Coincidence Analysis
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News

Coincidence Analysis (CNA): a configurational comparative method of causal inference and data analysis. Causal learning, the method, software, literature, events, news.

Information about new publications, applications, software releases, training activities, and projects.

Env Psych cover
04.08.2026

CNA applied in Environmental Psychology

Henrik Johansson Rehn, Alexandre Sukhov, Lars E. Olsson, and Margareta Friman use CNA to explore the “window of opportunity” for car use reduction and to identify the causal pathways that lead people to reduce their car use.

Journal of Public Health Policy cover
03.08.2026

How local prevention efforts and state regulations reduce fatal shootings

Daniel C. Semenza, Edward J. Miech, Brielle Savage, and Devon Ziminski use CNA to examine how combinations of city-level prevention efforts and state-level firearm policies link to fatal shooting rates across 100 US cities.

Implementation Science Communications cover
19.06.2026

Guidance for factor selection in configurational comparative analysis

Laura Caci, Kathrin Blum, Lauren Clack, and Bianca Albers provide guidance on selecting factors for Coincidence Analysis and other configurational comparative methods, offering a four-stage approach for implementation researchers.

Health Affairs Scholar cover
17.04.2026

CNA applied to low life expectancy in Chicago

John Rich, Edward Miech, and colleagues apply CNA to identify the social factors that link to low life expectancy across Chicago’s 77 community areas, finding that low birth weight, unemployment, and non-fatal shootings combine across alternative pathways to the outcome.

HVI cover
03.11.2025

CNA introduced for causal learning in vaccination settings

Abdu A. Adamu and colleagues introduced CNA as a tool to improve immunization decision-making and address disparities in vaccination coverage, arguing that CNA can help immunization stakeholders better understand impleme

PSRM cover
03.11.2025

Exemplary application of CNA in democracy research

Jesse Rhodes delivers an exemplary study applying Coincidence Analysis (CNA) to discover causal paths leading to substantial improvement in subnational democracy in the U.S. states.

Group Madras
07.08.2025

CNA taught at two training workshops in Asia

In July 2025, the PATANG team at The George Institute for Global Health (TGI) organized two CNA training workshops in Asia: one in Bali, Indonesia, in collaboration with the International Health Economics Association (IH

Annals
22.04.2025

CNA applied in surgery

Reiping Huang and colleagues applied CNA in the field of surgery and published their results in the world’s most highly referenced surgery journal: Annals of Surgery. Their study explains the successful implementation of

causalHyperGraph Logo
06.04.2025

New R package for drawing causal Hypergraphs

Christoph Falk, Mathias Ambühl, and Michael Baumgartner released a new R package called causalHyperGraph on CRAN. It draws causal Hypergraphs from solution formulas of the CNA method.

cna_CRAN
06.04.2025

Version 4.0.0 of the cna R package released on CRAN

Mathias Ambühl and Michael Baumgartner released version 4.0.0 of the cna R package on CRAN. Many new measures for sufficiency and necessity evaluation are now available for CNA model building.

IS Communications
07.03.2025

CNA applied in Implementation Science

Emmeline Chuang and colleagues applied CNA in a mixed methods analysis to identify the conditions under which collaboration strategies affect implementations of cross-systems interventions for child welfare and substance

Cancer Medicine
07.03.2025

CNA applied in Cancer Medicine

Mandi L. Pratt-Chapman and colleagues applied CNA to identify key difference-makers distinguishing oncology institutions that collect sexual orientation and gender identity (SOGI) data across a sample of American Society

Group Photo
05.12.2024

CNA course at the University of São Paulo

On October 10 and 11, 2024, Dr. Jonathan Freitas (UFMG/Brazil) conducted an introductory CNA course at the Clinical Hospital of the School of Medicine at the University of São Paulo (HC/FMUSP). The course brought togethe

JPR
28.11.2024

CNA applied in Peace Research

Jordan Becker, Paul Poast, and Tim Haesebrouck combined CNA with Regression Analysis in a mixed method approach to investigate why countries with disparate geography and perceptions of the international security environm

