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Anxiety and Mood Disorders Impacting Physician Opioid Prescribing in the Pediatric Hospital Setting

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Abstract

This research examined whether pediatric inpatients without an anxiety/mood disorder are more likely to receive opioids in response to pain compared to patients diagnosed with a mental health condition. Research questions were tested using cross-sectional inpatient electronic medical record data. Propensity score matching was used to match patients with a disorder with patients without the disorder (anxiety analyses: N = 2892; mood analyses: N = 1042). Although patients with anxiety and mood disorders experienced greater pain, physicians were less likely to order opioids for these patients. Analyses also disclosed an interaction of anxiety with pain—the pain-opioid relation was stronger for patients without an anxiety disorder than for patients with an anxiety diagnosis. Instead, physicians were more likely to place non-opioid analgesic orders to manage the pain of patients with anxiety disorders. Findings imply that pain management decisions might be influenced by patient's mental health.

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References

  • Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Thousand Oaks, CA, US: Sage Publications Inc.

    Google Scholar 

  • Austin, P. C. (2011). An introduction to propensity score methods for reducing the effects of confounding in observational studies. Multivariate Behavioral Research, 46(3), 399–424.

    PubMed  PubMed Central  Google Scholar 

  • Bair, M. J., Poleshuck, E. L., Wu, J., Krebs, E. K., Damush, T. M., Tu, W., & Kroenke, K. (2013). Anxiety but not social stressors predict 12-month depression and pain severity. The Clinical Journal of Pain, 29(2), 95–101.

    PubMed  PubMed Central  Google Scholar 

  • Bair, M. J., Robinson, R. L., Katon, W., & Kroenke, K. (2003). Depression and pain comorbidity: A literature review. Archives of Internal Medicine, 163(20), 2433–2445.

    PubMed  Google Scholar 

  • Barlow, D. H. (2004). Anxiety and its disorders: The nature and treatment of anxiety and panic. New York: Guilford Press.

    Google Scholar 

  • Biederman, J., Rosenbaum, J. F., Bolduc-Murphy, E. A., Faraone, S. V., Chaloff, J., Hirshfeld, D. R., & Kagan, J. (1993). Behavioral inhibition as a temperamental risk factor for anxiety disorders. Child and Adolescent Psychiatric Clinics, 2(4), 667–683.

    Google Scholar 

  • Bushnell, M. C., Čeko, M., & Low, L. A. (2013). Cognitive and emotional control of pain and its disruption in chronic pain. Nature Reviews Neuroscience, 14(7), 502–511.

    PubMed  PubMed Central  CAS  Google Scholar 

  • Carballo, J. J., Group for the Study of Evolution of, D., Baca-Garcia, E., Blanco, C., Perez-Rodriguez, M. M., Jimenez Arriero, M. A., … Oquendo, M. A. (2010). Stability of childhood anxiety disorder diagnoses: a follow-up naturalistic study in psychiatric care. European Child & Adolescent Psychiatry, 19(4), 395–403.

  • Caspi, A., Sugden, K., Moffitt, T. E., Taylor, A., Craig, I. W., Harrington, H., … Braithwaite, A. (2003). Influence of life stress on depression: moderation by a polymorphism in the 5-HTT gene. Science, 301(5631), 386–389.

  • Center for Disease Control and National Center for Health Statistics. (2018). National vital statistics system, mortality. CDC Wonder, Atlanta, GA: US Department of Health and Human Services, CDC. Retrieved from https://wonder.cdc.gov.

  • Cerdá, M., Santaella, J., Marshall, B. D., Kim, J. H., & Martins, S. S. (2015). Nonmedical prescription opioid use in childhood and early adolescence predicts transitions to heroin use in young adulthood: A national study. The Journal of Pediatrics, 167(3), 605–612.

