Why Are There So Many Ways to Measure Pain? Epistemological and Professional Challenges in Medical Standardization

Authors

DOI:

https://doi.org/10.18778/1733-8077.21.1.03

Keywords:

Chronic Pain, Consensus Recommendations, Data Harmonization, Interdisciplinarity, Measurement, Standardization, Validity

Abstract

Pain is a profoundly subjective phenomenon, which remains largely impenetrable to the tools of biomedicine. How, then, do pain researchers—specifically, quantitative medical researchers whose work is predicated on transforming pain into numbers—measure pain in their studies? How do they select and justify specific measures, and does this process lead to measurement standardization? This article analyzes 79 published medical studies about low back pain (LBP) and 20 interviews with pain experts (including 15 with authors of the reviewed studies) to address these questions. Findings reveal that LBP researchers use an extremely diverse set of outcome measures in their studies, typically based on patient self-report. The subjectivity and interpersonal incomparability of self-reports are widely acknowledged but treated as largely unproblematic—a matter of acceptable measurement error rather than “epistemological purgatory” (Barker 2005). However, researchers frequently disagree on what constitutes a “pain measure.” Many respond to the considerable challenge of treating pain intensity by redefining their work—sometimes in the face of resistance from patients—around other, putatively more treatable domains, such as disability. The diverse, arguably unstandardized approaches to measuring pain appear attributable less to pain’s epistemological fragility than to its therapeutic intractability, and to the medical community’s diffuse social structures and professional goals.

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Author Biography

Hanna Grol-Prokopczyk, University at Buffalo, State University of New York

Hanna Grol-Prokopczyk is an Associate Professor of Sociology at the University at Buffalo, State University of New York. She is a medical sociologist who uses qualitative and quantitative methods to study the measurement of pain and other subjectively-described health conditions. She also studies social determinants of pain, and consequences of pain (such as opioid use, disability, and mortality). She received her Ph.D. from the University of Wisconsin-Madison.

References

Aicher, Bernhard et al. 2012. “Pain Measurement: Visual Analogue Scale (VAS) and Verbal Rating Scale (VRS) in Clinical Trials with OTC Analgesics in Headache.” Cephalalgia 32(3):185-197.
Google Scholar DOI: https://doi.org/10.1177/0333102411430856

Balagué, Federico et al. 1999. “Recovery of Severe Sciatica.” Spine 24(23):2516-2524.
Google Scholar DOI: https://doi.org/10.1097/00007632-199912010-00014

Barker, Kristin. 2005. The Fibromyalgia Story: Medical Authority & Women’s Worlds of Pain. Philadelphia: Temple University Press.
Google Scholar

Baszanger, Isabelle. 1992. “Deciphering Chronic Pain.” Sociology of Health & Illness 14(2):181-215.
Google Scholar DOI: https://doi.org/10.1111/1467-9566.ep11343694

Bekkering, Geertruida E. et al. 2005. “Prognostic Factors for Low Back Pain in Patients Referred for Physiotherapy: Comparing Outcomes and Varying Modeling Techniques.” Spine 30(16):1881-1886.
Google Scholar DOI: https://doi.org/10.1097/01.brs.0000173901.64181.db

Borkan, Jeffrey et al. 1995. “Talking about the Pain: A Patient-Centered Study of Low Back Pain in Primary Care.” Social Science & Medicine 40(7):977-988.
Google Scholar DOI: https://doi.org/10.1016/0277-9536(94)00156-N

Brötz, Doris et al. 2003. “A Prospective Trial of Mechanical Physiotherapy for Lumbar Disk Prolapse.” Journal of Neurology 250(6):746-749.
Google Scholar DOI: https://doi.org/10.1007/s00415-003-1077-1

Burton, A. Kim et al. 2004. “Long-Term Follow-Up of Patients with Low Back Pain Attending for Manipulative Care: Outcomes and Predictors.” Manual Therapy 9(1):30-35.
Google Scholar DOI: https://doi.org/10.1016/S1356-689X(03)00052-3

Cassar-Pullicino, Victor. 1998. “MRI of the Ageing and Herniating Intervertebral Disc.” E uropean J ournal o f R adiology 27(3):214-228.
Google Scholar DOI: https://doi.org/10.1016/S0720-048X(97)00169-1

