visits (ICCs 0.60–0.69) and across the 4-week test–retest interval (0.53) in infants; the adult control group had greater SRT stability (within visit ICC=0.92). MAM infants had a trend toward higher adjusted SRT at baseline (difference=12.4 ms, 95% CI −2 to 26.9, p=0.09) and improvement in SRT 4 weeks thereafter (difference=−14 ms, 95% CI −26.2 to −1.7, p=0.025) compared with age-matched controls. CONCLUSIONS: The results demonstrate the feasibility of eye-tracking-based testing in a resource-poor field setting and suggest eye-tracking measures have utility in the detection of group level effects of supplementary feeding. |
format | Online Article Text |
id | pubmed-8860005 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-88600052022-03-08 Assessing infant cognition in field settings using eye-tracking: a pilot cohort trial in Sierra Leone Leppänen, Jukka M Butcher, Julius Walker Godbout, Claire Stephenson, Kevin Hendrixson, D Taylor Griswold, Stacy Rogers, Beatrice Lorge Webb, Patrick Koroma, Aminata S Manary, Mark J BMJ Open Global Health OBJECTIVES: To investigate the feasibility of eye-tracking-based testing of the speed of visual orienting in malnourished young children at rural clinics in Sierra Leone. DESIGN: Prospective dual cohort study nested in a cluster-randomised trial. SETTING: 8 sites participating in a cluster-randomised trial of supplementary feeding for moderate acute malnutrition (MAM). PARTICIPANTS: For the MAM cohort, all infants aged 7–11 months at the eight sites were enrolled, 138 altogether. For controls, a convenience sample of all non-malnourished infants aged 7–11 months at the same sites were eligible, 60 altogether. A sample of 30 adults at the sites also underwent eye-tracking tests as a further control. INTERVENTIONS: Infants with MAM were provided with supplementary feeding. OUTCOME MEASURES: The primary outcomes were feasibility and reliability of eye-tracking-based testing of saccadic reaction time (SRT). Feasibility was assessed by the percent of successful tests in the infants. Reliability was measured with intraclass correlation coefficients (ICCs). Secondary outcomes were mean SRT based on nutritional state as well as and changes in mean SRT after supplementary feeding of MAM children. RESULTS: Infants exhibited consistent orienting to targets on a computer screen (>95% of valid trials). Mean SRTs had moderate stability within visits (ICCs 0.60–0.69) and across the 4-week test–retest interval (0.53) in infants; the adult control group had greater SRT stability (within visit ICC=0.92). MAM infants had a trend toward higher adjusted SRT at baseline (difference=12.4 ms, 95% CI −2 to 26.9, p=0.09) and improvement in SRT 4 weeks thereafter (difference=−14 ms, 95% CI −26.2 to −1.7, p=0.025) compared with age-matched controls. CONCLUSIONS: The results demonstrate the feasibility of eye-tracking-based testing in a resource-poor field setting and suggest eye-tracking measures have utility in the detection of group level effects of supplementary feeding. BMJ Publishing Group 2022-02-16 /pmc/articles/PMC8860005/ /pubmed/35177442 http://dx.doi.org/10.1136/bmjopen-2021-049783 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Global Health Leppänen, Jukka M Butcher, Julius Walker Godbout, Claire Stephenson, Kevin Hendrixson, D Taylor Griswold, Stacy Rogers, Beatrice Lorge Webb, Patrick Koroma, Aminata S Manary, Mark J Assessing infant cognition in field settings using eye-tracking: a pilot cohort trial in Sierra Leone |
title | Assessing infant cognition in field settings using eye-tracking: a pilot cohort trial in Sierra Leone |
title_full | Assessing infant cognition in field settings using eye-tracking: a pilot cohort trial in Sierra Leone |
title_fullStr | Assessing infant cognition in field settings using eye-tracking: a pilot cohort trial in Sierra Leone |
title_full_unstemmed | Assessing infant cognition in field settings using eye-tracking: a pilot cohort trial in Sierra Leone |
title_short | Assessing infant cognition in field settings using eye-tracking: a pilot cohort trial in Sierra Leone |
title_sort | assessing infant cognition in field settings using eye-tracking: a pilot cohort trial in sierra leone |
topic | Global Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8860005/ https://www.ncbi.nlm.nih.gov/pubmed/35177442 http://dx.doi.org/10.1136/bmjopen-2021-049783 |
work_keys_str_mv | AT leppanenjukkam assessinginfantcognitioninfieldsettingsusingeyetrackingapilotcohorttrialinsierraleone AT butcherjuliuswalker assessinginfantcognitioninfieldsettingsusingeyetrackingapilotcohorttrialinsierraleone AT godboutclaire assessinginfantcognitioninfieldsettingsusingeyetrackingapilotcohorttrialinsierraleone AT stephensonkevin assessinginfantcognitioninfieldsettingsusingeyetrackingapilotcohorttrialinsierraleone AT hendrixsondtaylor assessinginfantcognitioninfieldsettingsusingeyetrackingapilotcohorttrialinsierraleone AT griswoldstacy assessinginfantcognitioninfieldsettingsusingeyetrackingapilotcohorttrialinsierraleone AT rogersbeatricelorge assessinginfantcognitioninfieldsettingsusingeyetrackingapilotcohorttrialinsierraleone AT webbpatrick assessinginfantcognitioninfieldsettingsusingeyetrackingapilotcohorttrialinsierraleone AT koromaaminatas assessinginfantcognitioninfieldsettingsusingeyetrackingapilotcohorttrialinsierraleone AT manarymarkj assessinginfantcognitioninfieldsettingsusingeyetrackingapilotcohorttrialinsierraleone |