The endometriosis daily diary: qualitative research to explore the patient experience of endometriosis and inform the development of a patient-reported outcome (PRO) for endometriosis-related pain

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This qualitative study developed and piloted the electronic Endometriosis Daily Diary (EDD) for assessing endometriosis-related pain and its impact, demonstrating good content validity and usability in women experiencing pain.

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Abstract

PURPOSE: Endometriosis is a chronic disorder of the female reproductive system characterized by debilitating symptoms, particularly endometriosis-related pain (ERP). Patient-reported outcome (PRO) measures of symptoms and impacts are required to assess disease severity in ERP clinical studies and clinical practice. A content-valid instrument was developed by modifying the Dysmenorrhea Daily Diary (DysDD) to form the Endometriosis Daily Diary (EDD), an electronic PRO administered via handheld device. METHODS: Qualitative research with US females with ERP was conducted in three stages: (1) Development of an endometriosis conceptual model based on qualitative literature and conduct of concept elicitation (CE) interviews (N = 30). (2) Cognitive debriefing (CD) interviews (N = 30) conducted across two rounds to assess relevance and understanding of the EDD, with modifications between interview rounds. (3) Pilot testing to assess usability/feasibility of administrating the EDD daily on an electronic handheld device (N = 15). Clinical experts provided guidance throughout the study. RESULTS: The conceptual model provided a comprehensive summary of endometriosis to inform modifications to the DysDD, forming the EDD. CD results demonstrated that EDD items were relevant for most participants. Instructions, items, response scales, and recall period were well-understood. The resulting daily diary assesses severity of cyclic and non-cyclic pelvic pain, dyspareunia, impact of ERP on functioning and daily life, symptoms associated with ERP, and bowel symptoms. Participants were able to complete the diary daily and found the device easy to use. CONCLUSION: The EDD demonstrated good content validity in females experiencing ERP. The next step is to perform psychometric validation in an ERP sample.
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Abstract

Purpose: Endometriosis is a chronic disorder of the female reproductive system characterized by debilitating symptoms, particularly endometriosis-related pain (ERP). Patient-reported outcome (PRO) measures of symptoms and impacts are required to assess disease severity in ERP clinical studies and clinical practice. A content-valid instrument was developed by modifying the Dysmenorrhea Daily Diary (DysDD) to form the Endometriosis Daily Diary (EDD), an electronic PRO administered via handheld device.

Methods

Qualitative research with US females with ERP was conducted in three stages: (1) Development of an endometriosis conceptual model based on qualitative literature and conduct of concept elicitation (CE) interviews (N = 30). (2) Cognitive debriefing (CD) interviews (N = 30) conducted across two rounds to assess relevance and understanding of the EDD, with modifications between interview rounds. (3) Pilot testing to assess usability/feasibil- ity of administrating the EDD daily on an electronic handheld device (N = 15). Clinical experts provided guidance throughout the study.

Results

The conceptual model provided a comprehensive summary of endometriosis to inform modifications to the DysDD, forming the EDD. CD results demonstrated that EDD items were relevant for most participants. Instructions, items, response scales, and recall period were well-understood. The resulting daily diary assesses severity of cyclic and non-cyclic pelvic pain, dyspareunia, impact of ERP on functioning and daily life, symptoms associated with ERP , and bowel symptoms. Participants were able to complete the diary daily and found the device easy to use.

Conclusion

The EDD demonstrated good content validity in females experiencing ERP . The next step is to perform psychometric validation in an ERP sample.

Keywords

Endometriosis, Patient-reported outcomes (PROs), Development, Qualitative, Content validity, Endometriosis-related pain (ERP) © The Author(s) 2022. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http:// creat iveco mmons. org/ licen ses/ by/4. 0/.

Background

Endometriosis is a chronic, progressive disease charac - terized by the presence of endometrial tissue outside the uterine cavity, causing irritation, bleeding, and inflam - mation in the ectopic tissue. Worldwide prevalence is Open Access Journal of Patient- Reported Outcomes *Correspondence: [email protected] 1 Merck Research Laboratories, 2000 Galloping Hill Road, Kenilworth, NJ 07033, USA Full list of author information is available at the end of the article Page 2 of 14Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 estimated at 6–10% of women of reproductive age [1, 2]. The most frequently mentioned symptoms include severe dysmenorrhea (painful menstruation), non-menstrual pelvic pain, pain with sexual intercourse (dyspareu - nia), heavy menstrual bleeding and/or spotting between periods [3, 4]. As such, endometriosis can have a sub - stantial impact on patients’ quality of life [5–7]. Under - going a surgical procedure (e.g., laparoscopy) can both confirm diagnosis and treat the disease, however, such invasive procedures are often only initiated after failure of therapeutic interventions (e.g. hormonal medication) [8]. Thus, endometriosis patients face significant delays in diagnosis which can prolong suffering [8, 9]. Without surgical intervention, one of the primary ways of deter - mining disease severity is based on patient descriptions of their symptoms and how they impact their lives using patient-reported outcomes (PROs). PROs can assess clinical trial endpoints for new thera - pies [10], alongside other clinical endpoints. An in-depth literature review and instrument review was conducted to identify PRO instruments that assess key symptoms and impact of endometriosis-related pain (ERP) in clini - cal trials. The findings suggested that historically, the most commonly used instrument for assessing endome - triosis symptoms in a clinical setting was the clinician- completed Biberoglu and Behrman (B&B) scale [11], although the instrument is subject to potential rater bias and there is no documented evidence of patient input in the development process, which is an integral component for instruments being used in clinical trials for support - ing regulatory claims [12]. A number of endometriosis PRO instruments have been developed in accordance with regulatory and best practice guidelines [10, 13] to overcome these limitations, including the Endometriosis Pain Daily Diary (EPDD), the Endometriosis Symptom Diary (ESD), and the Endometriosis Impact Scale (EIS) [14, 15]. However, at the time when this work was initi - ated, the psychometric properties of EPDD had not yet been established according to a review of the published literature, and EID and ESD development work had not been published and the instruments were not available for review due to the proprietary nature. As such, there was a need to develop a fit-for-purpose instrument to be used in the clinical development program of a novel ERP treatment. The Dysmenorrhea Daily Diary (DysDD) [16, 17] is a PRO measure that has been developed to regulatory standards [12, 18] for use in primary dysmenorrhea clini - cal trials and has been fully validated in that disease pop - ulation. The DysDD assesses key symptoms and impacts of dysmenorrhea which are also experienced by patients with ERP including pelvic pain and the associated impact of pelvic pain on functioning/health-related quality of life (HRQoL) (although ERP was not limited to bleeding days) [19]. The first objective of the present study was to assess the content validity of the DysDD in an ERP popu - lation through qualitative concept elicitation (CE) inter - views and cognitive debriefing (CD) interviews with ERP patients. A qualitative assessment of content validity is the extent to which the instrument measures concepts of interest, and is supported by open-ended patient input from the appropriate target population to ensure the con- tent is comprehensive, relevant, and understandable [12, 20]. A second objective was to identify if any further revi- sions or additions should be implemented for the instru - ment to be adequate for use in the context of ERP clinical trials. The newly formed instrument has been named the Endometriosis Daily Diary (EDD), which measures key concepts of interests related to ERP , including the key symptoms of ERP and the impact of ERP on patients’ HRQoL (functioning and daily life).