Collins, Daniel L., Joseph M. Evans, and Reed H. Grundy. 2006. “The Efficiency of Multiple Impulse Therapy for Musculoskeletal Complaints.” Journal of Manipulative and Physiological Therapeutics 29(2):162e1-162e9.
Google Scholar DOI: https://doi.org/10.1016/j.jmpt.2005.12.010

Davis, Karen D. et al. 2020. “Discovery and Validation of Biomarkers to Aid the Development of Safe and Effective Pain Therapeutics: Challenges and Opportunities.” Nature Reviews Neurology 16(7):381-400.
Google Scholar DOI: https://doi.org/10.1038/s41582-020-0362-2

Derksen, Linda. 2002. “Towards a Sociology of Measurement: The Meaning of Measurement Error in the Case of DNA Profiling.” Social Studies of Science 30(6):803-845.
Google Scholar DOI: https://doi.org/10.1177/030631200030006001

Deyo, Richard A. et al. 1998. “Outcome Measures for Low Back Pain Research: A Proposal for Standardized Use.” Spine 3(18):2003-2013.
Google Scholar DOI: https://doi.org/10.1097/00007632-199809150-00018

Dunn, Kate M., Kelvin Jordan, and Peter R. Croft. 2006. “Characterizing the Course of Low Back Pain: A Latent Class Analysis.” American Journal of Epidemiology 163(8):754-761.
Google Scholar DOI: https://doi.org/10.1093/aje/kwj100

Dworkin, Robert H. et al. 2005. “Core Outcome Measures for Chronic Pain Clinical Trials: IMMPACT Recommendations.” Pain 113(1):9-19.
Google Scholar DOI: https://doi.org/10.1016/j.pain.2004.09.012

Elliott, Alison M., Blair H. Smith, and W. Alastair Chambers. 2003. “Measuring the Severity of Chronic Pain: A Research Perspective.” Expert Review of Neurotherapeutics 3(5):581-590.
Google Scholar DOI: https://doi.org/10.1586/14737175.3.5.581

Ferguson, Sue A. et al. 2001. “Predicting Recovery Using Continuous Low Back Pain Outcome Measures.” Spine Journal 1(1):57-65.
Google Scholar DOI: https://doi.org/10.1016/S1529-9430(01)00003-1

Fortier, Isabel et al. 2012. “Harmonizing Data for Collaborative Research on Aging: Why Should We Foster Such an Agenda?” Canadian Journal on Aging 31(1):95-99.
Google Scholar DOI: https://doi.org/10.1017/S0714980811000729

Fujimura, Joan. 1996. Crafting Science: A Sociohistory of the Quest for the Genetics of Cancer. Cambridge, MA: Harvard University Press.
Google Scholar DOI: https://doi.org/10.4159/harvard.9780674332874

Giles, Lynton G. F. and Reinhold Muller. 2003. “Chronic Spinal Pain: A Randomized Clinical Trial Comparing Medication, Acupuncture, and Spinal Manipulation.” Spine 28(14):1490-1502.
Google Scholar DOI: https://doi.org/10.1097/01.BRS.0000077932.80560.02

Glaser, Barney and Anselm L. Strauss. 1967. The Discovery of Grounded Theory: Strategies for Qualitative Research. New York: Aldine Publishing Company.
Google Scholar

Glenton, Claire. 2003. “Chronic Back Pain Sufferers—Striving for the Sick Role.” Social Science & Medicine 57(11):2243-2252.
Google Scholar DOI: https://doi.org/10.1016/S0277-9536(03)00130-8

Graf, Jonathan. 2010. “Analgesic Use in the Elderly: The ‘Pain’ and Simple Truth.” Archives of Internal Medicine 170(22):1976-1978.
Google Scholar DOI: https://doi.org/10.1001/archinternmed.2010.442

Helmhout, Pieter H. et al. 2008. “Isolated Lumbar Extensor Strengthening versus Regular Physical Therapy in an Army Working Population with Nonacute Low Back Pain: A Randomized Controlled Trial.” Archives of Physical Medicine and Rehabilitation 89(9):1675-1685.
Google Scholar DOI: https://doi.org/10.1016/j.apmr.2007.12.050

