Key Points
Question
What changes in health-related quality of life are associated with hearing loss?
Findings
In this qualitative study, a systematic literature review of 45 studies including 1036 patients with hearing loss, an expert focus group of 4 audiologists and 4 otologists, and semistructured interviews with 26 individuals with hearing loss were used to identify a comprehensive list of the 29 subdomains of quality of life associated with hearing loss.
Meaning
Understanding the multifaceted associations of hearing loss with health-related quality of life is essential to studying hearing loss conditions and treatments; the framework presented here is useful for generation or evaluation of hearing-related quality of life measures.
Abstract
Importance
Utility is a single-value, preference-based measure of health-related quality of life that represents the desirability of a health state relative to being dead or in perfect health. Clinical, funding, and policy decisions rely on measured changes in utility. The benefit of hearing loss treatments may be underestimated because existing utility measures fail to capture important changes in quality of life associated with hearing loss.
Objective
To develop a comprehensive profile of items that describe how quality of life is associated with hearing loss and its treatments that can be used to generate hearing-related quality of life measures, including a novel utility measure.
Design, Setting, and Participants
This qualitative study, performed from August 1, 2018, to August 1, 2019, in tertiary referral centers, comprised a systematic literature review, focus groups, and semistructured interviews. The systematic review evaluated studies published from 1982 to August 1, 2018. Focus groups included 8 clinical experts experienced in the measurement, diagnosis, treatment, and rehabilitation of hearing loss. Semistructured interviews included 26 adults with hearing loss recruited from an institutional data set and outpatient hearing aid and otology clinics using stratified convenience sampling to include individuals of diverse ages, urban and rural residency, causes of hearing loss, severity of hearing loss, and treatment experience.
Main Outcomes and Measures
A set of items and subdomains that collectively describe the association of hearing loss with health-related quality of life.
Results
The literature search yielded 2779 articles from the MEDLINE, Embase, Cochrane, PsycINFO, and CINAHL databases. Forty-five studies including 1036 individuals (age range, 18-84 years) were included. The focus group included 4 audiologists and 4 otologists. Hour-long semistructured interviews were conducted with 26 individuals (13 women; median age, 54 years; range, 25-83 years) with a broad range of hearing loss causes, configurations, and severities. From all 3 sources, a total of 125 items were generated and organized into 29 subdomains derived from the World Health Organization’s International Classification of Functioning, Disability and Health.
Conclusions and Relevance
The association of hearing loss with quality of life is multidimensional and includes subdomains that are not considered in the estimation of health utility by existing utility measures. The presented comprehensive profile of items can be used to generate or evaluate measures of hearing-related quality of life, including utility measures.
This qualitative study develops a comprehensive profile of items that describe how quality of life is associated with hearing loss and its treatments that can be used to generate hearing-related quality of life measures, including a novel utility measure.
Introduction
Hearing loss is the fourth-leading cause of disability globally and is associated with social isolation, depression, cognitive decline, and other negative health outcomes.1,2,3,4 Measures of health-related quality of life (HRQoL) quantify the ultimate outcome associated with hearing loss and its associated deficits and are therefore important measures of the effectiveness of hearing loss interventions.
Health utility is a single-number summary of HRQoL that represents the desirability of a health state relative to being dead (assigned a utility of 0) or in perfect health (assigned a utility of 1). Utility is used in clinical studies and population health surveys as a global measure of health status. It is also used in cost-effectiveness analyses as a HRQoL weight in the calculation of quality-adjusted life expectancy.5,6,7,8 Funding and policy decisions are increasingly reliant on measured changes in utility. The risk in the assessment of hearing loss interventions is that, if available utility measures fail to capture important improvements, beneficial health care resources may be withheld inappropriately.
The validity of utility estimates depends on the content of the questionnaire—if relevant questions about health status are not asked, relevant changes may not be captured. The Health Utilities Index Mark 3 is commonly used to study HRQoL in hearing loss in part because its hearing content is relatively comprehensive; others have more limited conceptualizations or do not include hearing at all.9,10,11 The Health Utilities Index Mark 3 summarizes the respondents’ ability to understand speech in one-on-one and group settings and their reliance on hearing aids.12 Hearing loss, however, occurs on a spectrum of severities across a range of frequencies and 2 independent ears. Signals are integrated to provide more than detection of sound but an entire perception of an individuals’ position in auditory space. A simplified conceptualization of hearing may fail to capture impairments that are important to individuals with the hearing loss. For example, sound localization and listening effort are impaired in monoaural hearing and are not described in the Health Utilities Index Mark 3 or any other utility instrument. Available utility estimates may therefore underestimate the benefit of interventions designed to achieve a semblance of binaural hearing. Bilateral cochlear implantation is one example, where measured utility change compared with unilateral implantation is minimal, ranging from 0.02 to −0.03.7,13,14,15 This finding contradicts established performance benefits such as speech recognition and sound localization,13,16 as well as HRQoL improvements measured with other instruments.16,17,18,19 A new utility measure that comprehensively characterizes the abilities and disabilities of patients across the spectrum of hearing loss is critical for accurately characterizing the effectiveness of modern hearing loss interventions.
