Assessing Health-Related Outcomes of Medical Cannabis Use among Older Persons: Findings from Colorado and Illinois

References

• Abuhasira, R., Bar-Lev Schleider, L., Mechoulam, R., & Novack, V. (2018). Epidemiological characteristics, safety and efficacy of medical cannabis in the elderly. European Journal of Internal Medicine, 49, 44–50. doi:10.1016/j.ejim.2018.01.019
   PubMed Web of Science ®Google Scholar
• Ahmed, A. I. A., van den Elsen, G., van der Marck, A., & Rikkert, M. G. (2014). Medicinal use of cannabis and cannabinoids in older adults: Where is the evidence? Journal of the American Geriatrics Society, 62(2), 410–411. doi:10.1111/jgs.12661
   PubMed Web of Science ®Google Scholar
• Arora, K., Qualls, S. H., Bobitt, J., Lum, H. D., Milavetz, G., Croker, J. A., & Kaskie, B. (2019a). Measuring attitudes towards medical and recreational cannabis among older adults in Colorado. Gerontologist. doi:10.1093/geront/gnz054
   Web of Science ®Google Scholar
• Arora, K., Qualls, S. H., Bobitt, J., Milavetz, G., & Kaskie, B. (2019b). Older cannabis users are not all alike: Lifespan cannabis use patterns. Journal of Applied Gerontology. doi:10.1177/0733464819894922
   Web of Science ®Google Scholar
• Aryana, A., & Williams, M. A. (2007). Marijuana as a trigger of cardiovascular events: Speculation or scientific certainty? International Journal of Cardiology, 118(2), 141–144. doi:10.1016/j.ijcard.2006.08.001
   PubMed Web of Science ®Google Scholar
• Bar-Lev Schleider, L., Mechoulam, R., Lederman, V., Hilou, M., Lencovsky, O., Betzalel, O., … Novack, V. (2018). Prospective analysis of safety and efficacy of medical cannabis in large unselected population of patients with cancer. European Journal of Internal Medicine, 49, 37–43. doi:10.1016/j.ejim.2018.01.023
   PubMed Web of Science ®Google Scholar
• Beauducel, A., & Herzberg, P. Y. (2006). On the performance of maximum likelihood versus means and variance adjusted weighted least squares estimation in CFA. Structural Equation Modeling, 13(2), 186–203. doi:10.1207/s15328007sem1302_2
   Web of Science ®Google Scholar
• Black, P., & Joseph, L. J. (2014). Still dazed and confused: Midlife marijuana use by the baby boom generation. Deviant Behavior, 35(10), 822–841. doi:10.1080/01639625.2014.889994
   Web of Science ®Google Scholar
• Blazer, D. G., & Wu, L. (2009). Nonprescription use of pain relievers by middle-aged and elderly community-living adults: National Survey on Drug Use and Health. Journal of the American Geriatrics Society, 57(7), 1252–1257. doi:10.1111/j.1532-5415.2009.02306.x
   PubMed Web of Science ®Google Scholar
• Bobitt, J., Qualls, S. H., Schuchman, M., Wickersham, R., Lum, H. D., Arora, K., … Kaskie, B. (2019). Qualitative analysis of cannabis use among older adults in Colorado. Drugs & Aging, 36(7), 655–666. doi:10.1007/s40266-019-00665-w
   PubMed Web of Science ®Google Scholar
• Bonn-Miller, M. O., Boden, M. T., Bucossi, M. M., & Babson, K. A. (2014). Self-reported cannabis use characteristics, patterns and helpfulness among medical cannabis users. American Journal of Drug and Alcohol Abuse, 40(1), 23–30. doi:10.3109/00952990.2013.821477
   PubMed Web of Science ®Google Scholar
• Bradburn, N., Sudman, S., & Wansink, B. (2004). Asking questions: The definitive guide to questionnaire design (Rev ed.). San Francisco, California, USA: Jossey-Bass. ISBN: 0787970883.
   Google Scholar
• Brenner, M. H., Curbow, B., & Legro, M. W. (1995). The proximal-distal continuum of multiple health outcome measures: The case of cataract surgery. Medical Care, 33(4), AS236–244.
   PubMed Web of Science ®Google Scholar
• Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136–162). Newbury Park, CA: Sage.
