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)
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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
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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
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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)
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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
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