    PubMed  PubMed Central  Google Scholar 

  • Chung, C. P., Callahan, S. T., Cooper, W. O., Dupont, W. D., Murray, K. T., Franklin, A. D., … Ray, W. A. (2018). Outpatient opioid prescriptions for children and opioid-related adverse events. Pediatrics, 142(2), e20172156.

  • Davis, K. A. S., Sudlow, C. L. M., & Hotopf, M. (2016). Can mental health diagnoses in administrative data be used for research? A systematic review of the accuracy of routinely collected diagnoses. BMC Psychiatry, 16(1), 263.

    PubMed  PubMed Central  Google Scholar 

  • Davis, M. A., Lin, L. A., Liu, H., & Sites, B. D. (2017). Prescription opioid use among adults with mental health disorders in the United States. The Journal of the American Board of Family Medicine, 30(4), 407–417.

    PubMed  Google Scholar 

  • Donaldson, C. D., Jenkins, B. N., Fortier, M. A., Phan, M. T., Tomaszewski, D. M., Yang, S., & Kain, Z. N. (2020). Parent responses to pediatric pain: The differential effects of ethnicity on opioid consumption. Journal of Psychosomatic Research, 138, 110251–110251.

    PubMed  PubMed Central  Google Scholar 

  • Donaldson, C. D., Nakawaki, B., & Crano, W. D. (2015). Variations in parental monitoring and predictions of adolescent prescription opioid and stimulant misuse. Addictive Behaviors, 45, 14–21.

    PubMed  PubMed Central  Google Scholar 

  • Dorn, L. D., Campo, J. C., Thato, S., Dahl, R. E., Lewin, D., Chandra, R., & Di Lorenzo, C. (2003). Psychological comorbidity and stress reactivity in children and adolescents with recurrent abdominal pain and anxiety disorders. Journal of the American Academy of Child & Adolescent Psychiatry, 42(1), 66–75.

    Google Scholar 

  • Edlund, M. J., Forman-Hoffman, V. L., Winder, C. R., Heller, D. C., Kroutil, L. A., Lipari, R. N., & Colpe, L. J. (2015). Opioid abuse and depression in adolescents: Results from the National Survey on Drug Use and Health. Drug and Alcohol Dependence, 152, 131–138.

    PubMed  Google Scholar 

  • Edlund, M. J., Martin, B. C., Russo, J. E., Devries, A., Braden, J. B., & Sullivan, M. D. (2014). The role of opioid prescription in incident opioid abuse and dependence among individuals with chronic non-cancer pain: The role of opioid prescription. The Clinical Journal of Pain, 30(7), 557–564.

    PubMed  PubMed Central  Google Scholar 

  • Ehwerhemuepha, L., Donaldson, C. D., Kain, Z. N., Luong, V., Fortier, M. A., Feaster, W., … Jenkins, B. N. (2020). Race, ethnicity, and insurance: The association with opioid use in a pediatric hospital setting. Journal of Racial and Ethnic Health Disparities. https://doi.org/10.1007/s40615-020-00882-9

  • Ehwerhemuepha, L., Schultz, S., & Feaster, W. (2018). Clinical and psychosocial factors associated with patient experience in pediatrics. Clinical Pediatrics, 57(8), 937–944.

    PubMed  Google Scholar 

  • Friedrichsdorf, S. J., Postier, A., Eull, D., Weidner, C., Foster, L., Gilbert, M., & Campbell, F. (2015). Pain outcomes in a US children’s hospital: A prospective cross-sectional survey. Hospital Pediatrics, 5(1), 18–26.

    PubMed  Google Scholar 

  • Gaither, J. R., Shabanova, V., & Leventhal, J. M. (2018). US national trends in pediatric deaths from prescription and illicit opioids, 1999–2016. JAMA Network Open, 1(8), e186558–e186558.

    PubMed  PubMed Central  Google Scholar 

  • Gladstone, T. R., & Kaslow, N. J. (1995). Depression and attributions in children and adolescents: A meta-analytic review. Journal of Abnormal Child Psychology, 23(5), 597–606.