   Google Scholar
• Chan, R., Brooks, R., Erlich, J., Gallagher, M., Snelling, P., Chow, J., & Suranyi, M. (2011). Studying psychosocial adaptation to end-stage renal disease: The proximal-distal model of health-related outcomes as a base model. Journal of Psychosomatic Research, 70(5), 455–464. doi:10.1016/j.jpsychores.2010.11.005
   PubMed Web of Science ®Google Scholar
• Choi, N. G., DiNitto, D. M., & Choi, B. Y. (2020). Prescription pain reliever use and misuse among cannabis users aged 50+ years. Clinical Gerontologist, 1–13. doi:10.1080/07317115.2020.1757540
   Web of Science ®Google Scholar
• Choi, N. G., DiNitto, D. M., & Marti, C. N. (2015). Alcohol and other substance use, mental health treatment use, and perceived unmet treatment need: Comparison between baby boomers and older adults. The American Journal on Addictions, 24(4), 299–307. doi:10.1111/ajad.12225
   PubMed Web of Science ®Google Scholar
• Choi, N. G., DiNitto, D. M., & Marti, C. N. (2017b). Older adults who use or have used marijuana: Help-seeking for marijuana and other substance use problems. Journal of Substance Abuse Treatment, 77, 185–192. doi:10.1016/j.jsat.2017.02.005
   PubMed Web of Science ®Google Scholar
• Choi, N. G., DiNitto, D. M., Marti, C. N., & Choi, B. Y. (2016). Association of traffic injuries, substance use disorders, and ED visit outcomes among individuals aged 50+ years. Journal of Psychoactive Drugs, 48(5), 369–376. doi:10.1080/02791072.2016.1240838
   PubMed Web of Science ®Google Scholar
• Choi, N. G., DiNitto, D. M., Marti, C. N., & Choi, B. Y. (2017). Association between nonmedical marijuana and pain reliever uses among individuals aged 50. Journal of Psychoactive Drugs, 49(4), 267–278. doi:10.1080/02791072.2017.1342153
   PubMed Web of Science ®Google Scholar
• Choi, N. G., Marti, C. N., DiNitto, D. M., & Choi, B. Y. (2018). Older adults’ marijuana use, injuries, and emergency department visits. The American Journal of Drug and Alcohol Abuse, 44(2), 215–223. doi:10.1080/00952990.2017.1318891
   PubMed Web of Science ®Google Scholar
• Cohn, A., Johnson, A., Ehlke, S., & Villanti, A. C. (2016). Characterizing substance use and mental health profiles of cigar, blunt, and non-blunt marijuana users from the National Survey of Drug Use and Health. Drug and Alcohol Dependence, 160, 105–111. doi:10.1016/j.drugalcdep.2015.12.017
   PubMed Web of Science ®Google Scholar
• Colorado Revised Statutes 18-18-406.3. (2018). Medical use of marijuana by persons diagnosed with debilitating medical conditions — Unlawful acts — Penalty — Medical marijuana program cash fund. Retrieved from https://leg.colorado.gov/sites/default/files/images/olls/crs2018-title-18.pdf
   Google Scholar
• Dillman, D. A., Smyth, J. D., & Christian, L. M. (2014). Internet, phone, mail and mixed-mode surveys: The tailored design method (4th ed.). Hoboken, NJ: John Wiley. ISBN: 978-1-118-45614-9.
   Google Scholar
• Enders, C. K., & Bandalos, D. L. (2001). The relative performance of full information maximum likelihood estimation for missing data in structural equation models. Structural Equation Modeling, 8(3), 430–457. doi:10.1207/S15328007SEM0803_5
   Web of Science ®Google Scholar
• Furnham, A. (1986). Response bias, social desirability and dissimulation. Personality and Individual Differences, 7(3), 385–400. doi:10.1016/0191-8869(86)90014-0
   Web of Science ®Google Scholar
• Groves, R. M., Fowler, F. J., Jr., Couper, M. P., Lepkowski, J. M., Singer, E., & Tourangeau, R. (2009). Survey methodology (2nd ed.). Hoboken, NJ: Wiley. ISBN: 0470465468.