Methods

This was a qualitative study comprising three key stages to inform the development of the EDD in line with best practice guidelines [10, 13] (Fig. 1): (1) Development of a conceptual model of ERP to inform modifications to the DysDD based on a literature review and CE interviews to understand patient experience of ERP; (2) Two rounds of CD interviews to assess patient understanding, inter - pretation, and relevance of the newly drafted EDD; (3) Usability and feasibility testing of daily completion of the EDD on an electronic PRO (ePRO) device. Two clinical experts in the field of endometriosis provided input and guidance as research partners at key stages throughout the research. Sample Adolescents and adults with endometriosis were recruited by a recruitment agency via referrals from practicing primary care physicians or gynecologists based in three United States (US) cities: Chicago, Bal - timore, and Pittsburgh. All participants spoke US-Eng - lish, and experienced cyclic (secondary dysmenorrhea) and/or non-cyclic ERP . Eligible adult women were between 18 and 49  years of age inclusive, pre-meno - pausal, and had a surgical (laparoscopy or laparotomy) diagnosis of endometriosis. Eligible adolescents were at least two years post-menarche and up to 17 years of age inclusive, with either a surgical (laparoscopy or laparot - omy) diagnosis of endometriosis or clinically suspected endometriosis (based on presence of pelvic pain incom - pletely relieved by non-steroidal anti-inflammatory drugs and/or oral contraceptive, ultrasound or other imaging, and/or family history). A quota approach to Page 3 of 14 Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 sampling was employed at each stage to ensure a range of demographic and clinical characteristics. In qualitative research, sample size is typically deter - mined based on the goal to achieve ‘ concept saturation ’, a point at which no new concepts are likely to emerge with further interviews [21, 22]. While it is difficult to predict how many interviews are necessary to achieve saturation, research suggests that 10–15 patients will capture > 90% of concepts in a relatively homogeneous population [23]. As such, a minimum of 15 patients were recruited at each stage of the research. Procedure The study was approved and overseen by an Independ - ent Review Board in the US (approval code: 420,180,415). Prior to any data collection, written informed consent was obtained from all adult participants and the parent/ guardian of all adolescent participants. Written assent was also obtained from adolescent participants. All interviews were conducted by experienced female interviewers who were briefed on the objectives of the study. At each stage, interviewers used a semi-struc - tured interview guide to ensure consistent exploration Fig. 1 Study design. Note: across the samples for the three stages, there was an overlap of five participants, hence a total of 70 independent participants were involved in the study (n = 3 took park in both a CE and a CD interview; n = 2 took part in both a CD interview and a usability/ feasibility interview) Page 4 of 14Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 of topics. All interviews were audio-recorded and tran - scribed verbatim. The specific procedures for each stage are outlined below. Stage 1: development of a conceptual model of endometriosis To understand the patient perspective of endome - triosis, a review of published qualitative literature (24 articles and 3 conference abstracts/posters published in English between 2000—2018) and publicly avail - able UK and US online patient forums was conducted, which informed the content of the CE interview guide. Face-to-face CE interviews were conducted with ERP patients to explore their experience of symptoms and the associated impacts. Interviews were 60-min and started with open-ended, exploratory questions designed to facilitate spontaneous, unbiased responses, followed by focused questions if concepts had not been fully explored and where concepts of interest had not emerged spontaneously. A conceptual model was devel - oped and used to map relevant symptom and impact concepts onto the DysDD to assess concept coverage and inform any modifications to form the draft EDD. Stage 2: cognitive debriefing and translatability assessment of the newly drafted EDD The CD interviews aimed to assess the content valid - ity of the newly drafted EDD (the modified DysDD). The CD interviews were 60-min and conducted face- to-face across two rounds to allow any modifications to the EDD to be implemented (based on the first round) and tested in the second round. Participants completed the draft EDD using a ‘think aloud’ approach [24] where they were asked to share their thoughts as they read each instruction/item and selected each response, which helped to identify any aspects that were under - stood or interpreted incorrectly. Participants were then asked questions about their interpretation and under - standing of instructions and item wording, the rele - vance of concepts, the appropriateness of the response options and recall period. As the EDD may be used globally in future studies, translation into other languages may be required; as such, a translatability assessment was conducted to inform any item wording modifications that would be needed to maintain conceptual equivalency when translated into other languages [25]. The translat - ability assessment was conducted in parallel to round one interviews to allow any modifications to be imple - mented and tested in the second round of interviews. Stage 3: usability and feasibility testing of the electronic EDD (pilot testing) Given the intention to administer the EDD on an electronic handheld device for daily at-home completion, this stage explored the usability of the device and feasibility of daily completion with ERP patients. Participants received train- ing and instructions on how to use the device and how to complete the EDD each day, and then were asked to com- plete the EDD on the device at-home every evening for 7–14 days. Following this, participants completed a 45-min telephone interview to provide feedback on the training, and the usability and feasibility of the electronic EDD. Analysis All interview transcripts were subject to thematic analy - sis [26] using ATLAS.ti software (ATLAS.ti Scientific Software Development GmbH; Berlin, Germany). A coding scheme was established by the research team to ensure consistent application and grouping of codes across transcripts. New codes were organically added throughout analysis and previously analysed transcripts were re-analysed to ensure that new codes were applied consistently across all transcripts. To evaluate concept saturation, Stage 1 (CE) transcripts were chronologically grouped into equal sets and concepts emerging from each additional set of interviews were compared [21, 22]. Saturation was deemed achieved when no new concepts emerged in the final set.

