Abstract

Introduction Activities promoting research reproducibility and transparency are crucial for generating trustworthy evidence. Evaluation of smoking interventions is one area where vested interests may motivate reduced reproducibility and transparency. Aims Assess markers of transparency and reproducibility in smoking behaviour change intervention evaluation reports. Methods One hundred evaluation reports of smoking behaviour change intervention randomised controlled trials published in 2018-2019 were identified. Reproducibility markers of pre-registration; protocol sharing; data, material, and analysis script sharing; replication of a previous study; and open access publication were coded in identified reports. Transparency markers of funding and conflict of interest declarations were also coded. Coding was performed by two researchers, with inter-rater reliability calculated using Krippendorff's alpha. Results Seventy-one percent of reports were open access, and 73% were pre-registered. However, there are only 13% provided accessible materials, 7% accessible data, and 1% accessible analysis scripts. No reports were replication studies. Ninety-four percent of reports provided a funding source statement, and eighty-eight percent of reports provided a conflict of interest statement. Conclusions Open data, materials, analysis, and replications are rare in smoking behaviour change interventions, whereas funding source and conflict of interest declarations are common. Future smoking research should be more reproducible to enable knowledge accumulation. This study was pre-registered: https://osf.io/yqj5p.

Highlights

  • Activities promoting research reproducibility and transparency are crucial for generating trustworthy evidence

  • Researchers, journals, and funding organisations across psychology and health sciences are contributing to reforming scientific practice to improve the credibility and accessibility of research [1, 7]

  • Scripts can be made more reproducible by marking their code with step-by-step comments, improving clarity and replication [11]

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Summary

Introduction

Activities promoting research reproducibility and transparency are crucial for generating trustworthy evidence. Reproducibility markers of pre-registration; protocol sharing; data, material, and analysis script sharing; replication of a previous study; and open access publication were coded in identified reports. Materials, analysis, and replications are rare in smoking behaviour change interventions, whereas funding source and conflict of interest declarations are common. Pre-registration and protocols specify the hypotheses, methods, and analysis plan to be used in proposed subsequent research in repositories such as Open Science Framework and AsPredicted. Such specification is designed to reduce researcher degrees of freedom and undisclosed flexibility, ensuring features such as primary and secondary hypotheses and analysis plans remain fixed and preventing “p-hacking” [9]. Materials (such as intervention protocols and questionnaires), data, and analysis scripts can be made available by uploading to repositories such as Open

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