   Google Scholar
• Han, B., Compton, W. M., Blanco, C., Crane, E., Lee, J., & Jones, C. M. (2017a). Prescription opioid use, misuse, and use disorders in U.S. Adults: 2015 national survey on drug use and health. Annals of Internal Medicine, 167(5), 293–301. doi:10.7326/M17-0865
   PubMed Web of Science ®Google Scholar
• Han, B. H., & Palamar, J. J. (2018). Marijuana use by middle-aged and older adults in the United States, 2015-2016. Drug and Alcohol Dependence, 191, 374–381. doi:10.1016/j.drugalcdep.2018.07.006
   PubMed Web of Science ®Google Scholar
• Han, B. H., & Palamar, J. J. (2020). Trends in cannabis use among older adults in the United States, 2015-2018. JAMA Internal Medicine, 180(4), 609. doi:10.1001/jamainternmed
   PubMed Web of Science ®Google Scholar
• Han, B. H., Sherman, S., Mauro, P. M., Martins, S. S., Rotenberg, J., & Palamar, J. J. (2017b). Demographic trends among older cannabis users in the United States, 2006-13. Addiction, 112(3), 516–525. doi:10.1111/add.13670
   PubMed Web of Science ®Google Scholar
• Harris, D., Jones, R. T., Shank, R., Nath, R., Fernandez, E., Goldstein, K., & Mendelson, J. (2000). Self-reported marijuana effects and characteristics of 100 San Francisco medical marijuana club members. Journal of Addictive Diseases, 19(3), 89–103. doi:10.1300/J069v19n03_07
   PubMed Web of Science ®Google Scholar
• Haug, N. A., Padula, C. B., Sottile, J. E., Vandrey, R., Heinz, A. J., & Bonn-Miller, M. O. (2017). Cannabis use patterns and motives: A comparison of younger, middle-aged, and older medical cannabis dispensary patients. Addictive Behaviors, 72, 14–20. doi:10.1016/j.addbeh.2017.03.006
   PubMed Web of Science ®Google Scholar
• Hays, R. D., Bjorner, J. B., Revicki, D. A., Spritzer, K., & Cella, D. (2009). Development of physical and mental health summary scores from the patient-reported outcomes measurement information system (PROMIS) global items. Quality of Life Research, 18(7), 873–880. doi:10.1007/s11136-009-9496-9
   PubMed Web of Science ®Google Scholar
• Hooper, D., Coughlan, J., & Mullen, M. R. (2008). Structural equation modeling: Guidelines for determining model fit. Electronic Journal of Business Research Methods, 6(1), 53–60.
   Google Scholar
• Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55. doi:10.1080/10705519909540118
   Web of Science ®Google Scholar
• Illinois Compiled Statute. (2019). (410 ILCS 130/1) compassionate use of medical cannabis program act. (Source: P.A. 101-363, eff. 8-9-19). Retrieved from http://www.ilga.gov/legislation/ilcs/ilcs3.asp?ActID=3503&ChapterID=35
   Google Scholar
• Kalton, G., & Schuman, H. (1982). The effect of the question on survey responses: A review. Journal of the Royal Statistical Society. Series A (General), 145(1), 42–73. doi:10.2307/2981421
   Google Scholar
• Kindig, D. A. (2007). Understanding population health terminology. Millbank Quarterly, 85(1), 139–161. doi:10.1111/j.1468-0009.2007.00479.x
   PubMed Web of Science ®Google Scholar
• Li, C. H. (2016). Confirmatory factor analysis with ordinal data: Comparing robust maximum likelihood and diagonally weighted squares. Behavioral Research, 48(3), 936–949. doi:10.3758/s13428-015-0619-7
   Google Scholar
• Lim, K., See, Y. M., & Lee, J. (2017). A systematic review of the effectiveness of medical cannabis for psychiatric, movement, and neurodegenerative disorders. Clinical Psychopharmacology and Neuroscience, 15(4), 301–312. doi:10.9758/cpn.2017.15.4.301
   PubMed Web of Science ®Google Scholar
• Lum, H. D., Arora, K., Croker, J. A., Qualls, S. H., Schuchman, M., Bobitt, J., … Kaskie, B. (2019). Patterns of marijuana use and health impact: A survey among older coloradans. Gerontology & Geriatric Medicine, 5, 2333721419843707. doi:10.1177/2333721419843707
   Web of Science ®Google Scholar
• Mattson, M., Lipari, R. N., Hays, C., & Van Horn, S. L. (2017). A day in the life of older adults: Substance use facts. The CBHSQ Report. Retrieved from http://www.samhsa.gov/data/sites/default/files/report_2792/ShortReport-2792.pdf
   Google Scholar
• Minerbi, A., Häuser, W., & Fitzcharles, M. (2019). Medical cannabis for older patients. Drugs & Aging, 36(1), 39–51. doi:10.1007/s40266-018-0616-5
   PubMed Web of Science ®Google Scholar
• National Academies of Sciences, Engineering, and Medicine. (2017). The health effects of cannabis and cannabinoids: Current state of evidence and recommendations for research. Washington, DC: The National Academies Press.