Hjermstad, Marianne Jensen et al. 2011. “Studies Comparing Numerical Rating Scales, Verbal Rating Scales, and Visual Analogue Scales for Assessment of Pain Intensity in Adults: A Systematic Literature Review.” Journal of Pain and Symptom Management 41(6):1073-1093.
Google Scholar DOI: https://doi.org/10.1016/j.jpainsymman.2010.08.016

Hoffman, Kelly M. et al. 2016. “Racial Bias in Pain Assessment and Treatment Recommendations, and False Beliefs about Biological Differences between Blacks and Whites.” Proceedings of the National Academy of Sciences of the United States of America 113(16):4296-4301.
Google Scholar DOI: https://doi.org/10.1073/pnas.1516047113

IASP [International Association for the Study of Pain] website. Retrieved December 30, 2024 https://www.iasp-pain.org/membership/
Google Scholar

Institute of Medicine; Committee on Pain, Disability, and Chronic Illness Behavior. 1987. Pain and Disability: Clinical, Behavioral, and Public Policy Perspectives. Washington, DC: National Academies Press.
Google Scholar

Institute of Medicine; Committee on Advancing Pain Research, Care, and Education. 2011. Relieving Pain in America: A Blueprint for Transforming Prevention, Care, Education, and Research. Washington, DC: National Academies Press.
Google Scholar

Jackson, Jean. 2011. “Pain: Pain and Bodies.” Pp. 370-387 in A Companion to the Anthropology of the Body and Embodiment, edited by F. Mascia-Lees. West Sussex: Blackwell Publishing.
Google Scholar DOI: https://doi.org/10.1002/9781444340488.ch21

Jensen, Tue Secher et al. 2007. “Magnetic Resonance Imaging Findings as Predictors of Clinical Outcome in Patients with Sciatica Receiving Active Conservative Treatment.” Journal of Manipulative and Physiological Therapeutics 30(2):98-108.
Google Scholar DOI: https://doi.org/10.1016/j.jmpt.2006.12.004

Kamper, Steven J. et al. 2010. “How Little Pain and Disability Do Patients with Low Back Pain Have to Experience to Feel That They Have Recovered?” European Spine Journal 19(9):1495-1501.
Google Scholar DOI: https://doi.org/10.1007/s00586-010-1366-1

Kamper, Steven J. et al. 2011. “How Is Recovery from Low Back Pain Measured? A Systematic Review of the Literature.” European Spine Journal 20(1):9-18.
Google Scholar DOI: https://doi.org/10.1007/s00586-010-1477-8

Kenny, Diana T. 2004. “Constructions of Chronic Pain in Doctor-Patient Relationships: Bridging the Communication Chasm.” Patient Education and Counseling 52(3):297-305.
Google Scholar DOI: https://doi.org/10.1016/S0738-3991(03)00105-8

Latour, Bruno. 1987. Science in Action: How to Follow Scientists and Engineers through Society. Cambridge, MA: Harvard University Press.
Google Scholar

Luijsterburg, Pim et al. 2008. “Physical Therapy Plus General Practitioners’ Care versus General Practitioners’ Care Alone for Sciatica: A Randomised Clinical Trial with a 12-Month Follow-Up.” European Spine Journal 17(4):509-517.
Google Scholar DOI: https://doi.org/10.1007/s00586-007-0569-6

McCaffery, Margo and D. M. Thorpe. 1989. “Differences in Perception of Pain and the Development of Adversarial Relationships among Health Care Providers.” Pp. 113-125 in Advances in Pain Research and Therapy, Volume 11, edited by Ch. S. Hill and W. S. Fields. New York: Raven.
Google Scholar

McGuirk, Brian et al. 2001. “Safety, Efficacy, and Cost Effectiveness of Evidence-Based Guidelines for the Management of Acute Low Back Pain in Primary Care.” Spine 26(23):2615-2622.
Google Scholar DOI: https://doi.org/10.1097/00007632-200112010-00017

Mehling, Wolf E. et al. 2005. “Randomized, Controlled Trial of Breath Therapy for Patients with Chronic Low-Back Pain.” Alternative Therapies 11(4):44-52.
Google Scholar

Mulla, Sohail M. et al. 2015. “Reporting of IMMPACT-Recommended Core Outcome Domains among Trials Assessing Opioids for Chronic Non-Cancer Pain.” Pain 156(9):1615-1619.
Google Scholar DOI: https://doi.org/10.1097/j.pain.0000000000000241

