Skip to main content
Top
Gepubliceerd in: Journal of Behavioral Medicine 5/2022

01-08-2022

Identifying the risk of opioid misuse in a chronic pain population: the utility of the MMPI-2-RF personality psychopathology five (PSY-5-RF) and higher-order scales

Auteurs: Madeline J. Giblin, Millie Cordaro, Kelly Haskard-Zolnierek, Krista Jordan, Catherine Bitney, Krista Howard

Gepubliceerd in: Journal of Behavioral Medicine | Uitgave 5/2022

Log in om toegang te krijgen
share
DELEN

Deel dit onderdeel of sectie (kopieer de link)

  • Optie A:
    Klik op de rechtermuisknop op de link en selecteer de optie “linkadres kopiëren”
  • Optie B:
    Deel de link per e-mail

Abstract

Prescription-related opioid misuse, especially in chronic pain populations, is an ongoing problem and is related to increased mortality. The purpose of this study was to assess the utility of two restructured scales of the MMPI-2-RF: the Personality Psychopathology Five (PSY-5-RF) and the Higher-Order Scales to determine which of their subscales may be beneficial for identifying the risk of opioid misuse in a chronic pain population. A sample of 136 patients with chronic disabling occupational musculoskeletal disorders completed the MMPI-2-RF and the Current Opioid Misuse Measure (COMM) upon admission to a functional restoration program. The PSY-5-RF and H–O subscales were correlated with the baseline COMM scores. Correlation analyses, ROC curve analyses, and multiple binary logistic regression models were developed to determine which subscales were most associated with elevated COMM scores. The results of the regression analyses suggest that Scale elevations on two of the PSY-5-RF Scales and two Higher-Order Scales of the MMPI-2-RF demonstrated significant associations with elevated COMM scores, thus exhibiting the utility of these subscales in identifying the risk of opioid misuse among chronic pain patients. These findings are clinically meaningful in underscoring the importance of identifying specific personality traits as potential predictors of opioid misuse, and identifying those at risk through careful screening. Clinical implications based on each of the PSY-5-RF and H–O scales significantly associated with elevated COMM scores are discussed.
Literatuur
go back to reference Aguerrevere, L. E., et al. (2017). Clusters of financially incentivized chronic pain patients using the Minnesota Multiphasic Personality Inventory-2 Revised Form (MMPI-2-RF). Psychological Assessment, 38, 497–504. Aguerrevere, L. E., et al. (2017). Clusters of financially incentivized chronic pain patients using the Minnesota Multiphasic Personality Inventory-2 Revised Form (MMPI-2-RF). Psychological Assessment, 38, 497–504.
go back to reference American_Psychiatric_Association, Diagnostic and statistical manual of mental disorders (5th ed.). 2013, Arlington, VA: American Psychiatric Publishing. American_Psychiatric_Association, Diagnostic and statistical manual of mental disorders (5th ed.). 2013, Arlington, VA: American Psychiatric Publishing.
go back to reference Anderson, J. L., et al. (2015). Measurement of DSM-5 section II personality disorder constructs using the MMPI-2-RF in clinical and forensic samples. Psychological Assessment, 27(3), 786–800.PubMedCrossRef Anderson, J. L., et al. (2015). Measurement of DSM-5 section II personality disorder constructs using the MMPI-2-RF in clinical and forensic samples. Psychological Assessment, 27(3), 786–800.PubMedCrossRef
go back to reference Arnow, B. A., et al. (2011). Catastrophizing, depression and pain-related disability. General Hospital Psychiatry, 33, 150–156.PubMedCrossRef Arnow, B. A., et al. (2011). Catastrophizing, depression and pain-related disability. General Hospital Psychiatry, 33, 150–156.PubMedCrossRef
go back to reference Arteta, J., et al. (2016). Evaluation of how depression and anxiety mediate the relationship between pain catastrophizing and prescription opioid misuse in a chronic pain population. Pain Medicine, 17, 295–303.PubMed Arteta, J., et al. (2016). Evaluation of how depression and anxiety mediate the relationship between pain catastrophizing and prescription opioid misuse in a chronic pain population. Pain Medicine, 17, 295–303.PubMed
