Abstract
Little is known about the measurement properties of numeric rating scales (NRS) for pain in AD. We evaluated a novel NRS for skin-pain and existing NRS for average overall-pain in adults with AD. Self-administered questionnaires and skin-examination were performed in 463 AD patients (age 18–97 years) in a dermatology practice setting. Numeric rating scales skin-pain and average overall-pain had moderate correlations with each other, and multiple clinician-reported and patient-reported AD severity outcomes (Spearman correlations, P < 0.0001). There were significant and stepwise increases of NRS skin-pain and average overall-pain scores with patient-reported global severity (Wilcoxon rank-sum test, P < 0.0001). Floor-effects were observed for NRS skin-pain and average overall-pain. Changes from baseline in NRS skin-pain and average overall-pain showed weak–moderate correlations with changes of POEM, vIGA-AD*BSA, SCORAD, and DLQI. Using an anchoring approach, the optimal interpretability band for NRS skin-pain was clear = 0, mild = 1–3, moderate = 5–6, severe = 7–9, and very severe = 10 (weighted kappa = 0.4923). The thresholds for minimally clinically important difference for NRS skin-pain ranged from 2.2 to 2.9. NRS skin-pain and average overall-pain showed moderate–good reliability. Numeric rating scales skin-pain and average overall-pain had sufficient validity, reliability, responsiveness, and interpretability in adults with AD, and were inherently feasible as single-items for use in clinical trials and practice.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
Introduction
Atopic dermatitis (AD) is a heterogeneous [1, 2] and highly symptomatic disease. Itch is the most common and burdensome symptom of AD [3]. In addition, multiple other symptoms occur in AD, including sleep disturbances [4,5,6,7,8], anxiety and depression [9,10,11,12], cognitive dysfunction [13], each with varying levels of intensity, frequency, and duration, and burden.
Skin-pain was recently identified as a common and burdensome symptom in AD of multifactorial etiology [14, 15]. Skin-pain was the most or second most burdensome symptom in 3.8% and 8.2% of United States adults with AD; 8.0% and 7.4% of adults with moderate and severe AD reported pain to be their most burdensome symptom in AD [3]. AD patients who report having skin-pain use a variety of descriptors of their pain, including burning and stinging [15]. In contrast with itch, for which there are multiple measures that were previously validated in AD [16,17,18,19,20,21,22], a few outcome measures of pain were examined in AD. In this study, I sought to evaluate the construct validity, responsiveness, floor/ceiling-effects, reliability, and interpretability of a novel numeric rating scale (NRS) for skin-pain in adults with AD, and compare its performance to an existing validated NRS for pain that is not attributed to skin [23].
Methods
Study design
A prospective, dermatology practice-based study of adults (≥ 18 years), male or female, with AD as defined by the Hanifin and Rajka diagnostic criteria [24] was performed as previously described [19]. Surveys were administered between June, 2017 and February, 2019. The study was approved by the institutional review board of Northwestern University. Informed consent was obtained electronically by patients.
Outcome measures assessed
Self-administered questionnaires were completed by patients of the eczema clinic at an academic medical center prior to their encounter. Patients were assessed with full-body skin-examination by a dermatologist. The patient-reported clinician-reported outcome measures (ClinROMs) examined are reported in Supplemental Methods.
Statistical analysis
Data analysis was performed as previously described [19]. Summary statistics were estimated for baseline population characteristics. Convergent and divergent validity of NRS skin-pain and average overall-pain was established using Spearman correlations with each other and with other PROMs and ClinROMs at baseline. Correlation coefficients scores of ≥ 0.70 or ≤ − 0.70 were considered strong, 0.40–0.69 or − 0.69 to 0.40 moderate, 0.10–0.39 or − 0.39 to 0.10 weak [25]. We hypothesized that the NRS pain assessments would have strong correlations with each other, weaker correlations with other PROMs of AD severity, and weakest correlations with ClinROMs of AD severity. We hypothesized that skin-pain is an important predictor of AD severity, with significant and stepwise differences of pain assessments with each level of AD severity. Criterion validity was determined by comparing NRS pain levels across each level of patient-reported AD severity using Kruskal–Wallis test at baseline. There is no gold-standard assessment for AD severity. Thus, we compared pain assessments with self-reported global AD severity to examine criterion validity. Floor- or ceiling-effects of total scores and individual items were considered present if 15% of responses fell in the lowest or highest scores [26, 27].
