Evidence map›Paper›PMID 28966558›Full record

ArticleInfancy : the official journal of the International Society on Infant Studies

Sample size, statistical power, and false conclusions in infant looking-time research.

Lisa M Oakes

Abstract read
In one paragraph

Article in Infancy : the official journal of the International Society on Infant Studies. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 59 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
59citing papers in PubMed, 3 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

59 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Automated Infant Eye Tracking: A Systematic Historical Review.Infancy : the official journal of the International Society on Infant Studies
    Pooled it
  4. Review
  5. Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. NIH Baby Toolbox® methodology and norms development.Infant behavior & development · 2025
    Article
  13. Development of the Visual Analysis of Form and Contour.Children (Basel, Switzerland) · 2025
    Article
  14. Article
  15. Tolerant and despotic macaques show divergent temperament but similar theory of mind.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2025
    Article
  16. Review
  17. Article
  18. Attrition in a large-scale habituation task administered at home.The British journal of developmental psychology · 2025
    Article
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author.

Lisa M OakesUC Davis.

Funding

Understanding cognitive development in infancy: Attention and visual short-term mR01EY022525 · NEI · UNIVERSITY OF CALIFORNIA AT DAVIS · PI OAKES, LISA M · 2012 to 2016
$1.5M
NEI NIH HHS R01 EY022525
6 · The paper itself

Abstract

Infant research is hard. It is difficult, expensive, and time consuming to identify, recruit and test infants. As a result, ours is a field of small sample sizes. Many studies using infant looking time as a measure have samples of 8 to 12 infants per cell, and studies with more than 24 infants per cell are uncommon. This paper examines the effect of such sample sizes on statistical power and the conclusions drawn from infant looking time research. An examination of the state of the current literature suggests that most published looking time studies have low power, which leads in the long run to an increase in both false positive and false negative results. Three data sets with large samples (>30 infants) were used to simulate experiments with smaller sample sizes; 1000 random subsamples of 8, 12, 16, 20, and 24 infants from the overall samples were selected, making it possible to examine the systematic effect of sample size on the results. This approach revealed that despite clear results with the original large samples, the results with smaller subsamples were highly variable, yielding both false positive and false negative outcomes. Finally, a number of emerging possible solutions are discussed.

Identifiers

PMID28966558
PMCPMC5618719

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.