Scientific standards for the development of typical HRQoL instruments are well established,20 and most principles are also applicable to the development of condition-specific utility instruments.10,11,12 The multiphase process must begin with a valid and comprehensive conceptualization of the target construct. The objective of the present study was to identify independent subdomains of hearing that, when considered collectively, describe how hearing loss and its treatment are associated with HRQoL. This comprehensive profile could be used to generate or evaluate any measure of hearing-related quality of life, including a new hearing-specific utility instrument.
Methods
This qualitative study was performed from August 1, 2018, to August 1, 2019. Specific examples of hearing-related function or disability that are associated with changes in HRQoL are referred to as “items.” Multiple sources were consulted for item generation, including a systematic literature review, expert focus group, and semistructured interviews of patients. Written informed consent was obtained from each participant in the focus group and all patients and the study was approved by the Sunnybrook Health Sciences Centre Research Ethics Board. The systematic review is reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) reporting guideline.21
Systematic Literature Review
We sought studies that described changes in HRQoL associated with hearing loss. A systematic review published in 2017 reports items relevant to adults with hearing loss and their communication partners.22 Items from that review were extracted to serve as a preliminary item list. Given the underrepresentation of patients with cochlear implants (CIs) in that review, a separate systematic review was conducted to summarize qualitative studies exploring the HRQoL of patients with CIs.
Eligibility Criteria
Study Designs
Eligible studies explored the HRQoL of patients with CIs with open-ended or closed-ended questionnaires, interviews, or focus groups. Experimental, observational, and cross-sectional studies along with case reports and autobibliographic reports were eligible. Professional commentaries and web-based forums were excluded.
Participants, Intervention, and Comparison
The target population for the systematic review was adults (≥18 years of age) with hearing loss rehabilitated with a unilateral CI or bilateral CIs. No restriction on the comparison groups was applied.
Setting and Time Frame
Eligible studies were published in or after 1982, the year of publication of one of the earliest hearing loss patient-reported outcome measures, the Hearing Handicap Inventory for the Elderly.23 This time frame also approximates the market introduction of the multichannel CI.24 Studies published up to August 1, 2018, were eligible.
Information Sources
Databases searched included MEDLINE, Embase Classic+Embase, Cochrane, PsycINFO, and CINAHL. Conference abstracts were included.
Search
Generated in consultation with a medical librarian, the search consisted of subject headings and text word terms for cochlear implants AND quality of life AND qualitative research (eFigure 1 in the Supplement). Validated search strategies for qualitative studies were applied.25,26 Reference lists of included articles supplemented the search.
Study Selection
Abstract and title screening and full-text review were completed in duplicate. Discrepancies were resolved by a third investigator.
Data Collection and Data Items
A piloted data collection form was used to extract study year of publication, country of origin, design, qualitative data collection method, and sample size. Participant mean age, proportion female, severity and proportion of bilateral or unilateral hearing impairment, and intervention was extracted for each study. Data were managed with DistillerSR (Evidence Partners).
Item extraction was performed independently by 2 investigators (including P.R.D.). For studies whose qualitative component was a predicate step to generation of an HRQoL instrument, questions included in the preliminary instrument were extracted. The aim of capturing all reported items and subdomains obviated the relevance of a risk of bias assessment for articles in this review.
Expert Focus Group
A group of 8 experts (4 audiologists and 4 otologists) was convened after the systematic review was complete to generate additional items. Broad inclusion of individuals with varying expertise in the medical and surgical treatments and rehabilitation of patients with hearing loss was prioritized. Discussion was led first by open-ended questions about factors that are associated with the quality of life of patients with hearing loss. Once novel items were no longer generated spontaneously, experts were guided through the World Health Organization’s International Classification of Functioning, Disability and Health (ICF) brief core set for hearing loss and then the master item list generated by the systematic review to generate additional discussion.
Key Stakeholder (Patient) Semistructured Interviews
A total of 26 patients were consulted in individual semistructured interviews for further item generation. Adult (≥18 years of age) English-speaking participants with hearing loss were recruited from those seen in audiology and otolaryngology clinics for various levels of hearing loss, those evaluated for hearing aid fitting, and those evaluated for CI surgery. Stratified convenience sampling was applied to recruit participants with a broad distribution of ages, urban and rural residency, causes of hearing loss, severity of hearing loss, and treatment experience. Block recruitment ensured that at least 1 participant from each of 6 defined hearing categories (mild to moderate hearing loss, single-sided deafness, candidate for CI on both sides, CI with contralateral normal hearing, CI with contralateral hearing loss, and bilateral CIs) was included in each block. Semistructured interviews continued until saturation, defined as no emergence of new items in a participant block.