    PubMed  CAS  Google Scholar 

  • Goesling, J., Henry, M. J., Moser, S. E., Rastogi, M., Hassett, A. L., Clauw, D. J., & Brummett, C. M. (2015). Symptoms of depression are associated with opioid use regardless of pain severity and physical functioning among treatment-seeking patients with chronic pain. The Journal of Pain, 16(9), 844–851.

    PubMed  Google Scholar 

  • Groenewald, C. B., Rabbitts, J. A., Schroeder, D. R., & Harrison, T. E. (2012). Prevalence of moderate–severe pain in hospitalized children. Pediatric Anesthesia, 22(7), 661–668.

    PubMed  Google Scholar 

  • Groenewald, C. B., Zhou, C., Palermo, T. M., & Van Cleve, W. C. (2019). Associations between opioid prescribing patterns and overdose among privately insured adolescents. Pediatrics, 144(5), e20184070.

    PubMed  Google Scholar 

  • Halbert, B., Davis, R., & Wee, C. C. (2016). Disproportionate longer-term opioid use among US adults with mood disorders. Pain, 157(11), 2452–2457.

    PubMed  PubMed Central  CAS  Google Scholar 

  • Hansen, G. R., & Streltzer, J. (2005). The psychology of pain. Emergency Medicine Clinics, 23(2), 339–348. https://doi.org/10.1016/j.emc.2004.12.00.

    Article  PubMed  Google Scholar 

  • Harbaugh, C. M., Lee, J. S., Hu, H. M., McCabe, S. E., Voepel-Lewis, T., Englesbe, M. J., … Waljee, J. F. (2018). Persistent opioid use among pediatric patients after surgery. Pediatrics, 141(1), e20172439

  • Havens, J. R., Young, A. M., & Havens, C. E. (2011). Nonmedical prescription drug use in a nationally representative sample of adolescents: Evidence of greater use among rural adolescents. Archives of Pediatrics & Adolescent Medicine, 165(3), 250–255.

    Google Scholar 

  • Hicks, C. L., von Baeyer, C. L., Spafford, P. A., van Korlaar, I., & Goodenough, B. (2001). The Faces Pain Scale–Revised: Toward a common metric in pediatric pain measurement. Pain, 93(2), 173–183.

    PubMed  Google Scholar 

  • Ho, D. E., Imai, K., King, G., & Stuart, E. A. (2011). MatchIt: Nonparametric preprocessing for parametric causal inference. Journal of Statistical Software, 42, 1–28.

    Google Scholar 

  • Hummel, P., Puchalski, M., Creech, S., & Weiss, M. (2008). Clinical reliability and validity of the N-PASS: Neonatal pain, agitation and sedation scale with prolonged pain. Journal of Perinatology, 28(1), 55–60.

    PubMed  CAS  Google Scholar 

  • International Association for the Study of Pain. (1994). Task force on taxonomy of the international association for the study of pain. Classification of Chronic Pain.

  • Kain, A. S., Fortier, M. A., Donaldson, C. D., Tomaszewski, D., Phan, M., & Jenkins, B. N. (2020). Parental psychosocial factors moderate opioid administration following children’s surgery. Anesthesia and Analgesia. https://doi.org/10.1213/ane.0000000000005255.

    Article  Google Scholar 

  • Lail, S., Sequeira, K., Lieu, J., & Dhalla, I. A. (2014). Prescription of opioids for opioid-naive medical inpatients. The Canadian Journal of Hospital Pharmacy, 67(5), 337–342.

    PubMed  PubMed Central  Google Scholar 

  • Manchikanti, L., & Singh, A. (2008). Therapeutic opioids: A ten-year perspective on the complexities and complications of the escalating use, abuse, and nonmedical use of opioids. Pain Physician, 11(2 Suppl), S63–S88.

