Evidence map›Paper›PMID 33593176›Full record

ArticlePerspectives on psychological science : a journal of the Association for Psychological Science2021

Invisible Hands and Fine Calipers: A Call to Use Formal Theory as a Toolkit for Theory Construction.

Donald J Robinaugh, Jonas M B Haslbeck, Oisín Ryan, Eiko I Fried, Lourens J Waldorp

Abstract read
In one paragraph

Article in Perspectives on psychological science : a journal of the Association for Psychological Science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
46citing papers in PubMed, 2 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

46 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. Article
  6. Article
  7. To Be FAIR: Theory Specification Needs an Update.Perspectives on psychological science : a journal of the Association for Psychological Science · 2026
    Article
  8. Article
  9. Improving statistical reporting in psychology.Communications psychology · 2025
    Review
  10. Article
  11. Article
  12. Review
  13. Article
  14. Article
  15. Review
  16. Network analysis: An overview for mental health research.International journal of methods in psychiatric research · 2024
    Review
  17. The Problem-Ladenness of Theory.Computational brain & behavior · 2024
    Article
  18. Article
  19. Article
  20. Common Cause Versus Dynamic Mutualism: An Empirical Comparison of Two Theories of Psychopathology in Two Large Longitudinal Cohorts.Clinical psychological science : a journal of the Association for Psychological Science · 2024
    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

5 authors.

Donald J RobinaughDepartment of Psychiatry, Massachusetts General Hospital, Harvard Medical School.ORCID 0000-0002-5579-7518
Jonas M B HaslbeckPsychological Methods Group, University of Amsterdam.
Oisín RyanDepartment of Methodology and Statistics, Utrecht University.
Eiko I FriedDepartment of Psychology, Leiden University.
Lourens J WaldorpPsychological Methods Group, University of Amsterdam.

Funding

Network Psychiatry: Using Network Science to Advance Our Understanding of Post-Bereavement PsychopathologyK23MH113805 · NIMH · NORTHEASTERN UNIVERSITY · PI ROBINAUGH, DONALD JOHN · 2018 to 2022
$988k
NIMH NIH HHS K23 MH113805
6 · The paper itself

Abstract

In recent years, a growing chorus of researchers has argued that psychological theory is in a state of crisis: Theories are rarely developed in a way that indicates an accumulation of knowledge. Paul Meehl raised this very concern more than 40 years ago. Yet in the ensuing decades, little has improved. We aim to chart a better path forward for psychological theory by revisiting Meehl's criticisms, his proposed solution, and the reasons his solution failed to meaningfully change the status of psychological theory. We argue that Meehl identified serious shortcomings in our evaluation of psychological theories and that his proposed solution would substantially strengthen theory testing. However, we also argue that Meehl failed to provide researchers with the tools necessary to construct the kinds of rigorous theories his approach required. To advance psychological theory, we must equip researchers with tools that allow them to better generate, evaluate, and develop their theories. We argue that formal theories provide this much-needed set of tools, equipping researchers with tools for thinking, evaluating explanation, enhancing measurement, informing theory development, and promoting the collaborative construction of psychological theories.

Indexed as

Psychological TheoryHumansKnowledgePsychologyResearch Personnelcomputational modelformal theorymathematical modeltheory construction

Identifiers

PMID33593176
PMCPMC8273080

What OpenQuestion holds

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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.