Responsiveness of scores was determined using Spearman correlations between change from baseline and follow-up visit for NRS skin-pain and NRS average overall-pain with change of each other, other PROMs and ClinROMs. We hypothesized that the changes of pain assessments would have strong correlations with each other, weaker correlations with changes in other PROMs of AD severity, and weakest correlations with changes of ClinROMs of AD severity.
Determination of interpretability bands and thresholds for meaningful clinically important difference (MCID) of NRS skin-pain and average overall-pain are presented in Supplemental Methods.
Test–retest reliability was assessed by intraclass correlation coefficient (ICC) and 95% CI, using a mixed-effects model for absolute agreement among patients NRS pain score ≥ 1 at baseline and who had no change of patient-reported global AD severity or VRS average-pain between the baseline and follow-up visits. ICC < 0.50 were considered poor, 0.50–0.74 moderate, 0.75–0.89 good, and ≥ 0.90 excellent [28].
Statistical analyses were performed using SAS version 9.4.3 (SAS Institute, Cary, IN). Missing values were encountered in < 5% of respondents for all analyzed variables. Complete case analysis was performed, i.e., respondents with missing values were excluded from analysis. A two-sided P value of 0.05 was considered statistically significant.
No formal power calculation was performed. However, a sample size of > 100 participants per analysis was recommended as sufficient for validation studies [29].
Results
Patient characteristics
Overall, 463 adults (ages 18–97 years) were included in the study; 412 of whom had a follow-up visit, with mean ± std. dev. follow-up visit duration of 0.4 ± 0.5 years (maximum = 1.2 years). The patient cohort included 276 females (64.0%) and 279 self-reported Caucasian/white (60.3%), with a mean ± std. dev. age at enrollment of 43.1 ± 18.4 years. Baseline characteristics of AD severity are presented in Table 1.
Overlap of NRS skin-pain and NRS average overall-pain
More patients endorsed average overall-pain (n = 344, 74.3%) and then skin-pain (n = 205, 44.6%), with a subset reporting having at least some skin-pain and average overall-pain (n = 184, 39.7%). Most patients reported less (n = 194, 41.9%) or equally (n = 143, 30.9%) severe skin-pain than average overall-pain; 126 (27.2%) reported skin-pain being more severe than average overall-pain. That is, the two NRS questions performed differently from each other, and there was only modest overlap between question responses.
Concurrent and construct validity
Numeric rating scales skin-pain had moderate correlation with NRS average overall-pain (Spearman correlation, rho = 0.53) (Fig. 1). NRS skin-pain had moderate correlations with Patient-Oriented Eczema Measure (POEM) scores, NRS worst-itch and Dermatology Life Quality Index (DLQI), and weak correlations with NRS average-itch, Scoring AD (SCORAD), objective-SCORAD, Eczema Area and Severity Index (EASI), Validated Investigator’s Global Assessment * body surface area (vIGA-AD*BSA), and Rajka-Langeland (Fig. 1).
Numeric rating scales average overall-pain had similar correlations as NRS skin-pain with EASI, vIGA-AD*BSA, Rajka-Langeland, SCORAD, objective-SCORAD, and DLQI, but lower correlations with NRS worst-itch, NRS average-itch, and POEM.
Criterion validity
There were significant and stepwise increases of NRS skin-pain and average overall-pain scores at each level of severity for patient-reported global severity (Wilcoxon rank-sum test, P < 0.0001) (Fig. 2a, b). Similarly, there were increases of NRS average overall-pain scores but no skin-pain at each level of patient-reported global severity (P = 0.0005).
Responsiveness
Changes from baseline in NRS skin-pain were weakly-to-moderately correlated with changes of NRS average overall-pain, POEM, and vIGA-AD*BSA, but only weakly correlated with NRS worst-itch and average-itch, EASI, Rajka-Langeland, SCORAD, and objective-SCORAD (Fig. 1). Changes from baseline of NRS average overall-pain had overall similar correlations as NRS skin-pain.
