The DOI matches its Crossref record; 27 of the 28 references it cites were found in a registry or an index.
The validity and reliability of pain measures in adults with cancer
Open accessAbstract
To be most useful, clinical trials of cancer pain treatments should use pain measures that are both reliable and valid. A great variety of measures are now available that may be used to assess cancer pain. However, there are not yet any clear guidelines for selecting one or more measures over the others. The purpose of this article is to summarize the evidence concerning the validity and reliability of cancer pain measures. One hundred sixty-four articles were identified that provided psychometric data of pain measures among patients with cancer. The results indicate that commonly used single-item ratings of pain intensity are all valid and adequately reliable as measures of pain intensity, although some scales appear to be easier for patients with cancer to understand and to use than others. Multiple-item measures of pain intensity are reliable, but evidence concerning their validity is lacking. There is a paucity of research examining the psychometric properties of measures of cancer pain interference, pain relief, pain site, the temporal aspects of pain, and pain quality. This lack of evidence limits the conclusions that may be drawn concerning the reliability and validity of these other pain measures. Composite measures that combine ratings of pain intensity and pain interference into a single score appear to be both valid and reliable for describing patient populations, although their usefulness in clinical trials may be limited because they can obscure the contributions of intensity and interference to the total score. Proxy measures of cancer pain (pain ratings made by someone other than the patient) may be useful when patients are not able to provide pain ratings, but they should not be used as replacements for patient ratings when patient self-report measures are available. The discussion includes specific recommendations for selecting from among the available pain measures, as well as recommendations for future research into the assessment of cancer pain.
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“In the context of pain, the NRS has been proven to have good reliability and validity [53,54]. It is a valid measure of pain intensity (0–10) that is less influenced by present mood state [55]”
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“Rapid presentation of results may improve doctor-patient communication.(18,19) Computerized versions of pain body maps (CPBMs) make detailed pain markings possible, for example, with incorporation of pain intensity ratings for each location and descriptions of pain quality, depending on the sophistication of the softw…”
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“Research findings support the validity and reliability of numeric rating scales in adult cancer patients as briefly discussed in a review by Jensen (2003), and in children, both visual and numeric analogue scales of pain have shown evidence of validity and reliability as well (Cohen et al., 2008;…”
BackgroundPain Neuroscience Education in cancer survivors with persistent pain: A pilot study
Pas, R., Leysen, L., Goeij, W. D., Vossebeld, L., van Wilgen, P., Groef, A. D., & Kooning, M. D. (2020) · Journal of Bodywork and Movement Therapies · doi:10.1016/j.jbmt.2020.06.027 · Cited by 20
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Self-citationFactors Influencing Pain Expression in Patients with Cancer: An Expert Opinion
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Patterson, D. R., Hoffman, H. G., Chambers, G. T., Bennetts, D., Hunner, H. H., WIECHMAN, S. A., García‐Palacios, A., & Jensen, M. P. (2021) · International Journal of Clinical and Experimental Hypnosis · doi:10.1080/00207144.2021.1882259 · Cited by 23
“…is a psychological pain control technique that can help reduce acute procedural pain (Kendrick et al., 2016; Lang et al., 2000; Montgomery et al., 2000; Patterson, 2010; Patterson & Jensen, 2003; see also Kihlstrom, 1998; Lynn & Rhue, 1991; Rainville et al., 1997; Tataryn & Kihlstrom, 2017).”
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Transitions in Symptom Cluster Subgroups Among Men Undergoing Prostate Cancer Radiation Therapy
Dirksen, S. R., Belyea, M. J., Wong, W. W., & Epstein, D. R. (2015) · Cancer Nursing · doi:10.1097/ncc.0000000000000236 · Cited by 19
“Single-item pain intensity rating scales are a valid, reliable measure of cancer pain.(28) Depression was measured by the 20-item Center for Epidemiologic StudiesYDepression Scale with responses ranging from 0 (rarely or none of the time) to 3 (most or all of the time).”