go back to reference Ashrafioun, L., et al. (2017). Frequency of prescription opioid misuse and suicidal ideation, planning and attempts. Journal of Psychiatric Research, 92, 1–7.PubMedCrossRef Ashrafioun, L., et al. (2017). Frequency of prescription opioid misuse and suicidal ideation, planning and attempts. Journal of Psychiatric Research, 92, 1–7.PubMedCrossRef
go back to reference Belding, M. A., et al. (1998). MMPI profiles of opiate addicts: Predicting response to treatment. Journal of Personality Assessment, 70, 324–339.PubMedCrossRef Belding, M. A., et al. (1998). MMPI profiles of opiate addicts: Predicting response to treatment. Journal of Personality Assessment, 70, 324–339.PubMedCrossRef
go back to reference Ben-Porath, Y.S. and A. Tellegen, MMPI–2–RF: Manual for administration, scoring, and interpretation. 2008/2011, Minneapolis: University of Minnesota Press. Ben-Porath, Y.S. and A. Tellegen, MMPI–2–RF: Manual for administration, scoring, and interpretation. 2008/2011, Minneapolis: University of Minnesota Press.
go back to reference Ben-Porath, Y. S. (2012). Interpreting the MMPI-2-RF. University of Minnesota Press. Ben-Porath, Y. S. (2012). Interpreting the MMPI-2-RF. University of Minnesota Press.
go back to reference Bianchini, K. J., et al. (2018). Classification accuracy of the Minnesota Multiphasic Personality Inventory-2 (MMPI-2)-Restructured Form Validity Scales in detecting malingered pain-relating disability. Psychological Assessment, 30, 857–869.PubMedCrossRef Bianchini, K. J., et al. (2018). Classification accuracy of the Minnesota Multiphasic Personality Inventory-2 (MMPI-2)-Restructured Form Validity Scales in detecting malingered pain-relating disability. Psychological Assessment, 30, 857–869.PubMedCrossRef
go back to reference Block, A. R., Ben-Porath, Y. S., & Marek, R. J. (2012). Psychological risk factors for poor outcome of spine surgery and spinal cord simulator implant: A review of the literature and their assessment with the MMPI-2-RF. The Clinical Neuropsychologist, 27, 81–107.PubMedCrossRef Block, A. R., Ben-Porath, Y. S., & Marek, R. J. (2012). Psychological risk factors for poor outcome of spine surgery and spinal cord simulator implant: A review of the literature and their assessment with the MMPI-2-RF. The Clinical Neuropsychologist, 27, 81–107.PubMedCrossRef
go back to reference Center_for_Disease_Control_and_Prevention, Opioid prescribing: Where you live matters. 2017. Center_for_Disease_Control_and_Prevention, Opioid prescribing: Where you live matters. 2017.
go back to reference Conrad, R., et al. (2007). Temperament and character personality profiles and personality disorders in chronic pain patients. Pain, 133, 197–209.PubMedCrossRef Conrad, R., et al. (2007). Temperament and character personality profiles and personality disorders in chronic pain patients. Pain, 133, 197–209.PubMedCrossRef
go back to reference Corp., I., IBM SPSS Statistics for Macintosh. 2017, IBM: Armonk, NY. Corp., I., IBM SPSS Statistics for Macintosh. 2017, IBM: Armonk, NY.
go back to reference Dahlhamer, J., et al. (2018). Prevalence of chronic pain and high-impact chronic pain among adults—United States. Morbidity and Mortality Weekly Report, 67, 1001–1006.PubMedPubMedCentralCrossRef Dahlhamer, J., et al. (2018). Prevalence of chronic pain and high-impact chronic pain among adults—United States. Morbidity and Mortality Weekly Report, 67, 1001–1006.PubMedPubMedCentralCrossRef
go back to reference Edlund, M. J., et al. (2007). Risk factors for clinically recognized opioid abuse and dependence among veterans using opioids for chronic non-cancer pain. Pain, 129, 355–362.PubMedCrossRef Edlund, M. J., et al. (2007). Risk factors for clinically recognized opioid abuse and dependence among veterans using opioids for chronic non-cancer pain. Pain, 129, 355–362.PubMedCrossRef