Floor- or ceiling-effects
The proportions of patients with lowest values for NRS skin-pain (55.7%) and average overall-pain (25.7%) were above 15%, indicating that there were floor-effects. The proportions of patients highest values for NRS skin-pain (2.6%) and average overall-pain (1.3%) indicated that there were no ceiling-effects.
Interpretability
The distribution, mean, median, and mode of VRS average-pain for each level of NRS skin-pain and NRS average overall-pain are presented in Supplemental Table 1.
Based on assessment of mean, median, and mode NRS skin-pain values, lower thresholds of 1 were identified for mild, 5 for moderate, 7 for severe, and 10 for very severe pain were identified (weighted kappa = 0.4921). However, previously established thresholds for NRS-itch [30] had a the highest concordance (weighted kappa = 0.4923).
For NRS average overall-pain, a higher threshold of 2 was identified for mild, and 4 was identified for moderate average overall-pain. This strata was tested and found to have the highest weighted kappa coefficient (0.5276) (Supplemental Table 2).
Smallest detectable and meaningful change
The SDC for NRS skin-pain and average overall-pain were 0.5 and 0.7, respectively. The thresholds for MCID for NRS skin-pain were similar based on anchors of a 1-point improvement of patient-reported global severity (− 2.7), ≥ 3.4-point improvement of POEM (− 2.9), ≥ 6.6-point improvement of EASI (− 2.2), and 1-point improvement of VRS average-pain (− 2.5), average-pain (− 2.8), and vIGA-AD success (− 2.5) (Table 2). Whereas, the thresholds for MCID for NRS average overall-pain were consistently lower, ranging from − 1.3 to − 1.7 points.
Reliability
Among patients who reported baseline NRS pain ≥ 1 and had no change of patient-reported global AD severity as the anchor (n = 83), the ICC [95% CI] for NRS skin-pain was 0.50 [0.35–0.62] and that for NRS average overall-pain was 0.64 [0.49–0.74], indicating moderate reliability. Similar results were found using no change of VRS pain as the anchor (n = 68), and the ICC [95% CI] for NRS skin-pain was 0.72 [0.64–0.79] and that for NRS average overall-pain was 0.83 [0.78–0.88], indicating moderate-to-good reliability.
Discussion
This study demonstrated that NRS skin-pain and NRS average overall-pain had similar measurement properties overall, with good concurrent validity, divergent validity, discriminant validity, good-to-excellent reliability, and fair-to-good responsiveness. NRS skin-pain showed a better reliability than NRS average overall-pain. Both measures showed floor-effects. Although, this may not be a shortcoming of the NRS skin-pain or average overall-pain. Rather, skin-pain occurs only in a subset of AD patients, which differs from itch that occurs in all AD patients. Moreover, both measures showed divergent validity, as judged by weak-to-moderate correlations with other AD severity domains. Together, the results indicate that skin-pain is a distinct symptom of AD that is not merely related to itch. Indeed, a previous study of adults in the US found that skin-pain in AD is heterogeneous, with approximately half (48%) of skin-pain reported that pain occurred only after frequent scratching, whereas 42% reported intermittent pain, and 11% reported constant pain throughout the day. Moreover, AD pain was most commonly associated with open areas caused by scratching (27%) and fissures in the skin (27%), followed by inflamed red skin (25%), with only a minority reporting pain mostly caused by burning from creams or ointments (10%). The present study found that NRS skin-pain is simple, time-efficient, easy to interpret, and inherently feasible as a single-item, and may be integrated into clinical practice in conjunction with other assessments of AD symptoms, signs, and QOL.