MethodCella, D. F., Davis, M. P., Négrier, S., Figlin, R. A., Michaelson, M. D., Bushmakin, A. G., Cappelleri, J. C., Sandin, R., Korytowsky, B., Charbonneau, C., et al. (2014) · Cancer · doi:10.1002/cncr.28660 · Cited by 19
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Prostate cancer pain management: EAU guidelines on pain management
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“qualityof-life questionnaires, including the McGill Pain questionnaire, the Medical Outcomes Short-Form Health Survey Questionnaire 36 (SF-36) and the European Organisation for Research and Treatment of Cancer Quality of Life Core Questionnaire (EORTC QLQ-C30) [4–6].”
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Firoozabadi, R., Elhaddad, M., Drever, S. A., Soltani, M., Githens, M. F., Kleweno, C. P., Sharar, S. R., Patterson, D. R., & Hoffman, H. G. (2020) · Frontiers in Virtual Reality · doi:10.3389/frvir.2020.553492 · Cited by 19
“Such pain rating scales have been shown to be valid through their strong associations with other measures of pain intensity, as well as through their ability to detect treatment effects (Jensen and Karoly, 2001; Jensen, 2003; Hoffman et al., 2004).”
BackgroundDyspnea relief: More than just the perception of a decrease in dyspnea
Peiffer, C. (2009) · Respiratory Physiology & Neurobiology · doi:10.1016/j.resp.2009.04.001 · Cited by 21
Torres-Lacomba, M., Prieto-Gómez, V., Arranz-Martín, B., Ferrandez, J. C., Yuste-Sánchez, M. J., Navarro-Brazález, B., & Romay‐Barrero, H. (2021) · Physical Therapy · doi:10.1093/ptj/pzab314 · Cited by 18
Managing cancer pain: Frequently asked questions
Induru, R. R., & Lagman, R. L. (2011) · Cleveland Clinic Journal of Medicine · doi:10.3949/ccjm.78a.10054 · Cited by 19
Rehabilitation of patients with stroke: summary of SIGN guidance
Smith, L. N., James, R., Barber, M., Ramsay, S., Gillespie, D. C., Chung, C., & on behalf of the Guideline Development Group (2010) · BMJ · doi:10.1136/bmj.c2845 · Cited by 18
“Ask patients about pain and assess the severity of pain (using a validated pain assessment tool such as the visual analogue scale or numerical rating scale)”
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Creswell, K. G., Sayette, M. A., Schooler, J. W., Wright, A. G. C., & Pacilio, L. E. (2016) · Assessment · doi:10.1177/1073191116645910 · Cited by 18
“Second, at least in the case of craving and pain, a growing body of evidence suggests that single-item scales perform just as well if not better than multi-item scales (Heckman et al., 2013; Jensen, 2003; Sayette, 2016; Tiffany & Wray, 2012).”
BackgroundComparison of 2 Lumbar Manual Therapies on Temporal Summation of Pain in Healthy Volunteers
Penza, C. W., Horn, M. E., George, S. Z., & Bishop, M. D. (2017) · Journal of Pain · doi:10.1016/j.jpain.2017.07.007 · Cited by 18
“Both the NRS and MVAS are common for the 8 assessment of pain and demonstrate sound psychometric properties.(11,20,30,34,35) Before the baseline 9 testing, each subject underwent practice tests to familiarize themselves with the procedures and 10 stimuli (pressure and thermal) that they were to be exposed.”
Validation of Symptom Clusters in Patients with Metastatic Bone Pain
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Bonafiglia, J. T., Islam, H., Preobrazenski, N., Drouin, P., Ma, A., Gerhart, A., Quadrilatero, J., Tschakovsky, M. E., Tripp, D. A., Perry, C. G. R., et al. (2020) · Current Research in Physiology · doi:10.1016/j.crphys.2020.05.001 · Cited by 17
“In addition to quantitative assessments of pain, the McGill Pain Questionnaire descriptors (Melzack, 1975), herein referred to as McGill-D, were used to qualitatively characterize perceptions of pain during the skeletal muscle biopsies.”
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“Pain intensity will be measured with the Brief Pain Inventory (BPI), an instrument frequently used to assess pain in patients with cancer both within the clinical and research setting [17, 18].”
