Evidence map›Paper›PMID 36467970›Full record

ArticleCommunications in statistics. Case studies, data analysis and applications2022

Assessing Alternative Imputation Strategies for Infrequently Missing Items on Multi-item Scales.

Panteha Hayati Rezvan, W Scott Comulada, M Isabel Fernández, Thomas R Belin

Open access · greenAbstract read
In one paragraph

Article in Communications in statistics. Case studies, data analysis and applications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
0.8field-weighted citation impact, top 24% of its field
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

12 citing papers in PubMed, 6 citations in OpenAlex.

  1. Trial
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  3. WOMAC-based recovery after total knee arthroplasty in a multiethnic Asian cohort: a 5-year registry-based study of interval-specific predictors of improvement.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026
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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

4 authors at 3 institutions in 1 country.

Panteha Hayati RezvanDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, U.S.A.ORCID 0000-0001-6360-8388
W Scott ComuladaDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, U.S.A.
M Isabel FernándezCollege of Osteopathic Medicine, Nova Southeastern University, Miami, Florida, U.S.A.
Thomas R BelinDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, U.S.A.
UCLA Health · USNeurobehavioral Systems · USNova Southeastern University · US

Funding

UCLA Clinical Translational Science InstituteUL1TR001881 · NCATS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI ARLEEN F. BROWN, ARASH NAEIM · 2016 to 2026
$118.1M
UCLA Rapid, Relevant, Rigorous Implementation Science HubP30MH058107 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Sung-Jae Lee · 1997 to 2026
$53.5M
Optimizing the HIV Treatment Continuum with a Stepped Care Model for Youth Living with HIVU19HD089886 · NICHD · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI FERNANDEZ, MARIA ISABEL, ROTHERAM-BORUS, MARY JANE · 2016 to 2022
$23.4M
Post-doctoral HIV Research Training Program for HIV Combination PreventionT32MH109205 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI ROTHERAM-BORUS, MARY JANE · 2016 to 2020
$2.3M
NCATS NIH HHS UL1 TR001881NICHD NIH HHS U19 HD089886NIMH NIH HHS P30 MH058107NIMH NIH HHS T32 MH109205
6 · The paper itself

Abstract

Health-science researchers often measure psychological constructs using multi-item scales and encounter missing items on some participants. Multiple imputation (MI) has emerged as an alternative to

Indexed as

Missing dataMulti-item scaleMultiple imputation

Identifiers

PMID36467970
PMCPMC9718541
OpenAlexW4294091542

What OpenQuestion holds

Textmetadata
LicenceTDM
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.