Numeric rating scales for skin-pain and average overall-pain appear to be distinct measures that are not interchangeable. First, they only had moderate correlations with each other. Second, there were three distinct subsets of overlap between the measures. Many had the same scores for skin-pain and average overall-pain. Though, the largest subset reported more severe average overall-pain than skin-pain, which may be attributable to pain from extra-cutaneous sources. Furthermore, there was an increase in NRS average overall-pain scores with more severe AD, even among those who reported having no skin-pain. Increased extra-cutaneous pain may be due to central mechanisms, particularly centralized sensitization and hyperalgesia after prolong afferent pruriceptive triggers [31, 32]. Extra-cutaneous pain could also be due to comorbid systemic disorders that are associated with pain. Future studies are needed to confirm whether AD is associated with extra-cutaneous pain, and if so why.
The results of this study are consistent with a previous study showing good validity and reliability of an NRS for average skin-pain or soreness using a 24-h recall period [33]. However, there were some notable differences between studies. First, that study included only 74 participants from multiple centers/regions, including adolescents and adults who had inadequate response to topical and/or systemic AD therapy [33]. Whereas, this study included a much larger cohort of adults only, from a single-center, regardless of their previous AD treatment history. Weaker correlations were observed for AD severity with NRS skin-pain and average overall-pain in this study compared to that other study. These differences may be attributable to different pain-descriptors (average vs. worst pain) used in the questions, as well as differences of cohort characteristics. In addition, the NRS used in that study used a 24-h recall period. Whereas, this study used a 7-day recall period based on previous qualitative research that found 7-days to be the optimal recall period for assessing severity of itch and other AD symptoms in clinical practice [19]. While a 7-day recall period may not capture the day-to-day fluctuations of pain, it better integrates the patient-experience over an extended period. Finally, this study used a two-step process to assess skin-pain severity, with a yes/no question to screen for skin-pain in the past week, followed by the NRS for severity of pain. For future use, this could be simplified by combining the questions.
To my knowledge, this is the first published study to develop interpretability bands and threshold for meaningful improvement for NRS skin-pain and average overall-pain in AD. The optimal thresholds for moderate and severe skin-pain were the same as previously identified thresholds for itch [19]. The optimal thresholds for mild pain were slightly different for skin-pain (1) and average overall-pain (2). Nevertheless, the optimal interpretability bands for NRS skin-pain and itch (0/1–3/4–6/7–9/10) also performed well for NRS average overall-pain. Thus, it may be more practical to use the same thresholds for both pain measures. The optimal thresholds for meaningful improvement of NRS skin-pain and NRS average overall-pain were consistently a 2-point and 1-point reduction from baseline across all anchors used. This threshold for clinically meaningful improvement of NRS pain is similar to the threshold previously observed for NRS-itch [19]. Based on these results, I recommend using a 2-point reduction of skin-pain to identify clinically meaningful improvement of skin-pain in clinical practice and trials of AD. In addition, we found that the SDC for NRS skin-pain and average overall-pain were lower than all corresponding MCID estimates, indicating that the MCID are meaningful and able to be measured beyond measurement error.
Skin-pain is a clinically relevant and burdensome symptom in AD patients [15, 34]. Skin-pain was one of several key predictors of how patients described the severity of their AD [15]. The results of this study and previous studies [15, 34] indicate that skin-pain is not adequately reflected by other PROs and ClinROs for itch and AD severity. Thus, skin-pain may represent a distinct symptom domain to be considered for inclusion in core outcome sets for studies and clinical practice of AD. Neuro-immune interactions, and peripheral and central sensitization processes may shape the dual burden of itch and pain in AD. However, several important aspects of skin-pain are not well elucidated in AD, including the longitudinal course of skin-pain, how skin-pain responds to various AD therapies, and whether skin-pain persists in some patients despite resolution of itch. A better understanding of these points is needed before establishing skin-pain as an additional symptom to be included in the core outcomes set of AD.
This study has several strengths, including good representation across gender, race/ethnicity and AD severity, testing of multiple pain assessments, and use of multiple PROMs and ClinROMs when examining the psychometric properties. However, there are some limitations. Patients were recruited from a single academic center, which may limit generalizability. We did not assess content validity of the two pain measures. Future studies are needed to address these points.