go back to reference Fazio, R. L., et al. (2014). MMPI-2-RF characteristics of individuals with interstitial cystitis. Journal of Psychosomatic Research, 77, 359–362.PubMedCrossRef Fazio, R. L., et al. (2014). MMPI-2-RF characteristics of individuals with interstitial cystitis. Journal of Psychosomatic Research, 77, 359–362.PubMedCrossRef
go back to reference Feingold, D., et al. (2017). Depression and anxiety among chronic pain patients receiving prescription opioids and medical marijuana. Journal of Affective Disorders, 218, 1–7.PubMedCrossRef Feingold, D., et al. (2017). Depression and anxiety among chronic pain patients receiving prescription opioids and medical marijuana. Journal of Affective Disorders, 218, 1–7.PubMedCrossRef
go back to reference Fishbain, D. (1999). Approaches to treatment decisions for psychiatric comorbidity in the management of the chronic pain patient. Medical Clinic of North America, 83, 737–759.CrossRef Fishbain, D. (1999). Approaches to treatment decisions for psychiatric comorbidity in the management of the chronic pain patient. Medical Clinic of North America, 83, 737–759.CrossRef
go back to reference Goldberg, D. S., & McGee, S. J. (2011). Pain as a global public health priority. BMC Public Health, 6, 770.CrossRef Goldberg, D. S., & McGee, S. J. (2011). Pain as a global public health priority. BMC Public Health, 6, 770.CrossRef
go back to reference Graham, J. R. (2012). MMPI–2: Assessing personality and psychopathology. Oxford University Press. Graham, J. R. (2012). MMPI–2: Assessing personality and psychopathology. Oxford University Press.
go back to reference Haggard, R. A., et al. (2008). Relationship between the MMPI-2 and psychosocial measures in a heterogeneous pain population. Rehabilitation Psychology, 53, 471–478.CrossRef Haggard, R. A., et al. (2008). Relationship between the MMPI-2 and psychosocial measures in a heterogeneous pain population. Rehabilitation Psychology, 53, 471–478.CrossRef
go back to reference Harkness, A.R. and J.L. McNulty, (1994) The Personality Psychopathology Five (PSY-5): Issues from the pages of a diagnostic manual instead of a dictionary. Differentiating Normal and Abnormal Personality, In: (Eds). E. S. Strack & M. Lorr. , Springer Publishing Company: New York, NY. Harkness, A.R. and J.L. McNulty, (1994) The Personality Psychopathology Five (PSY-5): Issues from the pages of a diagnostic manual instead of a dictionary. Differentiating Normal and Abnormal Personality, In: (Eds). E. S. Strack & M. Lorr. , Springer Publishing Company: New York, NY.
go back to reference Ives, T. J., et al. (2006). Predictors of opioid misuse in patients with chronic pain: A prospective cohort study. BMC Health Services Research, 46, 1–10. Ives, T. J., et al. (2006). Predictors of opioid misuse in patients with chronic pain: A prospective cohort study. BMC Health Services Research, 46, 1–10.
go back to reference Jamison, R., Link, C. L., & Marceau, L. D. (2009). Do pain patients at high risk for substance misuse experience more pain?: A longitudinal outcomes study. Pain Medicine, 10, 1084–1094.PubMedCrossRef Jamison, R., Link, C. L., & Marceau, L. D. (2009). Do pain patients at high risk for substance misuse experience more pain?: A longitudinal outcomes study. Pain Medicine, 10, 1084–1094.PubMedCrossRef
go back to reference Jurcik, D., Sundaram, A. H., & Jamison, R. N. (2015). Chronic pain, negative affect and prescription opioid abuse. Current Opinions in Psychology, 5, 42–49.CrossRef Jurcik, D., Sundaram, A. H., & Jamison, R. N. (2015). Chronic pain, negative affect and prescription opioid abuse. Current Opinions in Psychology, 5, 42–49.CrossRef
go back to reference Kinney, R. K., et al. (1993). Prevalence of psychopathology in acute and chronic low back pain patients. Journal of Occupational Rehabilitation, 3 95–103.PubMedCrossRef Kinney, R. K., et al. (1993). Prevalence of psychopathology in acute and chronic low back pain patients. Journal of Occupational Rehabilitation, 3 95–103.PubMedCrossRef