Results

In Stage 1, 30 females (20 adults and 10 adolescents) took part in a CE interview. In Stage 2, 30 females (20 adults and 10 adolescents) took part in a CD interview (con - ducted across two rounds). Finally, in Stage 3, 15 adult females took part in pilot testing and a usability/feasi - bility interview. Three participants took part in both the CE interview and the first round of CD interviews, and two participants took part in both a CD interview and the usability/feasibility interviews. There was no further overlap in participants. In total, 70 independent partici - pants were involved in this research. Participant characteristics The demographic and clinical characteristics of each sample across the three stages are summarized in Table 1. Overall, the samples show demographic diversity, with ages ranging from 12 to 49  years old. Across the three stages, almost half of participants were White (37/75 [49.3%]) and nearly a third of participants were Black/ African American (24/75 [32.0%]). Further, both Non- Hispanic/Latino (48/75 [64.0%]) and Hispanic/Latino Page 5 of 14 Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 Table 1 Demographic and clinical characteristics of each sample across stages * This has been calculated from date of interview ** More than one current/previous treatment was reported for some participants *** The following interpretative pain severity cut-offs were employed for the 0–10 NRS: 1–4 was considered Mild, 5–7 was considered Moderate, and 8–10 was considered Severe Description Stage 1 (N = 30) Stage 2 (N = 30) Stage 3 (N = 15) Demographic characteristics Age (years) Mean (Min, max) 29.4 (12, 49) 29.2 (12,49) 32.5 (19, 45) Length of time experiencing pelvic pain, years Mean (Min–Max) 8.7 (0.5–27) 5.8 (1–16) 7.13 (1- 27) Race, n (%) White 14 (46.7%) 14 (46.7%) 9 (60.0%) Black/African American 12 (40.0%) 9 (30.0%) 3 (20.0%) Other 4 (13.3%) 7 (23.3%) 1 (6.7%) North African or Alaska Native 0 (0.0%) 0 (0.0%) 1 (6.7%) Multi-Racial 0 (0.0%) 0 (0.0%) 1 (6.7%) Ethnicity, n (%) Non-Hispanic or Latino 18 (60.0%) 21 (70.0%) 9 (60.0%) Hispanic or Latino 12 (40.0) 9 (30.0%) 6 (40.0%) Highest level of education (adults only), n (%) College or university degree 7 (23.3%) 6 (20.0%) 2 (13.3%) High school diploma or General Education Diploma 7 (23.3%) 4 (13.3%) 4 (26.7%) Some years of college 4 (13.3%) 6 (20.0%) 5 (33.3%) Certificate Program 2 (6.7%) 3 (10.0%) 3 (20.0%) Graduate or professional degree 0 (0.0%) 1 (6.7%) 1 (6.7%) Work status, n (%) Working full or part time 17 (56.7%) 19 (63.3%) 13 (86.7%) At school or student 10 (33.3%) 9 (30.0%) 1 (6.7%) Full time homemaker 3 (10.0%) 2 (6.7%) 1 (6.7%) Clinical characteristics Time since diagnosis*, years Less than 5 years 15 (50%) 21 (70.0%) 8 (53.3%) 6–10 years 6 (20%) 3 (10.0%) 6 (40.0%) Over 10 years 9 (30.0%) 6 (20.0%) 1 (6.7%) Type of chronic pelvic pain, n (%) Cyclic pain only 16 (53.3%) 19 (63.3%) 9 (60.0%) Cyclic and non-cyclic pain 14 (46.7%) 11 (36.7%) 6 (40.0%) Severity of cyclic (menstrual) pelvic pain at screening using 0–10 Numerical Rating Scale (NRS)***, n(%) Mild (1–4) 7 (23.3%) 6 (20.0%) 5 (33.3%) Moderate (5–7) 12 (40.0%) 9 (30.0%) 5 (33.3%) Severe (8–10) 11 (36.7%) 15 (50.0%) 5 (33.3%) Mean (range) 6.53 (3–10) 7.27 (3–10) 6.07 (2–10) Severity of non-cyclic (non-menstrual) pelvic pain at screening using 0–10 NRS***, n (%) Mild (1–4) 10 (33.3%) 12 (40.0%) 4 (26.7%) Moderate (5–7) 13 (43.3%) 9 (30.0%) 7 (46.7%) Severe (8–10) 7 (23.3%) 9 (30.0%) 4 (26.7%) Mean (range) 5.6 (3–10) 6.13 (3–10) 5.87 (2–10) Diagnostic procedure, n (%) Surgical diagnosis 30 (100%) 20 (66.7%) 15 (100%) Clinically suspected endometriosis 0 (0.0%) 10 (33.3%) 0 (0.0%) Hormonal therapy, n (%) On hormonal therapy 15 (50.0%) 15 (50.0%) 9 (60.0%) Not on hormonal therapy 15 (50.0%) 15 (50.0%) 6 (40.0%) Current treatment**, pharmacological (non- hormonal), n (%) Nonsteroidal Anti-Inflammatory Drugs 25 (83.3%) 24 (80.0%) 12 (80.0%) Other pain medications (incl. Acetami- nophen) 2 (6.7%) 15 (50.0%) 4 (26.7%) Opiate (incl. codeine, oxycodone) 3 (10%) 3 (10.0%) 1 (6.7%) Page 6 of 14Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 (27/75 [36.0%]) females were represented. There was also variation in participants’ education level and current work status. Just over half of participants experienced cyclic pain only (44/75 [58.6%]), others experienced both cyclic and non-cyclic pain (31/75 [41.3%]). As per the inclusion cri - teria, all adult participants had been surgically diagnosed. All adolescents in Stage 1 had been surgically diagnosed and all adolescents in Stage 2 had clinically suspected endometriosis. Regardless, participants had been diag - nosed in the last five years (44/75 [58.7%]) and just over half of participants were on hormonal therapy at the time of their participation (39/75 [52.0%]). At screening, par - ticipants had mostly rated their cyclic pain in the past month as ‘severe’ (31/75 [41.3%]), and their non-cyclic pain as ‘moderate’ (29/75 [38.7%]). Stage 1: development of a conceptual model of endometriosis The literature review identified many symptoms and impacts of endometriosis and these helped to inform the development of the semi-structured interview guide used Fig. 2 Conceptual model of the experience of endometriosis based on the CE discussion with 30 interview participants Page 7 of 14 Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 in the CE interviews. During the CE interviews, par - ticipants reported 25 distinct symptoms related to their endometriosis (Fig.  2). Core symptoms of endometriosis (shown in blue), as established in the published literature, were reported by the majority of participants: pelvic pain (n = 30/30; [100%]), heavy menstrual bleeding (n = 29/30 [96.7%]), non-menstrual bleeding (n = 16/30 53.3%), and dyspareunia (n = 16/30 [53.3%]). Of note, adolescent par- ticipants were not asked about dyspareunia and none reported this symptom spontaneously. The core symp - toms were those considered directly caused by endome - triosis, and were determined in part by the frequency with which they were reported by participants, and in part by their clinical relevance according to the advice of the consulting clinical scientific experts. Other symptoms (e.g. nausea) could be considered more ‘secondary/distal’ . Input from expert clinicians later suggested that the other symptoms identified were secondary symptoms of endometriosis as they are not necessarily directly caused by the endometriosis tissue but can be closely related to ERP and other core symptoms. Most symptoms were described to occur both during and between menstrual periods for most participants, although the severity of symptoms