In conclusion, both skin-pain and non-skin-pain are common in adults with AD, and worse with more severe AD. NRS skin-pain and average overall-pain were found to have good divergent validity, responsiveness, reliability, and feasibility in the assessment of pain in adults with AD in clinical practice, though ceiling-effects were observed. However, NRS overall-pain had poorer measurement properties and measured a different construct than NRS skin-pain. Thus, we recommend specifically measuring NRS skin-pain in AD. NRS skin-pain may be incorporated into the assessment of AD patients and provides important information about the severity of AD symptoms that can guide therapeutic decision-making.
Abbreviations
- AD:
-
Atopic dermatitis
- BSA:
-
Body surface area
- ClinROM:
-
Clinician-reported outcome measures
- POEM:
-
Patient-Oriented Eczema Measure
- NRS:
-
Numeric Rating Scale
- DLQI:
-
Dermatology Life Quality Index
- SCORAD:
-
SCORing Atopic Dermatitis
- EASI:
-
Eczema Area and Severity Index
- PROM:
-
Patient-reported outcome measures
- QOL:
-
Quality of life
- vIGA-AD:
-
Validated Investigator’s Global Assessment
References
Silverberg JI, Margolis DJ, Boguniewicz M et al (2019) Distribution of atopic dermatitis lesions in US adults. JEADV 33:1341–1348
Yew YW, Thyssen JP, Silverberg JI (2019) A systematic review and meta-analysis of the regional and age-related differences in atopic dermatitis clinical characteristics. J Am Acad Dermatol 80:390–401
Silverberg JI, Gelfand JM, Margolis DJ et al (2018) Patient burden and quality of life in atopic dermatitis in US adults: a population-based cross-sectional study. Ann Allergy Asthma Immunol 121:340–347
Fishbein AB, Vitaterna O, Haugh IM et al (2015) Nocturnal eczema: review of sleep and circadian rhythms in children with atopic dermatitis and future research directions. J Allergy Clin Immunol 136:1170–1177
Li JC, Fishbein A, Singam V et al (2018) Sleep disturbance and sleep-related impairment in adults with atopic dermatitis: a cross-sectional study. Dermatitis 29:270–277
McKenzie C, Paller AS, Fishbein A et al (2020) Association between the longitudinal course of AD, sleep disturbance, and overall health in US children. J Allergy Clin Immunol 8(812–4):e1
Silverberg JI, Garg NK, Paller AS et al (2015) Sleep disturbances in adults with eczema are associated with impaired overall health: a US population-based study. J Invest Dermatol 135:56–66
Yu SH, Attarian H, Zee P et al (2016) Burden of sleep and fatigue in US adults with atopic dermatitis. Dermatitis 27:50–58
Cheng BT, Silverberg JI (2019) Depression and psychological distress in US adults with atopic dermatitis. Ann Allergy Asthma Immunol 123:179–185
Patel KR, Immaneni S, Singam V et al (2019) Association between atopic dermatitis, depression, and suicidal ideation: a systematic review and meta-analysis. J Am Acad Dermatol 80:402–410
Silverberg JI, Gelfand JM, Margolis DJ et al (2019) Symptoms and diagnosis of anxiety and depression in atopic dermatitis in US adults. British J Dermatol 181:554–565
Yu SH, Silverberg JI (2015) Association between atopic dermatitis and depression in US adults. J Invest Dermatol 135:3183–3186
Silverberg JI, Lei D, Yousaf M et al (2020) Association of atopic dermatitis severity with cognitive function in adults. J Am Acad Dermatol 83(5):1349–1359
Silverberg JI, Gelfand JM, Margolis DJ et al. (2019) Pain is a common and burdensome symptom of atopic dermatitis in US adults. J Allergy Clin Immunol. In practice
Vakharia PP, Chopra R, Sacotte R et al (2017) Burden of skin pain in atopic dermatitis. Ann Allergy Asthma Immunol 119(548–52):e3
Gerbens LA, Chalmers JR, Rogers NK et al (2016) Reporting of symptoms in randomized controlled trials of atopic eczema treatments: a systematic review. British J Dermatol 175:678–686
Gerbens LA, Prinsen CA, Chalmers JR et al (2017) Evaluation of the measurement properties of symptom measurement instruments for atopic eczema: a systematic review. Allergy 72:146–163