    PubMed  Google Scholar 

  • Mathew, S. J., Coplan, J. D., & Gorman, J. M. (2001). Neurobiological mechanisms of social anxiety disorder. American Journal of Psychiatry, 158(10), 1558–1567.

    CAS  Google Scholar 

  • McCabe, S. E., West, B. T., Veliz, P., McCabe, V. V., Stoddard, S. A., & Boyd, C. J. (2017). Trends in medical and nonmedical use of prescription opioids among US adolescents: 1976–2015. Pediatrics, 139(4), e20162387.

    PubMed  PubMed Central  Google Scholar 

  • McDonald, E. M., Kennedy-Hendricks, A., McGinty, E. E., Shields, W. C., Barry, C. L., & Gielen, A. C. (2017). Safe storage of opioid pain relievers among adults living in households with children. Pediatrics, 139(3), e20162161.

    PubMed  Google Scholar 

  • Miech, R., Johnston, L., O’Malley, P. M., Keyes, K. M., & Heard, K. (2015). Prescription opioids in adolescence and future opioid misuse. Pediatrics. https://doi.org/10.1542/peds.2015-1364.

    Article  PubMed  PubMed Central  Google Scholar 

  • Miró, J., Castarlenas, E., & Huguet, A. (2009). Evidence for the use of a numerical rating scale to assess the intensity of pediatric pain. European Journal of Pain, 13(10), 1089–1095.

    PubMed  Google Scholar 

  • Mogg, K., & Bradley, B. P. (2005). Attentional bias in generalized anxiety disorder versus depressive disorder. Cognitive Therapy and Research, 29(1), 29–45.

    Google Scholar 

  • Nuckols, T. K., Anderson, L., Popescu, I., Diamant, A. L., Doyle, B., Di Capua, P., & Chou, R. (2014). Opioid prescribing: A systematic review and critical appraisal of guidelines for chronic pain. Annals of Internal Medicine, 160(1), 38–47.

    PubMed  PubMed Central  Google Scholar 

  • Pedersen, C. B., Mors, O., Bertelsen, A., Waltoft, B. L., Agerbo, E., McGrath, J. J., … Eaton, W. W. (2014). A comprehensive nationwide study of the incidence rate and lifetime risk for treated mental disorders. JAMA Psychiatry, 71(5), 573–581.

  • Quinn, P. D., Hur, K., Chang, Z., Scott, E. L., Krebs, E. E., Bair, M. J., … D'Onofrio, B. M. (2018). Association of mental health conditions and treatments with long-term opioid analgesic receipt among adolescents. JAMA Pediatrics, 172(5), 423–430.

  • Rahim-Williams, B., Riley, J. L., Williams, A. K. K., & Fillingim, R. B. (2012). A quantitative review of ethnic group differences in experimental pain response: Do biology, psychology, and culture matter? Pain Medicine, 13(4), 522–540.

    PubMed  Google Scholar 

  • Richardson, L. P., Fan, M. Y., McCarty, C. A., Katon, W., Edlund, M., DeVries, A., … Sullivan, M. (2011). Trends in the prescription of opioids for adolescents with non-cancer pain. General Hospital Psychiatry, 33(5), 423–428.

  • Simpson, H. B., Neria, Y., Lewis-Fernández, R., & Schneier, F. (2010). Anxiety disorders: Theory, research and clinical perspectives. Cambridge: Cambridge University Press.

    Google Scholar 

  • Spitzer, R. L., Kroenke, K., Williams, J. B., & Löwe, B. (2006). A brief measure for assessing generalized anxiety disorder: The GAD-7. Archives of Internal Medicine, 166(10), 1092–1097.

    Google Scholar 

  • Stanford, E. A., Chambers, C. T., Biesanz, J. C., & Chen, E. (2008). The frequency, trajectories and predictors of adolescent recurrent pain: A population-based approach. Pain, 138(1), 11–21.