tended to be worse during menstruation. Gen- erally, the experience of endometriosis symptoms was similar across adults and adolescents. Although there were some small differences in symptoms between those on hormonal therapy and those who were not, no defini - tive conclusions could be drawn due to the small sample sizes. These key symptoms are presented with example participant quotes in Table 2. Pelvic pain was the only symptom reported by all 30 participants, of whom 29 (96.7%) reported this spon - taneously. It was also reported to be the most bother - some (n = 28/30 [93%]) and most frequently experienced symptom (n = 27/30 [90%]). Participants most commonly described ‘cramps’ (n = 12) and ‘pain’ (n = 9), although specific descriptors such as ‘sharp’ (n = 10) and ‘dull/ achy’ (n = 8) were also used. Pain was located in the back/ lower back (n = 13), pelvic area (n = 11), lower abdo - men (n = 9), lower stomach (n = 5) and the upper legs (n = 3). For most participants, this pain was experienced both during and between menstrual periods (n = 26), while others experienced pelvic pain during menstrua - tion only (n = 4). Table  2 presents the overall number of participants experiencing each symptom. When par - ticipants were discussing their pelvic pain, they were asked whether they experienced any other symptoms at the same time as their pelvic pain. Participants reported that they had experienced the following symptoms at the same time as their pelvic pain: nausea (n = 16), loss of appetite (n = 11), headaches (n = 8), bowel symp - toms (n = 6), tiredness/fatigue (n = 6), vomiting (n = 4), dizziness/lightheadedness (n = 3), and bloating (n = 3). Of seven participants who were asked, most (n = 5) con- sidered pelvic pain and dyspareunia to be different. All participants discussed being impacted by their endometriosis, as outlined in Fig.  2. Notably, many of the impacts were described as directly resulting from ERP . These key impacts are further detailed with example par - ticipant quotes in Table 2. Descriptions of less frequently reported symptoms and impacts are available in Supple - mentary Table 1 (see Additional file 1). Concept saturation All key symptoms were reported in the first two sets of interviews. Although two symptoms (‘urinary symptoms’ and ‘swelling’) were spontaneously reported for the first time in the final set of interviews, neither are considered to be typical symptoms of endometriosis based on the published literature [27] and input from clinical experts. Experiences of endometriosis across the whole sample were generally very similar, indicating that concept satu - ration was achieved. Modification of the DysDD to form the EDD The DysDD was modified to add items assessing addi - tional symptoms and impacts identified as most relevant to endometriosis based on the CE results presented in the conceptual model (Fig.  2). The decision to develop new items was typically determined by how many partic - ipants reported each concept (items were initially drafted for concepts reported by > 50% of the participants), the proportion of participants spontaneously reporting the concept versus those after probing, whether the concept was related to ERP , whether the concept was reported as most bothersome or most frequently occurring by par - ticipants, and whether the concept was clinically relevant (as confirmed by clinical experts). Moreover, the addi - tional impact items align with established recommen - dations for assessing impacts of chronic pain in clinical trials, including the recommendation to assess emotional impacts which are often overlooked. [28, 29]. Item wording was informed by the language used in the CE interviews. Items assessing pelvic pain (includ - ing dyspareunia) were framed as ‘at its worst’ given evi - dence that worst pain reports tend to be more reliable than average pain reports [30]. A 0 (no pain or cramps) to 10 (extreme pain or cramps) NRS was used for pain items as this is widely accepted for capturing pain severity [31]. Response formats for other items varied depending on the question, including a 5-point verbal rating scale (VRS) implemented for most impact items (Not at all, Slightly, Moderately, Quite a bit, Extremely). ‘Not applicable’ options were included where relevant to provide a suitable option for participants who may Page 8 of 14Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 Table 2 Concept elicitation interviews: overview of key symptoms and impacts reported by participants (N = 30) Concept Sub-concept Example quaote (patient ID) Symptoms Pelvic pain or cramps (including dysmenorrhea) Pelvic pain or cramps (n = 30) “The main symptoms I have is pelvic pain, I have a lot of pain. I’m constantly wondering if I’m going to have more pain, and, when my period starts, it gets kind of even worse” (1–01-49-C-OT) Vaginal bleeding Heavy menstrual bleeding (n = 29) “I can easily go through a pack and a half of like the Always Overnights, uh, which is about 24 pads in a day. And, and usually I double up. I’ll have the overnight pad with like the, the super tampons and I can’t count how many of those I use, like 48 of those.” (2–02-31-C-OT) Non-menstrual bleeding (n = 16) “The spotting is usually, um, like it happens at different times … and I’m nowhere near the time when it’s time for my cycle.” (1–19-34-C-OT) Dyspareunia* Dyspareunia (n = 16) “Having sex is extremely uncomfortable.” (3–04- 37-NC-NT) Symptoms associated with pelvic pain or cramps Tiredness (n = 29) “I just feel like someone’s just like draining out of me, and so I just like feel really drowsy, because I’m just in like so much pain… and so it just like really takes a lot out of me.” (1–05-17-C-OT) Nausea (n = 26) “It makes you feel like you sick to your stomach. You may not have to, you know, puke or vomit, but you feel like you want to.” (2–04-39-CNC-OT) Loss of appetite (n = 26) “The cramping, um, it prevents me from eating… I can’t eat.” (1–08-34-NC-OT) Hot flashes (n = 16) “sometimes I’ll get temperature… it feels like it just gets warm. Like, when I’m having the pain, the temperature rises.” (1–03-31-C-OT) Bowel symptoms Constipation (n = 16) “I be constipated…every menstrual cycle.” (2–04-39-CNC-OT) Bowel-related pain (n = 13) “I was getting a pain in my stomach that felt like somebody was stabbing me inside the stom- ach… But it was coming from my rectum all the way to the stomach… So it felt like they were stabbing me with a knife.” (1–08-34-NC-OT) Diarrhea (n = 12) “When the cramps were really, really bad, then the bowel movements would be like literally as smooth as butter.” (3–04-37-NC-NT) Impacts Emotional functioning Feel frustrated (n = 23) “I’m the only one