JCI
17.08.2024

New publication from the CNA group

Michael Baumgartner and Christoph Falk published a paper entitled “Quantifying the quality of configurational causal models” in the Journal of Causal Inference. The paper introduces quantitative quality criteria for caus

Genetics in Medicine
17.08.2024

CNA applied in Genetics in Medicine

Deborah Cragun, Zachary M. Salvati, Jennifer L. Schneider, et al. use CNA to identify factors and causal chains associated with optimal implementation of Lynch syndrome tumor screening.

cna_frscore
12.06.2024

Updates for R packages CNA and FRSCORE

Version 3.6.2 of the cna R package was released on CRAN, accompanied by a minor adjustment of the frscore package. Both updates should be installed.

appPsych cover
31.05.2024

CNA applied in Psychology

Marta Roczniewska, Ole Henning Sørensen, Susanne Tafvelin et al. use CNA to invesitigate the causes of how employees perceive the relevance of health interventions at the workplace.

gerontCover
31.05.2024

CNA applied in Gerontology

Chava Pollak, Joe Verghese, Helena M Blumen use CNA to identify combinations of social factors that make a difference for frailty among older adults.

JCI
15.01.2024

New measures for evaluating CNA models

Luna De Souter identifies shortcomings of the two main measures for evaluating CNA models, consistency and coverage, and introduces two new evaluation measures.

cna_CRAN
25.08.2023

Update 3.5.4 of the cna R package released on CRAN

Mathias Ambühl and Michael Baumgartner released a new update of the cna R package on CRAN. The latest version is 3.5.4.

genetics in medicine
25.08.2023

CNA applied in Genetics in Medicine

Dean, M, Tezak, A, Johnson, S, … Cragun, D. used CNA to identify factors differentiating cancer risk management decisions among females with pathogenic/likely pathogenic variants in PALB2, CHEK2, and ATM. Accompanied b

jgim_logo
22.06.2023

CNA applied in General Internal Medicine

Jessica Dodge et al. (2023) conducted a Coincidence Analysis investigating various factors influencing timely implementation of research findings into clinical practice in the Veterans Health Administration (VHA).

tbm_logo
22.05.2023

CNA applied in “Editor’s Choice” article of Translational Behavioral Medicine

Laura J Damschroder et al. (2022) conducted a Coincidence Analysis of obesity treatment options within the Veterans Health Administration, which was selected “Editor’s Choice” by Translational Behavioral Medicine.

frscore.png
03.05.2023

Version 0.3.1 of frscore is released

A new version of the frscore extension package for cna is now available on CRAN.

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10.04.2023

Template application of the frscore routine

Tim Haesebrouck applied the frscore routine in an exemplary manner to examine the conditions under which populist radical right parties support military deployment decisions in national parliaments: Haesebrouck T. (2023)

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29.09.2022

New geoconfiguational application of CNA

John Rich, Edward Miech, Daniel Semenza and Theodore Corbin applied CNA in a new study investigating the effect of 10 firearm laws in US states on homocide and suicide rates.

frscore plot
19.09.2022

frscore news, tips and tricks

In a series of news articles, Veli-Pekka Parkkinen informs about new developments concerning the frscore package for CNA robustness analysis. To make the best of frscore, users are encouraged to follow these updates.

ACI
07.09.2022

Coincidence Analysis introduced to medical informatics

The data analysis method of Coincidence Analysis has been introduced to the field of medical informatics: Womack DM, Miech EJ, Fox NJ, Silvey LC, Somerville AM, Eldredge DH, Steege LM. (2022), Coincidence Analysis: A Nov

JQ_young
30.08.2022

International Visiting Fellowship for Martyna Swiatczak

Martyna Swiatczak is visiting the University of Frankfurt for three months.

synthese
07.06.2022

New publication of the CNA group

Veli-Pekka Parkkinen argues that variable relativity is good, in a paper that recently appeared in Synthese: Parkkinen, VP. Variable relativity of causation is good. Synthese 200, 194 (2022). https://doi.org/10.1007/s112

Luna
24.01.2022

New member of the CNA group

The CNA group has the pleasure to welcome Luna de Souter to the team.