go back to reference Kleinke, C. L. (1994). MMPI Scales as predictors of pain-coping strategies preferred by patients with chronic pain. Rehabilitation Psychology, 39, 123–128.CrossRef Kleinke, C. L. (1994). MMPI Scales as predictors of pain-coping strategies preferred by patients with chronic pain. Rehabilitation Psychology, 39, 123–128.CrossRef
go back to reference Lawrence, R., Mogford, D., & Colvin, L. (2017). Systematic review to determine which validated measurement tools can be used to assess risk of problematic analgesic use in patients with chronic pain. British Journal of Anaesthesia, 119, 1092–1109.PubMedCrossRef Lawrence, R., Mogford, D., & Colvin, L. (2017). Systematic review to determine which validated measurement tools can be used to assess risk of problematic analgesic use in patients with chronic pain. British Journal of Anaesthesia, 119, 1092–1109.PubMedCrossRef
go back to reference Littlejohn, C., Baldacchino, A., & Bannister, J. (2004). Chronic non-cancer pain and opioid dependence. Journal of the Royal Society of Medicine, 97, 62–65.PubMedPubMedCentralCrossRef Littlejohn, C., Baldacchino, A., & Bannister, J. (2004). Chronic non-cancer pain and opioid dependence. Journal of the Royal Society of Medicine, 97, 62–65.PubMedPubMedCentralCrossRef
go back to reference Martel, M. O., et al. (2014). The association between negative affect and prescription opioid misuse in patients with chronic pain: The mediating role of opioid craving. The Journal of Pain, 15, 90–100.PubMedCrossRef Martel, M. O., et al. (2014). The association between negative affect and prescription opioid misuse in patients with chronic pain: The mediating role of opioid craving. The Journal of Pain, 15, 90–100.PubMedCrossRef
go back to reference McCord, D. M., & Drerup, L. C. (2011). Relative practical utility of the Minnesota Multiphasic Personality Inventory-2 Restructured Clinical Scales versus the Clinical Scales in a chronic pain patient sample. Journal of Clinical and Experimental Neuropsychology, 33, 140–146.PubMedCrossRef McCord, D. M., & Drerup, L. C. (2011). Relative practical utility of the Minnesota Multiphasic Personality Inventory-2 Restructured Clinical Scales versus the Clinical Scales in a chronic pain patient sample. Journal of Clinical and Experimental Neuropsychology, 33, 140–146.PubMedCrossRef
go back to reference McKernan, L. C., et al. (2015). Further evidence of self-medication: Personality factors influencing drug choice in substance use disorders. Psychodynamic Psychiatry, 43, 243–276.PubMedCrossRef McKernan, L. C., et al. (2015). Further evidence of self-medication: Personality factors influencing drug choice in substance use disorders. Psychodynamic Psychiatry, 43, 243–276.PubMedCrossRef
go back to reference Melzer, E. C., et al. (2011). Identifying prescription opioid use disorder in primary care: Diagnostic characteristics of the Current Opioid Misuse Measure (COMM). Pain, 152, 297–402. Melzer, E. C., et al. (2011). Identifying prescription opioid use disorder in primary care: Diagnostic characteristics of the Current Opioid Misuse Measure (COMM). Pain, 152, 297–402.
go back to reference Naylor, B., Boag, S., & Gustin, S. M. (2017). New evidence for a pain personality? A critical review of the last 120 years of pain and personality. Scandinavian Journal of Pain, 17, 58–67.PubMedCrossRef Naylor, B., Boag, S., & Gustin, S. M. (2017). New evidence for a pain personality? A critical review of the last 120 years of pain and personality. Scandinavian Journal of Pain, 17, 58–67.PubMedCrossRef
go back to reference Portenoy, R.K., et al., 2004 Acute and chronic pain, in Substance Abuse: A Comprehensive Textbook. In: W.W.E. In Lippincott, (Eds.). Philadelphia, PA. pp. 863–904. Portenoy, R.K., et al., 2004 Acute and chronic pain, in Substance Abuse: A Comprehensive Textbook. In: W.W.E. In Lippincott, (Eds.). Philadelphia, PA. pp. 863–904.
go back to reference Rudd, R. A., et al. (2016). Increases in drug and opioid-involved overdose deaths - United States, 2010–2015. MMWR Morb Mortal Wkly Report, 65, 1445–1452.CrossRef Rudd, R. A., et al. (2016). Increases in drug and opioid-involved overdose deaths - United States, 2010–2015. MMWR Morb Mortal Wkly Report, 65, 1445–1452.CrossRef