experiencing this pain, and like the littlest things will start annoying me, just because I want to be left alone.” (1–06-17-CNC-OT) Feel worried (n = 17) “I got pads, I got all kind of protection, I’m wondering about my clothes, and sometimes I keep an extra set of clothes in the car, you know, it’s a constant, you know, I got to worry about it.” (1–01-49-C-NT) Feel sad (n = 15) “ …kind of like upsetting because I really want to hang out with them and like be able to do like what else they can do, um, like with all the active stuff they do.” (1–10-15-C-NT) Mood swings (n = 11) “ …one day I’ll be crying and sad for no reason. The next day I’ll be happy, so, yeah, it affects me a lot.” (1–08-34-NC-OT) Physical functioning Sport or exercise (n = 26) “I don’t work out when I have my period… I think it’s the whole bleeding and cramping… and, if I do work out, it’s very minimal…it’s more like walk- ing. There’s no abdominal muscle movements.” (1–07-48-NC-NT) Page 9 of 14 Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 not have engaged in an activity that day. This measure - ment approach is consistent with other patient-reported assessments of endometriosis impacts. [32]. The CE results supported a 24-h recall period account - ing for the daily variability reported by participants in relation to their endometriosis symptoms and impacts, as well as minimising recall bias. Stage 2: cognitive debriefing of the EDD The draft EDD tested in the CD interviews comprised 27 items and 6 instructions. Feedback from participants suggested that the items (including response options and 24-h recall period) were well-understood across both rounds of CD interviews. Misunderstandings tended to be in relation to two adolescents who struggled with the CD process. The draft items were generally relevant to participant experiences of endometriosis. Although some items (e.g. diarrhea) were comparatively less relevant than others, the combined CE and CD data suggested that all items were sufficiently relevant to endometrio - sis to warrant their retention in the EDD at this point in time, pending psychometric evaluation. Additionally, participants’ feedback generally supported item wording where a direct attribution to ERP was made. Supplemen - tary  Figure  1, Supplementary Figure  2, Supplementary Figure  3 and Supplementary Figure  4  present  results demonstrating understanding and relevance for each item (see Additional file 1). Between rounds, small wording updates were made to several items, including changing ‘limit you’ to ‘impact’ * Dyspareunia and impacts to sexual functioning were only discussed with adult participants (N = 20) Table 2 (continued) Concept Sub-concept Example quaote (patient ID) Difficulty walking (n = 23) “ …it’s mostly the movement, like walking, and I can’t do much, I’m always cautious this is going to start the pain… I don’t just walk around like I used to.” (1–01-49-C-NT) Difficulty lifting or carrying things (n = 16) “I don’t lift anything. I can’t. I feel like I can’t. I don’t have the strength.” (2–08-31-CNC-NT) Difficulty getting up or standing up from sitting (n = 13) “ …I went to stand up and I couldn’t the pain was so severe. Like I was sitting to standing, and then I actually had to stop and bend over and it took my breath away.” (3–04-37-NC-NT) Social or leisure activities Social or leisure activities (n = 24) “ …it does limit you doing things going—like I said, going shopping. Just hanging out with friends, you know, so it’s just tough some days.” (3–04-37-NC-NT) Work Missing days off work (n = 13; 12 adults and 1 adolescent) “ …I may not be able to go to work because I didn’t get enough sleep or, or I’m really uncom- fortable.” (1–13-48-CNC-NT) Sleepdisturbance Night-time awakening (n = 17) “it’s just uncomfortable to sleep so tossing and turning a little bit more… needing to get up and change pads just in case. Checking to see if I need to change a pad… so it’s less comfortable sleep.” (2–02-32-C-OT) Difficulty getting to sleep (n = 13) “It’s very difficult to fall asleep, because they said, since I’m always in pain… so like it messes with my sleep. That’s why I sometimes take Ambien.” (1–08-34-NC-OT) Sexual functioning* Avoidance of sexual activity (n = 13) “ …sometimes it’s painful… and I can kind of tell I guess by the way that I feel like that mid-month time that it might be painful, so I’ll kind of like abstain instead of making it a big deal.” (2–03-37- C-NT) Reduced sexual desire or interest (n = 10) “ …it’s like something I don’t want to do. I’m not like interested. You know, like because it’s not really going to benefit me at all. It’s going to cause me pain.” (2–08-31-CNC-NT) School Missing days off school (n = 12; 9 adoles- cents and 3 adults) “ …some days I stay home because my cramps get really bad in the morning so my mom just lets me stay home and basically sleep all day.” (1–09-12- C-NT) Page 10 of 14Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 to improve translatability, and some sentence structures and response options were updated to ensure consist - ency across items. Following both rounds, all items were retained pending psychometric validation. Based on par - ticipant feedback and input from clinical experts, the item assessing dyspareunia was also separated into two items; one assessing dyspareunia during sexual inter - course/activity, and one assessing dyspareunia after sexual intercourse/activity. The final instrument (Fig.  3) includes six instruction screens and 28 items (note: the number of screens shown each day depends on responses to the items assessing vaginal bleeding, and engagement in sexual activity, due to skip patterns presenting only rel- evant questions based on previous responses). In Fig.  3, the 21 new items were each denoted by an asterisk. Participants were also asked what change would be meaningful to them in relation to key symptoms and impacts of endometriosis. These results are avail - able in the CD results: Participant-reported meaningful change (see Additional file 1). Stage 3: usability and feasibility testing All participants (N = 15/15) reported that the ePRO device was easy to use and that they were able to inte - grate diary completion into their daily routine, with most participants estimating that it took 10  min or less (n = 13/15; 86.7%) to complete the diary. Additionally, all participants reported that the time taken to complete the diary each day was acceptable and that the diary length posed no problems to their daily completion. Suggestions for device improvements (namely the battery life of the devices) and for minimizing missing diary entries were captured and will be implemented in future studies.