MethodEffects of acupuncture for cancer pain and quality of life – a case series
Vinjamury, S. P., Li, J.-T., Hsiao, E., Huang, C., Hawk, C., Miller, J. N., & Huang, Y. (2013) · Chinese Medicine · doi:10.1186/1749-8546-8-15 · Cited by 17
“Both of these measures were shown to be valid and reliable for cancer patients [27-29].”
BackgroundWilson, A. T., Riley, J. L., Bishop, M. D., Beneciuk, J. M., Godza, M., Cruz‐Almeida, Y., & Bialosky, J. E. (2021) · Journal of Bodywork and Movement Therapies · doi:10.1016/j.jbmt.2021.02.014 · Cited by 18
A Review and Conceptual Analysis of Cancer Pain Self-Management
Mertilus, D. S. D., Lengacher, C. A., & Rodriguez, C. S. (2021) · Pain Management Nursing · doi:10.1016/j.pmn.2021.04.005 · Cited by 16
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Integrating Pain Metrics into Oncology Clinical Trials
Cleeland, C. S., O’Mara, A. M., Zagari, M. J., & Baas, C. (2011) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-11-1109 · Cited by 16
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An Integrated Review of Cannabis and Cannabinoids in Adult Oncologic Pain Management
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“be valid and to have sensitivity to changes in pain in adult oncology patients (Jensen, 2003).”
BackgroundMendonça, Â. B., Pereira, E. R., Magnago, C., da Silva, P. G., Leão, D. C. M. R., Silva, R. M. C. R. A., & Meira, K. C. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182413200 · Cited by 15
“The pain VAS is a one-dimensional instrument, consisting of a continuous scale made up of a horizontal line 10 cm long, with each end of the line labeled with descriptors representing the extremes of pain intensity: 0 = no pain; 10 = worst pain [41,45,46].”
BackgroundAn Examination of Adherence to Pain Medication Plans in Older Cancer Patients in Hospice Care
Sanders, S., Herr, K., Fine, P. G., Fiala, C. A., Tang, X., & Forcucci, C. (2012) · Journal of Pain and Symptom Management · doi:10.1016/j.jpainsymman.2012.01.007 · Cited by 15
“BPI uses a numeric rating scale approach that has been demonstrated reliable and valid for use with older adults, including those with mild-to-moderate cognitive impairment.(27,28) Cognitive impairment, often present in advanced illness with patients receiving opioid treatment, may interfere with use of the BPI.”
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“This type of pain assessment, which captures different elements of the pain experience, is widely used and has demonstrated validity for cancer pain assessment [20–22].”
MethodAhmad, M. M., Mohammad, E. B., Tayyem, E. A. I., Al‐Gamal, E., & Atout, M. M. W. (2023) · Health Care For Women International · doi:10.1080/07399332.2023.2257627 · Cited by 16
“The visual analog scale (VAS), a valid and accurate instrument for assessing pain among cancer patients, was employed to determine the intensity of the pain (Jensen, 2003).”
MethodMoore, R. A., Clephas, P. R. D., Straube, S., Wertli, M. M., Ireson‐Paige, J., & Heesen, M. A. (2023) · Anaesthesia · doi:10.1111/anae.16186 · Cited by 14
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Thinh, D. H. Q., Sriraj, W., Mansor, M., Tan, K. H., Irawan, C., Kurnianda, J., Nguyen, Y. P., Ong-Cornel, A. B., Hadjiat, Y., Moon, H., et al. (2018) · Pain Research and Management · doi:10.1155/2018/2193710 · Cited by 14
Validation of the Multidimensional Affect and Pain Survey (MAPS)
Knotková, H., Clark, W. C., Keohan, M. L., Kuhl, J. P., Winer, R. T., & Wharton, R. N. (2006) · Journal of Pain · doi:10.1016/j.jpain.2005.10.002 · Cited by 14
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Can Burdensome Facebook “Friends” Cause You Pain? Self-Reported Pain as a Motivation for Exclusion
Okdie, B. M., & Wirth, J. H. (2018) · Journal of Computer-Mediated Communication · doi:10.1093/jcmc/zmy017 · Cited by 14
“The Pain Faces Scale is also used in medical settings (Garra et al., 2010) to assess pain in domains such as cancer treatment (Broome, Lillis, McGahee, & Bates, 1994; Jensen, 2003) and pain management (Gedaly-Duff & Burns, 1992).”
