TY - JOUR
T1 - Assessing infant cognition in field settings using eye-tracking
T2 - A pilot cohort trial in Sierra Leone
AU - Leppänen, Jukka M.
AU - Butcher, Julius Walker
AU - Godbout, Claire
AU - Stephenson, Kevin
AU - Taylor Hendrixson, D.
AU - Griswold, Stacy
AU - Rogers, Beatrice Lorge
AU - Webb, Patrick
AU - Koroma, Aminata S.
AU - Manary, Mark J.
N1 - Publisher Copyright:
©
PY - 2022/2/17
Y1 - 2022/2/17
N2 - 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.
AB - 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.
KW - developmental neurology & neurodisability
KW - nutrition
KW - paediatric neurology
UR - http://www.scopus.com/inward/record.url?scp=85124776902&partnerID=8YFLogxK
U2 - 10.1136/bmjopen-2021-049783
DO - 10.1136/bmjopen-2021-049783
M3 - Article
C2 - 35177442
AN - SCOPUS:85124776902
SN - 2044-6055
VL - 12
JO - BMJ Open
JF - BMJ Open
IS - 2
M1 - e049783
ER -