Ozturk, Bulent et al. 2006. “Effect of Continuous Lumbar Traction on the Size of Herniated Disc Material in Lumbar Disc Herniation.” Rheumatology International 26(7):622-626.
Google Scholar DOI: https://doi.org/10.1007/s00296-005-0035-x

Peul, Wilco C. et al. 2008. “Influence of Gender and other Prognostic Factors on Outcome of Sciatica.” Pain 138(1):180-191.
Google Scholar DOI: https://doi.org/10.1016/j.pain.2007.12.014

Raja, Srinivasa N. et al. 2020. “The Revised International Association for the Study of Pain Definition of Pain: Concepts, Challenges, and Compromises.” Pain 161(9):1976-1982.
Google Scholar DOI: https://doi.org/10.1097/j.pain.0000000000001939

Rattanatharn, Rattana et al. 2004. “Effectiveness of Lumbar Traction with Routine Conservative Treatment in Acute Herniated Disc Syndrome.” Journal of the Medical Association of Thailand 87(Suppl 2):S272-S277.
Google Scholar

Samulowitz, Anke et al. 2018. “‘Brave Men’ and ‘Emotional Women’: A Theory-Guided Literature Review on Gender Bias in Health Care and Gendered Norms towards Patients with Chronic Pain.” Pain Research and Management 2018:6358624.
Google Scholar DOI: https://doi.org/10.1155/2018/6358624

Scarry, Elaine. 1985. The Body in Pain. New York, Oxford: Oxford University Press.
Google Scholar

Schiavenato, Martin and Kenneth Craig. 2010. “Pain Assessment as a Social Transaction: Beyond the ‘Gold Standard.’” Clinical Journal of Pain 26(8):667-676.
Google Scholar DOI: https://doi.org/10.1097/AJP.0b013e3181e72507

Skillgate, Eva, Eva Vingård, and Lars Alfredsson. 2007. “Naprapathic Manual Therapy or Evidence-Based Care for Back and Neck Pain: A Randomized, Controlled Trial.” Clinical Journal of Pain 23(5):431-439.
Google Scholar DOI: https://doi.org/10.1097/AJP.0b013e31805593d8

Skloot, Rebecca. 2010. The Immortal Life of Henrietta Lacks. New York: Crown Publishers.
Google Scholar

Smeets, Rob J. E. M. et al. 2006. “Active Rehabilitation for Chronic Low Back Pain: Cognitive-Behavioral, Physical, or Both? First Direct Post-Treatment Results from a Randomized Controlled Trial.” BMC Musculoskeletal Disorders 7:5.
Google Scholar DOI: https://doi.org/10.1186/1471-2474-7-5

Smith, Marion V. 2008. “Pain Experience and the Imagined Researcher.” Sociology of Health & Illness 30(7):992-1006.
Google Scholar DOI: https://doi.org/10.1111/j.1467-9566.2008.01096.x

Smith, Shannon M. et al. 2013. “Discrepancies between Registered and Published Primary Outcome Specifications in Analgesic Trials: ACTTION Systematic Review and Recommendations.” Pain 154(12):2769-2774.
Google Scholar DOI: https://doi.org/10.1016/j.pain.2013.08.011

Smith, Shannon M. et al. 2015. “Quality of Pain Intensity Assessment Reporting: ACTTION Systematic Review and Recommendations.” The Journal of Pain 16(4):299-305.
Google Scholar DOI: https://doi.org/10.1016/j.jpain.2015.01.004

Timmermans, Stefan and Marc Berg. 1997. “Standardization in Action: Achieving Local Universality through Medical Protocols.” Social Studies of Science 27(2):273-305.
Google Scholar DOI: https://doi.org/10.1177/030631297027002003

Timmermans, Stefan and Steven Epstein. 2010. “A World of Standards but Not a Standard World: Toward a Sociology of Standards and Standardization.” Annual Review of Sociology 36:69-89.
Google Scholar DOI: https://doi.org/10.1146/annurev.soc.012809.102629

Treede, Rolf-Detlef et al. 2015. “A Classification of Chronic Pain for ICD-11.” Pain 156(6):1003-1007.
Google Scholar DOI: https://doi.org/10.1097/j.pain.0000000000000160