BackgroundMethodPetrovics, G., Szigeti, G. P., Hamvas, S., Máté, Á., Betlehem, J., & Hegyi, G. (2016) · European Journal of Integrative Medicine · doi:10.1016/j.eujim.2016.10.004 · Cited by 13
Objective Pain Measurement based on Physiological Signals
Lin, Y., Wang, L., Xiao, Y., Urman, R. D., Dutton, R. W., & Ramsay, M. A. E. (2018) · Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care · doi:10.1177/2327857918071056 · Cited by 13
“…may: (1) Not take all factors regarding the patient’s situation into consideration; (2) Introduce an examiner bias that may affect the final result of the test (Jensen, 2003); and (3) Introduce a patient bias, where one patient’s understanding of pain may differ from another’s (Jensen, 2003).”
BackgroundDepression and pain: testing of serial multiple mediators
Wongpakaran, T., Wongpakaran, N., Tanchakvaranont, S., Bookkamana, P., Pinyopornpanish, M., Wannarit, K., Satthapisit, S., Nakawiro, D., Hiranyatheb, T., & Thongpibul, K. (2016) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s110383 · Cited by 13
“A composite score was used combining pain intensity and pain interference ratings into a single score, as it appeared to have greater validity and reliability when compared to a single item.(64)”
Wilson, A. T., Riley, J. L., Bishop, M. D., Beneciuk, J. M., Cruz‐Almeida, Y., Markut, K. A., Redd, C., LeBlond, N. D., Pham, P. H., Shirey, D., et al. (2023) · PLoS ONE · doi:10.1371/journal.pone.0281517 · Cited by 14
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Committed Action, Disability and Perceived Health in Individuals with Fibromyalgia
Galán, S., Roy, R., Solé, E., Racine, M., de la Vega, R., Jensen, M. P., & Miró, J. (2019) · Behavioral Medicine · doi:10.1080/08964289.2018.1467370 · Cited by 11
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“This finding is consistent with the several studies that failed to find a close relationship between pain and QOL in cancer patients [18,19].”
InfluentialEffect of warm footbath on arteriovenous fistula puncture-related pain in dialysis patients
Azimian, J., مددی, ز. ع., Falahatpishe, F., & Heidari, M. A. (2015) · The Journal of Qazvin University of Medical Sciences · Cited by 11
Consultation with a specialized pain clinic reduces pain after oral and maxillofacial surgery
Dietrich, E.-M., Grießinger, N., Neukam, F. W., & Schlittenbauer, T. (2016) · Journal of Cranio-Maxillofacial Surgery · doi:10.1016/j.jcms.2016.12.009 · Cited by 11
Trajectories of Self-reported Physical Functioning and Symptoms in Lung Cancer Survivors
Medysky, M. E., Dieckmann, N. F., Winters‐Stone, K. M., Sullivan, D. R., & Lyons, K. S. (2020) · Cancer Nursing · doi:10.1097/ncc.0000000000000765 · Cited by 11
“This subscale has high internal consistency.(35) Permission was obtained to utilize the Brief Pain Inventory in the present study.”
