Evidence map›Paper›PMID 35914157›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2022

Accuracy and reliability of forensic handwriting comparisons.

R Austin Hicklin, Linda Eisenhart, Nicole Richetelli, Meredith D Miller, Peter Belcastro, Ted M Burkes, Connie L Parks, Michael A Smith, JoAnn Buscaglia, Eugene M Peters and 3 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–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

10 citing papers in PubMed.

  1. Assessing the foundations of forensic identification evidence: A critical examination of proficiency test design and results.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Article
  3. Article
  4. Review
  5. Review
  6. Hierarchical Bayesian non-response models for error rates in forensic black-box studies.Philosophical transactions. Series A, Mathematical, physical, and engineering sciences · 2023
    Article
  7. Article
  8. Reply to Kukucka: Calculating error rates in forensic handwriting examiner decisions.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
  9. On the (mis)calculation of forensic science error rates.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
  10. Registered reports in forensic science.Royal Society open science · 2022
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors.

R Austin HicklinNoblis, Inc., Reston, VA 20191.ORCID 0000-0003-2155-3432
Linda EisenhartFederal Bureau of Investigation, Laboratory Division, Questioned Document Unit, Quantico, VA 22135.ORCID 0000-0003-4085-2972
Nicole RichetelliNoblis, Inc., Reston, VA 20191.
Meredith D MillerMeredith DeKalb Miller, Green Cove Springs, FL 32043.ORCID 0000-0001-6389-795X
Peter BelcastroFederal Bureau of Investigation, Laboratory Division, Questioned Document Unit, Quantico, VA 22135.ORCID 0000-0003-0355-6816
Ted M BurkesFederal Bureau of Investigation, Laboratory Division, Questioned Document Unit, Quantico, VA 22135.ORCID 0000-0002-0403-9100
Connie L ParksNoblis, Inc., Reston, VA 20191.
Michael A SmithFederal Bureau of Investigation, Laboratory Division, Research and Support Unit, Quantico, VA 22135.
JoAnn BuscagliaFederal Bureau of Investigation, Laboratory Division, Research and Support Unit, Quantico, VA 22135.ORCID 0000-0002-8148-2018
Eugene M PetersFederal Bureau of Investigation, Laboratory Division, Research and Support Unit, Quantico, VA 22135.ORCID 0000-0001-6329-0998
Rebecca Schwartz PerlmanIdeal Innovations, Inc., Arlington, VA 22203.ORCID 0000-0002-9060-2990
Jocelyn V AbonamahFederal Bureau of Investigation, Laboratory Division, Research and Support Unit, Quantico, VA 22135.ORCID 0000-0002-5415-1053
Brian A EckenrodeFederal Bureau of Investigation, Laboratory Division, Research and Support Unit, Quantico, VA 22135.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Forensic handwriting examination involves the comparison of writing samples by forensic document examiners (FDEs) to determine whether or not they were written by the same person. Here we report the results of a large-scale study conducted to assess the accuracy and reliability of handwriting comparison conclusions. Eighty-six practicing FDEs each conducted up to 100 handwriting comparisons, resulting in 7,196 conclusions on 180 distinct comparison sets, using a five-level conclusion scale. Erroneous "written by" conclusions (false positives) were reached in 3.1% of the nonmated comparisons, while 1.1% of the mated comparisons yielded erroneous "not written by" conclusions (false negatives). False positive rates were markedly higher for nonmated samples written by twins (8.7%) compared to nontwins (2.5%). Notable associations between training and performance were observed: FDEs with less than 2 y of formal training generally had higher error rates, but they also had higher true positive and true negative rates because they tended to provide more definitive conclusions; FDEs with at least 2 y of formal training were less likely to make definitive conclusions, but those definitive conclusions they made were more likely to be correct (higher positive predictive and negative predictive values). We did not observe any association between writing style (cursive vs. printing) and rates of errors or incorrect conclusions. This report also provides details on the repeatability and reproducibility of conclusions, and reports how conclusions are affected by the quantity of writing and the similarity of content.

Indexed as

Forensic SciencesHandwritingHumansProfessional CompetenceReproducibility of ResultsTwinsdecision analysisdocumentserror ratesforensicshandwriting

Identifiers

PMID35914157
PMCPMC9371688

What OpenQuestion holds

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Registered trials

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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.