Patel KR, Singam V, Vakharia PP et al (2019) Measurement properties of three assessments of burden used in atopic dermatitis in adults. British J Dermatol 180:1083–1089
Silverberg JI, Lai JS, Patel KR et al (2020) Measurement properties of the patient-reported outcomes information system (PROMIS(R)) itch questionnaire: itch severity assessments in adults with atopic dermatitis. British J Dermatol 183(5):891–898
Silverberg JI, Lai JS, Vakharia PP et al (2020) Measurement properties of the patient-reported outcomes measurement information system itch questionnaire(R) (PIQ) item banks in adults with atopic dermatitis. J Am Acad Dermatol 82(5):1174–1180
Silverberg JI, Margolis DJ, Boguniewicz M et al (2020) Validation of five patient-reported outcomes for atopic dermatitis severity in adults. British J Dermatol 182:104–111
Udkoff J, Silverberg JI (2018) Validation of scratching severity as an objective assessment for itch. J Invest Dermatol 138:1062–1068
Hanifin J, Rajka G (1980) Diagnostic features of atopic eczema. Acta dermato-venereologica 92:44–47
Vakharia PP, Chopra R, Sacotte R et al (2018) Validation of patient-reported global severity of atopic dermatitis in adults. Allergy 73(2):451–458
Hays RD, Bjorner JB, Revicki DA et al (2009) Development of physical and mental health summary scores from the patient-reported outcomes measurement information system (PROMIS) global items. Qual Life Res 18:873–880
Basra MK, Fenech R, Gatt RM et al (2008) The dermatology life quality index 1994–2007: a comprehensive review of validation data and clinical results. British J Dermatol 159:997–1035
Desai NS, Poindexter GB, Monthrope YM et al (2008) A pilot quality-of-life instrument for pruritus. J Am Acad Dermatol 59:234–244
Hanifin JM, Thurston M, Omoto M et al (2001) The eczema area and severity index (EASI): assessment of reliability in atopic dermatitis EASI Evaluator Group. Experiment Dermatol 10:11–18
Stalder JF, Taieb A, Antherton DJ et al (1993) Severity scoring of atopic dermatitis: the SCORAD index. Consensus report of the European task force on atopic dermatitis. Dermatology 186:23–31
Rajka G, Langeland T (1989) Grading of the severity of atopic dermatitis. Acta Derm Venereol Suppl 144:13–14
Silverberg JI, Lei D, Yousaf M et al (2021) Measurement properties of the Rajka-Langeland severity score in children and adults with atopic dermatitis. British J Dermatol 184(1):87–95
Simpson E, Bissonnette R, Eichenfield LF et al (2020) The Validated Investigator Global Assessment for Atopic Dermatitis (vIGA-AD): The development and reliability testing of a novel clinical outcome measurement instrument for the severity of atopic dermatitis. J Am Acad Dermatol 83(3):839–846
Silverberg JI, Lei D, Yousaf et al. (2020) Measurement properties of the product of investigator's global assessment and body surface area in children and adults with atopic dermatitis. J Eur Acad Dermatol Venereol. https://doi.org/10.1111/jdv.16846
Terwee CB, Bot SD, de Boer MR et al (2007) Quality criteria were proposed for measurement properties of health status questionnaires. J Clin Epidemiol 60:34–42
Funding
This publication was made possible with support from the Agency for Healthcare Research and Quality (AHRQ), Grant Number K12 HS023011, the Dermatology Foundation.
Author information
Authors and Affiliations
Contributions
JIS had full access to all the data in the study and takes responsibility for the integrity of the data and accuracy of the data analysis, study concept and design, data curation, investigation, formal analysis, drafting of the manuscript, critical revision of the manuscript for important intellectual content, and statistical analysis.
Corresponding author
Ethics declarations
Conflict of interest
The author does not have any conflict of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Silverberg, J.I. Validity and reliability of a novel numeric rating scale to measure skin-pain in adults with atopic dermatitis. Arch Dermatol Res 313, 855–861 (2021). https://doi.org/10.1007/s00403-021-02185-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00403-021-02185-3