MethodTest–retest reliability of laser evoked pain perception and fMRI BOLD responses
Bi, Y., Hou, X., Zhong, J., & Hu, L. (2021) · Scientific Reports · doi:10.1038/s41598-020-79196-z · Cited by 10
Severe pain during wound care procedures: A cross‐sectional study protocol
Fiala, C. A., Abbott, L., Carter, C. D., Hillis, S. L., Wolf, J. S., Schuster, M., Dulski, R., Grice, E. A., Rakel, B. A., & Gardner, S. E. (2018) · Journal of Advanced Nursing · doi:10.1111/jan.13699 · Cited by 13
“…established validity (correlation with the Visual Analogue Scale r = 0.847, p 0.001) (Paice & Cohen, 1997) and reliability (test–retest r = 0.93) (Jensen, 2003) for assessing acute pain and is associated with higher compliance and lower failure rates than the Visual Analogue Scales (Herr,…”
InfluentialKnisely, M. R., Conley, Y. P., Smoot, B. J., Paul, S. M., Levine, J. D., & Miaskowski, C. A. (2019) · Journal of Pain · doi:10.1016/j.jpain.2019.03.008 · Cited by 11
Time-action and patient experience analyses of locally advanced cervical cancer brachytherapy
van Vliet‐Pérez, S. M., van Paassen, R., Wauben, L. S. G. L., Straathof, R., van de Berg, N. J., Dankelman, J., Heijmen, B. J. M., Kolkman‐Deurloo, I. K., & Nout, R. A. (2024) · Brachytherapy · doi:10.1016/j.brachy.2024.01.007 · Cited by 10
Hoffman, H. G., Seibel, C. C., Coron, L., Simons, L. E., Drever, S. A., May, S. L., Mason, K. P., & Flor, H. (2024) · Frontiers in Virtual Reality · doi:10.3389/frvir.2024.1452486 · Cited by 10
Ibrahim, A. A., Aly, S. M., Youssef, A. S. A., Ragab, M. M. M., & Hussein, H. M. (2024) · Journal of Clinical Medicine · doi:10.3390/jcm13247609 · Cited by 12
Boveldt, N. T., Vernooij-Dassen, M. J. F. J., Besse, K., Vissers, K. C. P., & Engels, Y. (2014) · Supportive Care in Cancer · doi:10.1007/s00520-014-2472-0 · Cited by 10
Xia, W., Mørch, C. D., & Andersen, O. K. (2016) · PLoS ONE · doi:10.1371/journal.pone.0161117 · Cited by 10
“It is quantified by the extent to which the measurements are consistent [24,25].”
BackgroundMasman, A. D., van Dijk, M., van Rosmalen, J., Baar, F. P. M., Tibboel, D., & Boerlage, A. A. (2018) · BMC Palliative Care · doi:10.1186/s12904-018-0280-x · Cited by 10
“The NRS is considered a valid tool to assess cancer pain intensity [26, 27].”
MethodSillevis, R., Trincado, G., & Shamus, E. (2021) · PeerJ · doi:10.7717/peerj.11543 · Cited by 10
Zeitoun, A., Dimassi, H. I., Chami, B. A., & Chamoun, N. R. (2012) · Journal of Evaluation in Clinical Practice · doi:10.1111/j.1365-2753.2012.01860.x · Cited by 10
Assessment of pain beliefs, coping and function
Haythornthwaite, J. A. (2006) · Elsevier eBooks · doi:10.1016/b0-443-07287-6/50025-4 · Cited by 11
Valenta, S., Spirig, R., Miaskowski, C. A., Zaugg, K., & Spichiger, E. (2018) · BMC Nursing · doi:10.1186/s12912-018-0323-x · Cited by 13
Rabinowitch, T.-C., Dassa, A., Sadot, A. S., & Trincher, A. (2023) · The Arts in Psychotherapy · doi:10.1016/j.aip.2023.101998 · Cited by 9
“The Visual Analogue Scale (VAS; pre- and post-intervention; Bond & Pilowsky, 1966): The VAS measures subjective ratings of pain using a visual horizontal line ranging from 1 (no pain) to 10 (acute pain) and has a test-retest reliability coefficient of.80 (Jensen, 2003).”
MethodDelsart, A., Otis, C., Leung, V. S., Labelle, É., Moreau, M., Frézier, M., Drag, M. D., Martel‐Pelletier, J., Pelletier, J., & Troncy, É. (2024) · Animals · doi:10.3390/ani14050711 · Cited by 9
“It refers to the sensitivity and specificity of the measure [7].”
BackgroundFeng, Y., Lin, T., Liu, X., Guo, X., Chen, J., & Deng, X. (2024) · Cancer Medicine · doi:10.1002/cam4.7139 · Cited by 9
“28 We used the Pittsburgh Sleep Quality Index (PSQI) to assess sleep disturbances.”