    PubMed  Google Scholar 

  • Substance Abuse and Mental Health Services Administration. (2017). Key substance use and mental health indicators in the United States: Results from the 2016 National Survey on Drug Use and Health (HHS Publication No. SMA 17-5044). Rockville, MD: Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration. Retrieved from https://www.samhsa.gov/data/.

  • Sullivan, M. D., Edlund, M. J., Zhang, L., Unützer, J., & Wells, K. B. (2006). Association between mental health disorders, problem drug use, and regular prescription opioid use. Archives of Internal Medicine, 166(19), 2087–2093.

    PubMed  Google Scholar 

  • Taylor, S. E. (2015). Health psychology (Ninth). New York, NY: McGraw-Hill Education.

    Google Scholar 

  • Tomaszewski, D. M., Arbuckle, C., Yang, S., & Linstead, E. (2018). Trends in opioid use in pediatric patients in US emergency departments from 2006 to 2015. JAMA Network Open, 1(8), e186161–e186161.

    PubMed  PubMed Central  Google Scholar 

  • Turk, D. C., & Okifuji, A. (1997). What factors affect physicians’ decisions to prescribe opioids for chronic noncancer pain patients? The Clinical Journal of Pain, 13(4), 330–336.

    PubMed  CAS  Google Scholar 

  • Voepel-Lewis, T., Merkel, S., Tait, A. R., Trzcinka, A., & Malviya, S. (2002). The reliability and validity of the Face, Legs, Activity, Cry, Consolability observational tool as a measure of pain in children with cognitive impairment. Anesthesia & Analgesia, 95(5), 1224–1229.

    Google Scholar 

  • Waghorn, G., Chant, D., White, P., & Whiteford, H. (2005). Disability, employment and work performance among people with ICD-10 anxiety disorders. Australian and New Zealand Journal of Psychiatry, 39(1–2), 55–66.

    Google Scholar 

  • Weersing, V. R., Rozenman, M. S., Maher-Bridge, M., & Campo, J. V. (2012). Anxiety, depression, and somatic distress: Developing a transdiagnostic internalizing toolbox for pediatric practice. Cognitive and Behavioral Practice, 19(1), 68–82.

    PubMed  PubMed Central  Google Scholar 

  • Whiteside, L. K., Russo, J., Wang, J., Ranney, M. L., Neam, V., & Zatzick, D. F. (2016). Predictors of sustained prescription opioid use after admission for trauma in adolescents. Journal of Adolescent Health, 58(1), 92–97.

    Google Scholar 

  • Womer, J., Zhong, W., Kraemer, F. W., Maxwell, L. G., Ely, E. A., Faerber, J. A., … Feudtner, C. (2014). Variation of opioid use in pediatric inpatients across hospitals in the US. Journal of Pain and Symptom Management, 48(5), 903–914.

  • Zhang, Z., Kim, H. J., Lonjon, G., & Zhu, Y. (2019). Balance diagnostics after propensity score matching. Annals of Translational Medicine, 7(1), 16.

    PubMed  PubMed Central  CAS  Google Scholar 

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Funding

Data collection, study analyses, and manuscript preparation were funded by support from the Kay Family Foundation, Chapman University. The authors have no financial relationships relevant to this article to disclose.

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Correspondence to Brooke N. Jenkins.

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Conflict of interest

Dr. Zeev N. Kain serves as a consultant for Edwards Lifesciences, Medtronic and Huron consulting, is the President of the American College of Perioperative Medicine, and a speaker for Covidien and Owner of Progressive Medical Services.

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All procedures performed in this study were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

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This study involved a secondary analysis of electronic medical record information; thus, individual informed consent was not obtained.

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Donaldson, C.D., Kain, Z.N., Ehwerhemuepha, L. et al. Anxiety and Mood Disorders Impacting Physician Opioid Prescribing in the Pediatric Hospital Setting. J Clin Psychol Med Settings 28, 757–770 (2021). https://doi.org/10.1007/s10880-021-09763-7

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