Discussion

The goal of this work was to develop a single instru - ment measuring symptoms and impacts related to ERP to support primary endpoints in the clinical develop - ment program of a novel ERP treatment. The instru - ment was intended to assess the severity of ERP in target endometriosis populations, and the degree to which the reduction of pelvic pain could benefit patients in their functioning and daily activities. The existing instru - ments were not appropriate in this context of use as they were not ERP specific, or were not available at the time this study was initiated. For example, the Endometriosis Health Profile- 30 (EHP-30) does not assess symptoms and its impact assessment includes some broader con - cepts of interest that are not directly related to ERP . The study results add value to the endometriosis lit - erature by presenting and confirming the detailed con - ceptual model of the patient experience of endometriosis and delineating patient-reported associations between ERP and other endometriosis symptoms. This conceptual model and supporting participant accounts were inte - gral to the modification of the DysDD to form the EDD and were developed in line with recommendations for instrument modification provided in the recently released FDA Patient-Focused Drug Development Guidance [33]. Moreover, by adhering to PRO guidelines [12, 18] and best practice at each stage of development [10], the result- ing EDD demonstrates good content validity per regula - tory guidance, and will be suitable for translation into other languages while retaining conceptual equivalence. Incorporating both patient and clinical expert feedback at key stages of PRO development and testing is vital to ensure that the resulting instrument is robust and suit - able for administration in multiple contexts, including supporting clinical trial endpoints. The next steps of this research are to evaluate the psychometric properties of the EDD, define scoring, and estimate meaningful change thresholds and responder definitions. Item performance should also be assessed both individually and collectively, and any redundant or poor-performing items considered for deletion. However, such decisions should also take account of the qualitative findings and clinical impor - tance of concepts. One limitation that all interviews were performed with patients in the US. However, similar research conducted across the US, Germany, and France [14] did not find dif- ferences in patient experiences of endometriosis across countries nor in terms of the language used to describe their experiences. As noted elsewhere, the unmet need for a robust and rigorously developed PRO assessing symptoms and impacts of ERP has been addressed con - currently by different researchers and sponsors, and sev - eral other similar PROs have recently been published [14, 15, 34]. However, to see multiple concerted efforts addressing what was previously an under-researched area is a great step forward for endometriosis research. Furthermore, there is substantial value in recognis - ing consistencies across qualitative research projects and the resulting knowledge and understanding of the patient experience of endometriosis that is now available. Indeed, it is increasingly recognized within the PRO field that ‘Core Outcome Sets’ for a specific condition or con- text of use are established by defining key concepts that should be consistently measured in all trials and where possible identify measures that provide adequate meas - urement of those concepts [35, 36]. Recent research con- ducted in accordance with Core Outcome Measures in Effectiveness Trials (COMET) recommendations [37] has provided some preliminary recommendations for Core Outcome Sets for endometriosis, with pain and impacts to quality of life at the foundation of the set [38]. Future research will ideally corroborate and add to this set as Page 11 of 14 Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 Fig. 3 Endometriosis daily diary (EDD) conceptual framework Page 12 of 14Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 necessary. While it would be ideal to have a single gold standard measure of endometriosis, instruments are not always publicly available at the time they are required, and it is reassuring that the EDD and similar meas - ures are consistent in prioritising assessment of vaginal bleeding, both cyclic and non-cyclic pelvic pain, and dyspareunia. Beyond these core symptoms, the EDD differs to similar measures principally by including all items within a single diary intended to be administered daily with a 24-h recall period, reducing potential recall bias. This allows for the fact that the symptoms, and related impacts, of ERP fluctuate daily. While a longer recall period was considered for some of the impact items (e.g., impact on “taking part in sports or exercise”), it was discussed and agreed with clinical scien- tific experts that all items should be asked with a 24-h recall for consistency and accuracy. As an effort to reduce patient burden, for the eight items reflecting activities that may not occur on a given day (e.g., “take part in sports or exercise”), a response option of “Not Applicable” has been included. Fig. 3 continued Page 13 of 14 Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 Concerns of participant burden have also been initially addressed by the results of Stage 3, which demonstrated the feasibility of this format of administration, meaning that the EDD can be confidently used to assess the symptoms and impacts of ERP on a daily basis. However, it is recognized that usability/feasibility test did not mimic clinical trials. The EDD development thus far remains patient-focused by including items assessing a range of concepts identified as relevant to patient experiences. The next phase of develop- ment will be to confirm and assess psychometric properties in a clinical trial. It is expected that the length of the EDD will be reduced following psychometric testing wherein items of low relevance, redundancy, or poor performance will be identified, and streamlining the instrument will be a priority in such analyses. Currently, skip patterns can be implemented to ensure that patients answer questions rel- evant to their experience that day based on their responses, and psychometric validation will further inform the utility of skip patterns to streamline EDD administration and min- imise patient burden.

