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Causal inference with observational data: the need for triangulation of evidence

Psychological Medicine(2021)10.1017/s0033291720005127Source: DataRank Database

Causal inference with observational data: the need for triangulation of evidence is a research paper published in Psychological Medicine (2021). On theSindex it has a DataRank of 0.833. It has been cited 257 times.

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0.833DataRank · unranked

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257 citations

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

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Enrichment:Funding (5 grants)Impact (FWCI 29.81)OA: hybridTopics (54)Linked Datasets (10)DataCite Reuse (10)IDs (PubMed, PMC, OpenAlex)Annotations (1)SDGs (3)

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Interoperable (2/2)

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Reusable (0/3)

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DataRank Breakdown

Base Score 100%Citation Network 0%

Base Score Contribution

0.833

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Authors (2)

Marcus Robert Munafo ORCID,Gemma Hammerton ORCID

Live enrichment

PubMed:33682654 PMC:PMC8020490 OpenAlex:https://openalex.org/W3135774079

Medical Research Council

Grant: MC_UU_00011/7

Causes, Consequences and Modification of Health Behaviour

Wellcome Trust

Grant: 209138/Z/17/Z

Wellcome Trust

Grant: 209138

An investigation of the causal pathways from childhood conduct problems to poor health outcomes and criminal behaviour in adulthood

Wellcome Trust

FWCI

29.81

Citation Percentile

1.0%

Influential Citations

Citation Trend

2021

2022

2023

2024

2025

2026

hybridLicense: cc-by

journalhttps://www.cambridge.org/core/services/aop-cambridge-core/content/view/AF5F7918753DF50F26B1D49561F0DF83/S0033291720005127a.pdf/div-class-title-causal-inference-with-observational-data-the-need-for-triangulation-of-evidence-div.pdf

HYBRIDhttps://www.cambridge.org/core/services/aop-cambridge-core/content/view/AF5F7918753DF50F26B1D49561F0DF83/S0033291720005127a.pdf/div-class-title-causal-inference-with-observational-data-the-need-for-triangulation-of-evidence-div.pdf

publisherhttps://www.cambridge.org/core/services/aop-cambridge-core/content/view/AF5F7918753DF50F26B1D49561F0DF83/S0033291720005127a.pdf/div-class-title-causal-inference-with-observational-data-the-need-for-triangulation-of-evidence-div.pdf

publisherhttps://www.cambridge.org/core/services/aop-cambridge-core/content/view/S0033291720005127

journalhttps://doi.org/10.1017/s0033291720005127

Fields of Study

Advanced Causal Inference TechniquesHealth Systems, Economic Evaluations, Quality of LifeStatistical Methods and Bayesian InferenceComputer ScienceMedicine03 medical and health sciences0302 clinical medicineBiasCausalityHumansModels, StatisticalObservational Studies as TopicResearch Design

MeSH Terms

HumansResearch DesignModels, StatisticalBiasCausalityObservational Studies as Topic

Keywords

Causal inferenceObservational studyStatistical inferenceRobustness (evolution)InferenceComputer scienceData scienceTriangulationSelection biasStrengths and weaknessesConfoundingEconometricsObservational methods in psychologyCausal structureManagement scienceMachine learningPsychologyArtificial intelligenceStatisticsMathematicsSocial psychologyEngineeringMental healthepidemiologyObservational DataModels, Statistical330Invited Review Article610CausalityObservational Studies as TopicBiasResearch DesignHumans/dk/atira/pure/core/keywords/targ; name=TARG

Sustainable Development Goals

SDG 2: 2. Zero hungerSDG 16: 16. Peace & justiceSDG 0: Industry, innovation and infrastructure

Additional file 1 of Effects of glycemic traits on left ventricular structure and function: a mendelian randomization study

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Additional file 1 of Effects of glycemic traits on left ventricular structure and function: a mendelian randomization study

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Additional file 1 of Rethinking the pros and cons of randomized controlled trials and observational studies in the era of big data and advanced methods: a panel discussion

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Additional file 1 of Rethinking the pros and cons of randomized controlled trials and observational studies in the era of big data and advanced methods: a panel discussion

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Additional file 1 of Symptoms of depression and risk of emergency department visits among people aged 70 years and over

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Additional file 1 of A systematic review and meta-analysis of the association between e-cigarette use among non-tobacco users and initiating smoking of combustible cigarettes

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Additional file 1 of A systematic review and meta-analysis of the association between e-cigarette use among non-tobacco users and initiating smoking of combustible cigarettes

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Additional file 2 of Effects of glycemic traits on left ventricular structure and function: a mendelian randomization study

10.6084/m9.figshare.20098493.v1figshare

Additional file 2 of Effects of glycemic traits on left ventricular structure and function: a mendelian randomization study

10.6084/m9.figshare.20098493figshare