go back to reference Scholl, L., et al. (2018). Drug and opioid-involved overdose deaths—United States 2013–2017. Morbidity and Mortality Weekly Report, 65, 1445–1452. Scholl, L., et al. (2018). Drug and opioid-involved overdose deaths—United States 2013–2017. Morbidity and Mortality Weekly Report, 65, 1445–1452.
go back to reference Simoni-Wastila, L., & Strickler, G. (2004). Risk factors associated with problem use of prescription drugs. American Journal of Public Health, 94, 266–268.PubMedPubMedCentralCrossRef Simoni-Wastila, L., & Strickler, G. (2004). Risk factors associated with problem use of prescription drugs. American Journal of Public Health, 94, 266–268.PubMedPubMedCentralCrossRef
go back to reference Slesinger, D., Archer, R. P., & Duane, W. (2002). MMPI-2 characteristics in a chronic pain population. Assessment, 9, 406–414.PubMedCrossRef Slesinger, D., Archer, R. P., & Duane, W. (2002). MMPI-2 characteristics in a chronic pain population. Assessment, 9, 406–414.PubMedCrossRef
go back to reference Tarescavage, A. M., Scheman, J., & Ben-Porath, Y. S. (2015). Reliability and validity of the Minnesota Multiphasic Personality Inventory-2-Restructured Form (MMPI-2-RF) in evaluations of chronic low back pain patients. Psychological Assessment, 27, 433–446.PubMedCrossRef Tarescavage, A. M., Scheman, J., & Ben-Porath, Y. S. (2015). Reliability and validity of the Minnesota Multiphasic Personality Inventory-2-Restructured Form (MMPI-2-RF) in evaluations of chronic low back pain patients. Psychological Assessment, 27, 433–446.PubMedCrossRef
go back to reference Vest, N., Reynolds, C. J., & Tragesser, S. L. (2016). Impulsivity and risk for prescription opioid misuse in a chronic pain patient sample. Addictive Behaviors, 60, 184–190.PubMedCrossRef Vest, N., Reynolds, C. J., & Tragesser, S. L. (2016). Impulsivity and risk for prescription opioid misuse in a chronic pain patient sample. Addictive Behaviors, 60, 184–190.PubMedCrossRef
go back to reference Voon, P., Karamouzian, M., & Kerr, T. (2017). Chronic pain and opioid misuse: A review of reviews. Addictive Behaviors, 60 184–190. Voon, P., Karamouzian, M., & Kerr, T. (2017). Chronic pain and opioid misuse: A review of reviews. Addictive Behaviors, 60 184–190.
go back to reference Vowles, K. E., et al. (2015). Rates of opioid misuse, abuse, and addiction in chronic pain: A systematic review and data synthesis. Pain, 156 569–576.PubMedCrossRef Vowles, K. E., et al. (2015). Rates of opioid misuse, abuse, and addiction in chronic pain: A systematic review and data synthesis. Pain, 156 569–576.PubMedCrossRef
go back to reference Webster, L. R., & Webster, R. M. (2005). Predicting aberrant behaviors in opioid-treated patients: Preliminary validation of the Opioid Risk Tool. Pain Medicine, 6, 432–442.PubMedCrossRef Webster, L. R., & Webster, R. M. (2005). Predicting aberrant behaviors in opioid-treated patients: Preliminary validation of the Opioid Risk Tool. Pain Medicine, 6, 432–442.PubMedCrossRef
go back to reference Wilsey, B. L., et al. (2008). Psychological comorbidities predicting prescription opioid abuse among patients in chronic pain presenting to the emergency department. Pain Medicine, 9, 1107–1117.PubMedCrossRef Wilsey, B. L., et al. (2008). Psychological comorbidities predicting prescription opioid abuse among patients in chronic pain presenting to the emergency department. Pain Medicine, 9, 1107–1117.PubMedCrossRef
Metagegevens
Titel
Identifying the risk of opioid misuse in a chronic pain population: the utility of the MMPI-2-RF personality psychopathology five (PSY-5-RF) and higher-order scales
Auteurs
Madeline J. Giblin
Millie Cordaro
Kelly Haskard-Zolnierek
Krista Jordan
Catherine Bitney
Krista Howard
Publicatiedatum
01-08-2022
Uitgeverij
Springer US
Gepubliceerd in
Journal of Behavioral Medicine / Uitgave 5/2022
Print ISSN: 0160-7715
Elektronisch ISSN: 1573-3521
DOI
https://doi.org/10.1007/s10865-022-00347-w

Andere artikelen Uitgave 5/2022

Journal of Behavioral Medicine 5/2022 Naar de uitgave