Conclusion

An existing PRO (the DysDD) was successfully modified and formed the basis for the development of a content- valid instrument for daily assessment of ERP symptoms and impacts (the EDD). Best practice scientific standards were followed both throughout the initial DysDD devel - opment and the modification to form the EDD, the result of which is a robust instrument with good content valid - ity for both adults and adolescents with endometriosis. Additional testing will evaluate the psychometric prop - erties of the EDD, which is expected to be a reliable and valid PRO for use in ERP clinical studies. Supplementary Information The online version contains supplementary material available at https:// doi. org/ 10. 1186/ s41687- 021- 00409-8. Additional file 1. Supplementary materials.CE results: Additional symptoms and impacts reported during CE interviews. Supplementary Table 1. Concept elicitation interviews: overview of additional symptoms and impacts reported by participants (N = 30). CD results: Figures dem- onstrating understanding and relevance for EDD items. Supplementary Figure 1. Understanding of each EDD item in Round 1 of CD interviews. Supplementary Figure 2. Relevance for each EDD item in Round 1 of CD interviews. Supplementary Figure 3. Understanding of each EDD item in Round 2 of CD interviews. Supplementary Figure 4. Relevance for each EDD item in Round 2 of CD interviews. CD results: Participant-reported meaningful change.

Acknowledgements

Linda Giudice, a clinical expert in the field of endometriosis, was involved as a research partner who provided input and guidance at key stages throughout the research. Rob Arbuckle, employee at Adelphi Values, also provided input at key stages of the research. We thank the Transperfect team, led by Kerry Stahlin, for their transcription services throughout this research. Authors’ contributions YG was a major contributor to the conception, design and conduct of the study, the data analyses strategy and interpretation, and writing and/or revising the manuscript. AMN was a major contributor to the conception and design of the study, the data analyses strategy and interpretation, and writing and/or revising the manuscript. SW contributed to the conception or design of the study; conducted patient interviews; contributed substan- tially to the data analyses and interpretation; and was a major contributor in writing the manuscript. SR contributed to the conception or design of the study; conducted patient interviews; and contributed substantially to the data analyses and interpretation. JW contributed to the conception, design and conduct of the study and contributed to the data analyses or interpretation. FA contributed to the conception or design of the study; contributed to the data analyses or interpretation; and contributed to writing and/or revising the manuscript. AF provided expert clinical input to the conception or design of the study, as well as the data analyses or interpretation. CP contributed to the conception or design of the study; contributed to the data analysis or inter- pretation; was a major contributor in writing and/or revising the manuscript. All authors provided critical review and final approval of the publication. Funding This work was fully funded by Merck. Availability of data and materials Data sharing is not applicable to this article as no quantitative datasets were generated or analysed during the current study. Declarations Ethics approval and consent to participate Ethical approval and oversight was provided by Copernicus IRB, a central- ized IRB in the US. Ethical approval for Stages 1 and 2 was received on 21st September 2018 (IRB tracking number: 420180415). Ethical approval for Stage 3 was received on 29th May 2020 (IRB tracking number: 20201445). Written informed consent was obtained prior to any study activities at each stage of this study. Consent was confirmed verbally at the beginning of each interview, as captured on the audio recording. Consent for publication Dissemination of findings including via publication was included in the Infor- mation and Consent/Assent Form signed by all participants (and the parent/ legal guardian of adolescent participants). Competing interests CP , SW, and SR are employees of Adelphi Values, a health outcomes research agency, commissioned by Merck to conduct this study. Author details 1 Merck Research Laboratories, 2000 Galloping Hill Road, Kenilworth, NJ 07033, USA. 2 Adelphi Values, Adelphi Mill, Bollington, Cheshire SK10 5JB, UK. 3 CHI Poissy-St-Germain, Service De Gynécologie & Obstétrique, 10 rue du champ Gaillard, BP 3082, 78303 Poissy CEDEX, France. Received: 21 September 2021 Accepted: 28 December 2021