   Google Scholar
• Park, J. Y., & Wu, L. T. (2017). Prevalence, reasons, perceived effects, and correlates of medical marijuana use: A review. Drug and Alcohol Dependence, 177, 1–13. doi:10.1016/j.drugalcdep.2017.03.009
   PubMed Web of Science ®Google Scholar
• Reynolds, I. R., Fixen, D. R., Parnes, B. L., Lum, H. D., Shanbhag, P., Church, S., … Orosz, G. (2018). Characteristics and patterns of marijuana use in community-dwelling older adults. Journal of the American Geriatrics Society, 66(11), 2167–2171. doi:10.1111/jgs.15507
   PubMed Web of Science ®Google Scholar
• Salas-Wright, C. P., Vaughn, M. G., Cummings-Vaughn, L. A., Holzer, K. J., Abi Nader, M., & Oh, S. (2017). Trends and correlates of marijuana use among late middle-aged and older adults in the United States, 2002–2014. Drug and Alcohol Dependence, 171, 97–106. doi:10.1016/j.drugalcdep.2016.11.031
   PubMed Web of Science ®Google Scholar
• Sanchez, B. N., Budtz-Jorgensen, E., Ryan, L. M., & Hu, H. (2005). Structural equation models. Journal of the American Statistical Association, 100(472), 1443–1455. doi:10.1198/016214505000001005
   Web of Science ®Google Scholar
• Satterlund, T. D., Lee, J. P., & Moore, R. S. (2015). Stigma among California’s medical marijuana patients. Journal of Psychoactive Drugs, 47(1), 10–17. doi:10.1080/02791072.2014.991858
   PubMed Web of Science ®Google Scholar
• Schreiber, J. B. (2008). Core reporting practices in structural equation modeling. Research in Social and Administrative Pharmacy, 4(2), 83–97. doi:10.1016/j.sapharm.2007.04.003
   PubMed Web of Science ®Google Scholar
• Schreiber, J. B. (2017). Update to core reporting practices in structural equation modeling. Research in Social and Administrative Pharmacy, 13(3), 634–643. doi:10.1016/j.sapharm.2016.06.006
   PubMed Web of Science ®Google Scholar
• Sexton, M., Cutler, C., Finnell, J. S., & Mischley, L. K. (2016). A cross-sectional survey of medical cannabis users: Patterns of use and perceived efficacy. Cannabis Cannabinoid Research, 1(1), 131–138. doi:10.1089/can.2016.0007
   PubMedGoogle Scholar
• Substance Abuse & Mental Health Services Administration Center for Behavioral Health Statistics and Quality. (2015). Behavioral health trends in the United States: Results from the 2014 national survey on drug use and health. (HHS Publication No. SMA 15-4927, NSDUH Series H-50). Retrieved from http://www.samhsa.gov/data/
   Google Scholar
• Substance Abuse and Mental Health Services Administration. (2014). National survey on drug use and health: Summary of methodological studies, 1971–2014 [Internet]. Rockville, MD): Author. Retrieved from https://www.ncbi.nlm.nih.gov/books/NBK519735/
   Google Scholar
• Whiting, P. F., Wolff, R. F., Deshpande, S., Di Nisio, M., Duffy, S., Hernandez, A. V., … Kleijnen, J. (2015). Cannabinoids for medical use: A systematic review and meta-analysis. JAMA, 313(24), 2456–2473. doi:10.1001/jama.2015.6358
   PubMed Web of Science ®Google Scholar
• World Health Organization. (2016). The health and social effects of nonmedical cannabis use. Geneva, Switzerland: Author.
   Google Scholar
• Wu, L., & Blazer, D. G. (2011). Illicit and nonmedical drug use among older adults: A review. Journal of Aging and Health, 23(3), 481–504. doi:10.1177/0898264310386224
   PubMed Web of Science ®Google Scholar
• Zvolensky, M. J., Vujanovic, A. A., Bernstein, A., Bonn-Miller, M. O., Marshall, E. C., & Leyro, T. M. (2007). Marijuana use motives: A confirmatory test and evaluation among young adult marijuana users. Addictive Behaviors, 32(12), 3122–3130. doi:10.1016/j.addbeh.2007.06.010
   PubMed Web of Science ®Google Scholar