Opioid Epidemic Policy: Predictive Power of Collaborative Quantity vs. Quality in Determining Impactful Research
- 1 ThinkNeuro, LLC, Sacramento, CA, USA
- 2 ThinkNeuro, LLC, Sacramento, CA, USA
- 3 Office of Science & Research, Department of Child and Adolescent Psychiatry, NYU Grossman School of Medicine, New York, NY, USA
- 4 ThinkNeuro, LLC, Sacramento, CA, USA
- 5 ThinkNeuro, LLC, Sacramento, CA, USA
- 6 ThinkNeuro, LLC, Sacramento, CA, USA
- 7 ThinkNeuro, LLC, Sacramento, CA, USA
- 8 ThinkNeuro, LLC, Sacramento, CA, USA
- 9 ThinkNeuro, LLC, Sacramento, CA, USA
Abstract
Scientific research and literature have an important role in determining effective public health policy, especially in regards to the global health issue of opioid addiction, where a multifaceted approach is necessary. In many cases, public health researchers aim to reach a wide audience not only to inform and guide policy makers, but also to educate the general public. Although parameters such as citation count have been a valid measure for the impact of a paper, it is unclear whether the types of collaborations a writer partakes in influence the impact of their paper. In this study, research papers on opioid substitutions were analyzed to evaluate the relationship between citation count and different types of collaborations, which include author count, affiliation count, author prestige, and affiliation prestige. Results showed no significant correlation between citation count and any of the variables. In terms of an author’s collaborations, both the number of collaborators and the prestige of those collaborators are not major factors in determining the impact of a research paper about opioid substitutes. Other possible factors, like citation or publication biases, could play more central roles in determining research impact.
- Judd, D., King, C.R. and Galke, C. (2023) The Opioid Epidemic: A Review of the Contributing Factors, Negative Consequences, and Best Practices. Cureus , 15, e41621. https://doi.org/10.7759/cureus.41621
- Kourounis, G., Richards, B.D.W., Kyprianou, E., Symeonidou, E., Malliori, M. and Samartzis, L. (2016) Opioid Substitution Therapy: Lowering the Treatment Thresholds. Drug and Alcohol Dependence , 161, 1-8. https://doi.org/10.1016/j.drugalcdep.2015.12.021
- Dydyk, A.M., Jain, S.J., Gupta, J.K. and Maani, S.T. (2024) Opioid Use Disorder. StatPearls Publishing. https://www.ncbi.nlm.nih.gov/books/NBK553166/
- Kissin, I. (2022) Bibliometric Analysis of Academic Articles on Epidemic of Prescription Opioid Deaths, 1988-2017. Medical Research Archives , 10, 1-7. https://doi.org/10.18103/mra.v10i11.3383
- Kurexi, S., Wang, K. and Chen, T. (2023) Knowledge Mapping of Opioids and Immunomodulation: A Bibliometric Analysis (2000-2022). Journal of Pain Research , 16, 1499-1515. https://doi.org/10.2147/jpr.s401326
- Jaffe, K. (2014) Social and Natural Sciences Differ in Their Research Strategies, Adapted to Work for Different Knowledge Landscapes. PLOS ONE , 9, e113901. https://doi.org/10.1371/journal.pone.0113901
- Patel, K., Bunachita, S., Agarwal, A.A., Lyon, A. and Patel, U.K. (2021) Opioid Use Disorder: Treatments and Barriers. Cureus , 13, e13173. https://doi.org/10.7759/cureus.13173
- Akbar, H.F., Siddiq, K. and Nusrat, S. (2019) Citation Classics and Trends in the Field of Opioids: A Bibliometric Analysis. Cureus , 11, e5055. https://doi.org/10.7759/cureus.5055
- Wang, J., Frietsch, R., Neuhäusler, P. and Hooi, R. (2024) International Collaboration Leading to High Citations: Global Impact or Home Country Effect? Journal of Informetrics , 18, Article 101565. https://doi.org/10.1016/j.joi.2024.101565
- Shen, H., Xie, J., Li, J. and Cheng, Y. (2021) The Correlation between Scientific Collaboration and Citation Count at the Paper Level: A Meta-Analysis. Scientometrics , 126, 3443-3470. https://doi.org/10.1007/s11192-021-03888-0
- Zhang, S., Wapman, K.H., Larremore, D.B. and Clauset, A. (2022) Labor Advantages Drive the Greater Productivity of Faculty at Elite Universities. Science Advances , 8, eabq7056. https://doi.org/10.1126/sciadv.abq7056