References

1. Fuldeore MJ, Soliman AM (2017) Prevalence and symptomatic burden of diagnosed endometriosis in the United States: national estimates from a cross-sectional survey of 59,411 women. Gynecol Obstet Invest 82(5):453–461 2. Giudice LC (2010) Endometriosis. N Engl J Med 362(25):2389–2398 3. Development NIoCHaH. Endometriosis https:// www. nichd. nih. gov/ health/ topics/ endom etrio sis. Published 2020. Accessed 23rd September 2020. 4. Clinic M (2020) Endometriosis. https:// www. mayoc linic. org/ disea ses- condi tions/ endom etrio sis/ sympt oms- causes/ syc- 20354 656. Published 2019. Accessed 23rd September 2020 Page 14 of 14Guan et al. Journal of Patient-Reported Outcomes (2022) 6:5 5. Oehmke F, Weyand J, Hackethal A, Konrad L, Omwandho C, Tinneberg H-R (2009) Impact of endometriosis on quality of life: a pilot study. Gynecol Endocrinol 25(11):722–725 6. Fourquet J, Gao X, Zavala D et al (2010) Patients’ report on how endome- triosis affects health, work, and daily life. Fertil Steril 93(7):2424–2428 7. Jones G, Jenkinson C, Kennedy S (2004) The impact of endometriosis upon quality of life: a qualitative analysis. J Psychosom Obstet Gynecol 25(2):123–133 8. Ballard K, Lowton K, Wright J (2006) What’s the delay? A qualitative study of women’s experiences of reaching a diagnosis of endometriosis. Fertil Steril 86(5):1296–1301 9. Surrey E, Soliman AM, Trenz H, Blauer-Peterson C, Sluis A (2020) Impact of endometriosis diagnostic delays on healthcare resource utilization and costs. Adv Ther 37(3):1087–1099 10. Rothman M, Burke L, Erickson P , Leidy NK, Patrick DL, Petrie CD (2009) Use of existing patient-reported outcome (PRO) instruments and their modifi- cation: the ISPOR Good Research Practices for Evaluating and Docu- menting Content Validity for the Use of Existing Instruments and Their Modification PRO Task Force Report. Value in Health 12(8):1075–1083 11. Biberoglu K, Behrman S (1981) Dosage aspects of danazol therapy in endometriosis: short-term and long-term effectiveness. Am J Obstet Gynecol 139(6):645–654 12. Health UDo, Evaluation HSFCfD, gov Rlbfh, et al. (2019) Guidance for industry: patient-reported outcome measures: use in medical product development to support labeling claims 13. Food Administration D (2009) Guidance for industry: patient-reported outcome measures: use in medical product development to support labeling claims. Fed Regist.74(235):65132–65133 14. Gater A, Taylor F, Seitz C, Gerlinger C, Wichmann K, Haberland C (2020) Development and content validation of two new patient-reported outcome measures for endometriosis: the Endometriosis Symptom Diary (ESD) and Endometriosis Impact Scale (EIS). J Patient Rep Outcomes 4(1):1–17 15. van Nooten FE, Cline J, Elash CA, Paty J, Reaney M (2018) Development and content validation of a patient-reported endometriosis pain daily diary. Health Qual Life Outcomes 16(1):3 16. Nguyen AM, Arbuckle R, Korver T et al (2017) Psychometric validation of the dysmenorrhea daily diary (DysDD): a patient-reported outcome for dysmenorrhea. Qual Life Res 26(8):2041–2055 17. Nguyen AM, Humphrey L, Kitchen H, Rehman T, Norquist JM (2015) A qualitative study to develop a patient-reported outcome for dysmenor- rhea. Qual Life Res 24(1):181–191 18. Agency EM (2005) Reflection paper on the regulatory guidance for the use of health-related quality of life (HRQL) measures in the evaluation of medicinal products. In: European medicines agency London 19. Harada T (2013) Dysmenorrhea and endometriosis in young women. Yonago Acta Med 56(4):81 20. Mokkink LB, Terwee CB, Patrick DL et al (2010) The COSMIN study reached international consensus on taxonomy, terminology, and definitions of measurement properties for health-related patient-reported outcomes. J Clin Epidemiol 63(7):737–745 21. Guest G, Bunce A, Johnson L (2006) How many interviews are enough? An experiment with data saturation and variability. Field Methods 18(1):59–82 22. Glaser BG, Strauss AL (2017) Discovery of grounded theory: Strategies for qualitative research. Routledge, London 23. Turner-Bowker DM, Lamoureux RE, Stokes J et al (2018) Informing a priori sample size estimation in qualitative concept elicitation interview stud- ies for clinical outcome assessment instrument development. Value in Health 21(7):839–842 24. Eccles DW, Arsal G (2017) The think aloud method: what is it and how do I use it? Qual Res Sport Exerc Health 9(4):514–531 25. Wild D, Grove A, Martin M et al (2005) Principles of good practice for the translation and cultural adaptation process for patient-reported outcomes (PRO) measures: report of the ISPOR task force for translation and cultural adaptation. Value health 8(2):94–104 26. Braun V, Clarke V (2006) Using thematic analysis in psychology. Qual Res Psychol 3(2):77–101 27. Schneider A, Touloupidis S, Papatsoris AG, Triantafyllidis A, Kollias A, Schweppe KW (2006) Endometriosis of the urinary tract in women of reproductive age. Int J Urol. 13(7):902–904 28. Dworkin RH, Turk DC, Farrar JT et al (2005) Core outcome measures for chronic pain clinical trials: IMMPACT recommendations. Pain 113(1):9–19 29. Barke A, Koechlin H, Korwisi B, Locher C (2020) Emotional distress: Speci- fying a neglected part of chronic pain. Eur J Pain 24(3):477–480 30. Vincent K, Kennedy S, Stratton P (2010) Pain scoring in endometriosis: entry criteria and outcome measures for clinical trials. Report from the Art and Science of Endometriosis meeting. Fertil Steril. 93(1):62–67 31. Cleeland C (1989) Measurement of pain by subjective report. Adv Pain Res Therapy 12:391–403 32. Jones G, Kennedy S, Barnard A, Wong J, Jenkinson C (2001) Development of an endometriosis quality-of-life instrument: the endometriosis Health Profile-30. Obstet Gynecol 98(2):258–264 33. Food Administration D (2018) Methods to identify what is important to patients & select, develop or modify fit-for-purpose clinical outcomes assessments. Paper presented at: Patient-focused drug development guidance public workshop 34. Deal LS, DiBenedetti DB, Williams VS, Fehnel SE (2010) The development and validation of the daily electronic endometriosis pain and bleeding diary. Health Qual Life Outcomes 8(1):64 35. Macefield RC, Jacobs M, Korfage IJ et al (2014) Developing core out- comes sets: methods for identifying and including patient-reported outcomes (PROs). Trials 15(1):1–12 36. Williamson PR, Altman DG, Blazeby JM et al (2012) Developing core outcome sets for clinical trials: issues to consider. Trials 13(1):132 37. Kirkham JJ, Davis K, Altman DG et al (2017) Core outcome Set-STAndards for development: the COS-STAD recommendations. PLoS medicine. 14(11):e1002447 38. Duffy J, Hirsch M, Vercoe M, et al (2020) A core outcome set for future endometriosis research: an international consensus development study. BJOG Int J Obstet Gynaecol Publisher’s Note Springer Nature remains neutral with regard to jurisdictional claims in pub- lished maps and institutional affiliations.

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