MethodJoyce, E. V., Carr, G., Wang, S., Brummett, C. M., Kidwell, K., & Henry, N. L. (2022) · Breast Cancer Research and Treatment · doi:10.1007/s10549-022-06806-x · Cited by 9
“The BPI, which is one of the most commonly used questionnaires, focuses on overall pain intensity and interference of pain on daily activities [21, 29].”
Critères de sélection et d’adaptation d’un questionnaire pour la recherche clinique
May, S. L., Loiselle, C. G., Gélinas, C., Lampron, A., Bouchard, E., & Goulet, C. (2008) · Douleur et Analgésie · doi:10.1007/s11724-008-0091-6 · Cited by 9
Avaliação das dimensões da sede: revisão integrativa
Martins, P. R., & Fonseca, L. F. (2017) · Revista Eletrônica de Enfermagem · doi:10.5216/ree.v19.40288 · Cited by 9
Gender Differences in Predictors of Quality of Life at the Initiation of Radiation Therapy
West, C. M., Paul, S. M., Dunn, L. B., Dhruva, A., Merriman, J. D., & Miaskowski, C. A. (2015) · Oncology nursing forum · doi:10.1188/15.onf.507-516 · Cited by 13
Assessment of Pain After SCI in Clinical Trials
Bryce, T. N., & Dijkers, M. P. J. M. (2005) · Topics in Spinal Cord Injury Rehabilitation · doi:10.1310/bmq9-wvpa-ju7u-jpn0 · Cited by 9
Adapting to Incarceration: Inmate Perceptions of Prison Life and Adjustment
Crank, B. R. (2022) · Digital Archive @ GSU · doi:10.57709/1357730 · Cited by 9
Chou, P.-C., Lee, Y., Chang, Y., Hung, C., Chen, Y., Lin, T., Shih, F.-Y., Chen, W.-F., Lin, P., Chong, M., et al. (2024) · Healthcare · doi:10.3390/healthcare12090878 · Cited by 8
“A study was conducted to examine the reliability of the NPRS over time, and the results showed that it had good stability for worst pain (r = 0.93) and average pain (r = 0.78) over a 2-day period [32].”
MethodInfluentialJia, Y., Li, Q., Zhang, X. W., Yan, Y. N., Yan, S., Li, S., Li, W., Wu, X., Rong, H., & Liu, J. (2024) · Journal of Medical Internet Research · doi:10.2196/45719 · Cited by 8
“Similarly, the NRS, with its user-friendly nature and standardized format, has been the preferred tool for pain assessment [36-38].”
Total ankle arthroplasty: Strength, pain, and motion
DiLiberto, F. E., Haddad, S. L., Wilson, W. C., Courtney, C. A., Sara, L. K., & Vora, A. M. (2021) · Clinical Biomechanics · doi:10.1016/j.clinbiomech.2021.105342 · Cited by 8
Metadata
- Authors
- Jensen, M. P.
- Affiliations
- University of Washington (US)
- Corresponding author
- Jensen, Mark P.
- ORCID
- Jensen, Mark P.
- Venue
- The Journal of Pain
- Publisher
- Elsevier BV
- Published
- 2003-02
- Volume
- 4
- Issue
- 1
- Pages
- 2-21
- ISSN
- 1526-5900 (ISSN-L)
- OpenAlex
- W1969092046
- Cited by
- 427
- References
- 28
- Citations by year
- 2026: 4 · 2025: 6 · 2024: 18 · 2023: 10 · 2022: 13 · 2021: 26 · 2020: 18 · 2019: 12 · 2018: 24 · 2017: 20 · 2016: 18 · 2015: 22 · 2014: 25 · 2013: 30 · 2012: 31
- FWCI
- 10.45
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Journal of Pain (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Pain Management and Opioid Use
- Health Sciences › Medicine › Oncology › Cancer survivorship and care
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Pediatric Pain Management Techniques
- Keywords
- cancer pain, pain assessment, psychometric properties, validity, reliability statistics, pain intensity, pain interference, analgesia, patient self-report, clinical trial outcome measures
- MeSH terms
- Adolescent, Adult, Aged, Aged, 80 and over, Child, Female, Humans, Male, Middle Aged, Neoplasms, Pain, Pain Measurement, Reproducibility of Results
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