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01.10.2021

New publication of the CNA group

Martyna Swiatczak’s paper entitled “Towards a neo-configurational theory of intrinsic motivation” was published in Motivation and Emotion (2021): https://doi.org/10.1007/s11031-021-09906-1

MBR Logo
01.10.2021

New publication of the CNA group

Michael Baumgartner and Christoph Falk published a paper entitled “Configurational Causal Modeling and Logic Regression” in Multivariate Behavioral Research (2021): https://doi.org/10.1080/00273171.2021.1971510

Rlogo
20.08.2021

New Software from the “Coincidence Analysis” Group

New CNA software published on The Comprehensive R Archive Network.

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16.08.2021

New publication of the CNA group

Martyna Swiatczak’s paper on “Different algorithms, different models” was published in Quality & Quantity (2021): https://doi.org/10.1007/s11135-021-01193-9

logoNCR
24.06.2021

FRIPRO project granted

The CNA group is very happy to announce that the Research Council of Norway (Forskningsrådet) will fund the further development of CNA with NOK 12,000,000 (about 1,2 M EUR) over the coming years.

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23.06.2021

New publication of the CNA group

Michael Baumgartner’s paper on “Qualitative Comparative Analysis and robust sufficiency” was published in Quality & Quantity (2021): https://doi.org/10.1007/s11135-021-01157-z

smr
03.06.2021

New publication from the CNA group

A procedure for optimizing the fit of configurational causal models has been introduced in a new paper published in Sociological Methods & Research.

smr
03.06.2021

New publication from the CNA group

New procedure estimating the robustness of configurational causal models introduced in a paper in Sociological Methods & Research

BJPS
03.06.2021

New publication from the CNA group

L. Casini and M. Baumgartner (2021), The PC Algorithm and the Inference to Constitution, The British Journal for the Philosophy of Science. doi: 10.1086/714820. Online supplementary material; [penultimate draft]

Christoph Falk
11.03.2021

Dr. Christoph Falk has joined the CNA project

Christoph Falk (PhD 2020, Geneva) has joined the CNA project as a part-time researcher.

IS logo
14.12.2020

New publication from the CNA group

The CNA method has been showcased in the flagship journal of implementation science.

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27.10.2020

CNA method applied in implementation science

CNA has been applied in a study on factors influencing the implementation of a colorectal cancer screening improvement program in community health centers.

JPS
09.08.2020

The CNA method applied in patient safety

The CNA method was applied in a study about the patient safety culture in medical homes.

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24.05.2020

CNA method applied in gerontology

Susan Hickman et al. (2020) published an article entitled “Identifying the Implementation Conditions Associated With Positive Outcomes in a Successful Nursing Facility Demonstration Project” in the Gerontologist. They an

Medicare
11.04.2020

Major public health application of the CNA method

The official journal of the medical care section of the American Public Health Association just published an application of the CNA method, among other configurational comparative methods, to the effectiveness of the imp

cover page
25.02.2020

Article on Causation in the SAGE Handbook of Political Science

Michael Baumgartner published an article introducing the main theories of causation to political scientists in the SAGE Handbook of Political Science.

Martyna Swiatczak
22.01.2020

Martyna Swiatczak has joined the CNA project

Regenstrief Institute
22.01.2020

CNA Training

From September 21 to 25, 2020, Michael Baumgartner and Alrik Thiem (University of Lucerne) will hold a training seminar on configurational causal modeling with a heavy focus on CNA at the Regenstrief Institute for public

BJPS
22.10.2019

New publication of the Toppforskproject “Coincidence Analysis”

Michael Baumgartner and Christoph Falk, Boolean Difference-Making: A Modern Regularity Theory of Causation, The British Journal for the Philosophy of Science

Rlogo
22.10.2019

New Software from the “Coincidence Analysis” group

New CNA software published on the The Comprehensive R Archive Network.

Coincidence Analysis

CNA is a configurational comparative method of causal inference and data analysis. The community hub for CNA users worldwide.

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