Evidence map›Paper›PMID 35058833›Full record

ReviewFrontiers in psychology2021

Disruption Leads to Methodological and Analytic Innovation in Developmental Sciences: Recommendations for Remote Administration and Dealing With Messy Data.

Sheila Krogh-Jespersen, Leigha A MacNeill, Erica L Anderson, Hannah E Stroup, Emily M Harriott, Ewa Gut, Abigail Blum, Elveena Fareedi, Kaitlyn M Fredian, Stephanie L Wert and 2 more

Abstract readReview
In one paragraph

Review in Frontiers in psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Designing for delivery: a Delphi study of feasibility-informed implementation strategies for a fear of cancer recurrence clinical pathway.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
  3. Zoom to the Virtual Room: The Shift to Remote Early Childhood Observational Assessments.Prevention science : the official journal of the Society for Prevention Research · 2026
    Article
  4. Article
  5. Article
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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

12 authors.

Sheila Krogh-JespersenDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Leigha A MacNeillDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Erica L AndersonInstitute for Innovations in Developmental Sciences, Northwestern University, Chicago, IL, United States.
Hannah E StroupDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Emily M HarriottDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Ewa GutDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Abigail BlumDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Elveena FareediDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Kaitlyn M FredianDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Stephanie L WertDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Lauren S WakschlagDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Elizabeth S NortonDepartment of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.

Funding

Generating an Earlier Science of When to Worry: A Neurodevelopmental, Transactional Approach to Characterizing Irritability Patterns Beginning in InfancyR01MH107652 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI WAKSCHLAG, LAUREN S · 2016 to 2021
$4.0M
The When to Worry about Language Study (W2W-L): Joint consideration of developmental patterning and neural substrates for enhancing earlyidentification of language impairmentR01DC016273 · NIDCD · NORTHWESTERN UNIVERSITY · PI NORTON, ELIZABETH SPENCER, WAKSCHLAG, LAUREN S · 2018 to 2022
$3.6M
2/2 Optimizing access, engagement and assessment to elucidate prenatal influences on neurodevelopment: The Brains Begin Before Birth(B4 ) Midwest ConsortiumR34DA050266 · NIDA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI WAKSCHLAG, LAUREN S · 2019 to 2020
$687k
Parent-toddler EEG neural synchrony as a window into social communication deficits in autismR21DC017210 · NIDCD · NORTHWESTERN UNIVERSITY · PI NORTON, ELIZABETH SPENCER · 2018 to 2019
$426k
NIDA NIH HHS R34 DA050266NIDCD NIH HHS R01 DC016273NIDCD NIH HHS R21 DC017210NIMH NIH HHS R01 MH107652
6 · The paper itself

Abstract

The COVID-19 pandemic has impacted data collection for longitudinal studies in developmental sciences to an immeasurable extent. Restrictions on conducting in-person standardized assessments have led to disruptive innovation, in which novel methods are applied to increase participant engagement. Here, we focus on remote administration of behavioral assessment. We argue that these innovations in remote assessment should become part of the new standard protocol in developmental sciences to facilitate data collection in populations that may be hard to reach or engage due to burdensome requirements (e.g., multiple in-person assessments). We present a series of adaptations to developmental assessments (e.g., Mullen) and a detailed discussion of data analytic approaches to be applied in the less-than-ideal circumstances encountered during the pandemic-related shutdown (i.e., missing or messy data). Ultimately, these remote approaches actually strengthen the ability to gain insight into developmental populations and foster pragmatic innovation that should result in enduring change.

Indexed as

analytic processesCOVIDdevelopmental methodsinnovationremote adaptationtelepractice

Identifiers

PMID35058833
PMCPMC8764157

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.