Tubach, Florence, Julien Beauté, and Annette Leclerc. 2004. “Natural History and Prognostic Indicators of Sciatica.” Journal of Clinical Epidemiology 57(2):174-179.
Google Scholar DOI: https://doi.org/10.1016/S0895-4356(03)00257-9

Tugwell, Peter et al. 2007. “OMERACT: An International Initiative to Improve Outcome Measurement in Rheumatology.” Trials 8:38.
Google Scholar DOI: https://doi.org/10.1186/1745-6215-8-38

Turk, Dennis C. et al. 2003. “Core Outcome Domains for Chronic Pain Clinical Trials: IMMPACT Recommendations.” Pain 106(3):337-345.
Google Scholar DOI: https://doi.org/10.1016/j.pain.2003.08.001

Turk, Dennis C. et al. 2008a. “Identifying Important Outcome Domains for Chronic Pain Clinical Trials: An IMMPACT Survey of People with Pain.” Pain 137(2):276-285.
Google Scholar DOI: https://doi.org/10.1016/j.pain.2007.09.002

Turk, Dennis C. et al. 2008b. “Analyzing Multiple Endpoints in Clinical Trials of Pain Treatments: IMMPACT Recommendations.” PAIN 139(3):485-493.
Google Scholar DOI: https://doi.org/10.1016/j.pain.2008.06.025

Turk, Dennis C., Hilary D. Wilson, and Alex Cahana. 2011. “Treatment of Chronic Non-Cancer Pain.” Lancet 377(9784):2226-2235.
Google Scholar DOI: https://doi.org/10.1016/S0140-6736(11)60402-9

Unlu, Zeliha et al. 2008. “Comparison of 3 Physical Therapy Modalities for Acute Pain in Lumbar Disc Herniation Measured by Clinical Evaluation and Magnetic Resonance Imaging.” Journal of Manipulative and Physiological Therapeutics 31(3):191-198.
Google Scholar DOI: https://doi.org/10.1016/j.jmpt.2008.02.001

VanDenKerkhof, Elizabeth G., Madelon L. Peters, and Julie Bruce. 2013. “Chronic Pain after Surgery: Time for Standardization? A Framework to Establish Core Risk Factor and Outcome Domains for Epidemiological Studies.” Clinical Journal of Pain 29(1):2-8.
Google Scholar DOI: https://doi.org/10.1097/AJP.0b013e31824730c2

Van der Roer, Nicole et al. 2008. “Economic Evaluation of an Intensive Group Training Protocol Compared with Usual Care Physiotherapy in Patients with Chronic Low Back Pain.” Spine 33(4):445-451.
Google Scholar DOI: https://doi.org/10.1097/BRS.0b013e318163fa59

Vingård, Eva et al. 2002. “Seeking Care for Low Back Pain in the General Population: A Two-Year Follow-Up Study: Results from the MUSIC-Norrtalje Study.” Spine 27(19):2159-2165.
Google Scholar DOI: https://doi.org/10.1097/00007632-200210010-00016

Wager, Tor D. et al. 2013. “An fMRI-Based Neurologic Signature of Physical Pain.” New England Journal of Medicine 368(15):1388-1397.
Google Scholar DOI: https://doi.org/10.1056/NEJMoa1204471

Whelan, Emma. 2003. “Putting Pain to Paper: Endometriosis and the Documentation of Suffering.” Health 7(4):463-482.
Google Scholar DOI: https://doi.org/10.1177/13634593030074005

Whelan, Emma. 2009. “How Classification Works, or Doesn’t: The Case of Chronic Pain.” Pp. 169-182 in The SAGE Handbook of Case-Based Methods, edited by D. Byrne and Ch. Ragin. London: Sage.
Google Scholar DOI: https://doi.org/10.4135/9781446249413.n10

Zajacova, Anna, Hanna Grol-Prokopczyk, and Zachary Zimmer. 2021. “Sociology of Chronic Pain.” Journal of Health and Social Behavior 62(3):302-317.
Google Scholar DOI: https://doi.org/10.1177/00221465211025962

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2025-01-31

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Grol-Prokopczyk, H. (2025). Why Are There So Many Ways to Measure Pain? Epistemological and Professional Challenges in Medical Standardization. Qualitative Sociology Review, 21(1), 46–72. https://doi.org/10.18778/1733-8077.21.1.03

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