The interview began with open-ended questions including: “In your personal experience, how has hearing loss impacted your quality of life?” Participants were encouraged to reflect on the past several weeks and then on years prior and other stages of their hearing loss and other treatments they had experienced. When no novel items were spontaneously offered, the master list including items generated from the systematic review and expert focus group was presented to stimulate further discussion.
Data Synthesis for Systematic Review, Focus Groups, and Semistructured Interviews
Items extracted from studies included in the systematic review were initially organized according the World Health Organization’s ICF core sets for hearing loss. Core sets are standardized sets of categories designed to systematically describe health.27,28,29 New categories were generated for items or subdomains that were not suitable for inclusion in existing hearing loss core set categories. The resulting item list and subdomain framework served as the preliminary master item list.
Items generated by spontaneous and guided discussion in the focus group or semistructured interviews were added to the master item list in real time. The language used to describe items and their categorization were reviewed with and approved by the participant(s). If any participant thought that an item reflected a concept unique from existing subdomains, a new subdomain was generated. Transcripts were reviewed by 2 study investigators (including P.R.D.), organized thematically, and compared with the master item list to ensure that all discussed items were captured. New items and subdomains were added if either investigator considered an identified theme to be unique from those already listed. This approach is adapted from previously reported conceptualizations of condition-specific HRQoL.30,31
Results
Information Sources
Systematic Review Study Selection and Characteristics
The search yielded 2779 unique publications. Full-text review confirmed eligibility of 45 studies (eFigure 2 in the Supplement).32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76 There was broad geographic representation of studies from predominantly developed countries (Table 1). Across all studies, 1036 participants (age range, 18-84 years) were included. Semistructured interviews were the most common data collection method (18 of 45 [40%]) followed by open-ended questionnaires (14 of 45 [31%]).
Table 1. Characteristics of Studies Included in the Systematic Review Focused on Recipients of Cochlear Implants .
Characteristic | All included studies (N = 45) |
---|---|
Country of origin, No. | |
United Kingdom | 16 |
United States | 14 |
Canada | 7 |
Other | 8 |
Total No. of participants | 1036 |
Age of participants, range, y | 18-84 |
Proportion of female participants, range, % | 0-100 |
Hearing status category of participants, No.a | |
Cochlear implant | |
Unilateral | 38 |
Bilateral | 8 |
Bimodal (cochlear implant plus hearing aid) | 3 |
Single-sided deafness cochlear implant | 1 |
Hybrid cochlear implant (electroacoustic) | 1 |
Data collection methoda | |
Semistructured interviews | 18 |
Open-ended questionnaire | 14 |
Autobibliographic report | 9 |
Focus groups | 4 |
Diary entries | 3 |
Some studies included more than 1 hearing status category and/or data collection method.
Focus Group Participants
Focus group participants included 4 audiologists with experience with various methods of hearing rehabilitation including CI and hearing aid fitting, and 4 otolaryngologists with subspecialty interest in otology and neurotology.
Semistructured Interview Participants
Two blocks of participants were recruited, including 26 individuals with hearing loss (Table 2). Saturation of information was achieved with this sample. A broad range of ages (median, 54 years; range, 25-83 years) and equal proportion of sexes (13 women) were included. Sudden idiopathic hearing loss was the most common cause (9 of 26 [35%]).
Table 2. Demographic and Clinical Characteristics of Item Generation Semistructured Interview Participants.
Characteristic | Participants, No. (N = 26) |
---|---|
Age, median (range), y | 54 (25-83) |
Female, No. (%) | 13 (50) |
Cause of hearing lossa | |
Idiopathic, sudden, or rapidly progressive | 9 |
Meniere disease | 6 |
Idiopathic, slowly progressive | 4 |
Presbycusis | 4 |
Congenital | 3 |
Trauma | 3 |
Other | 2 |
Missing | 1 |
Duration of any hearing loss, median (range), y | 16 (2-63) |
Hearing status category | |
Single-sided deafness | 5 |
Mild to moderate hearing loss | 2 |
Cochlear implant | |
Bilateral candidate | 4 |
Single-sided deafness | 4 |
Unilateral (±bimodal) | 6 |
Bilateral | 5 |
Some participants indicated more than 1 cause.
Identification and Organization of Items and Subdomains
All 56 items reported in the identified previously published systematic review were extracted.22 Extraction of data from the 45 studies included in our systematic review yielded 111 items. Of those, 56 were represented by items identified in the previous review and 55 were novel. These 111 items were organized according to 23 of the 27 categories in the ICF brief core set for hearing loss as well as 5 additional categories added from the ICF comprehensive core set for hearing loss and 1 additional category from the ICF framework that is not included in either hearing loss core set (Table 3).
Table 3. Items Generated From All Sources Organized According to the Original Conceptual Framework Adapted From ICF Brief Core Set for Hearing Loss.
ICF categorya | Itemsb | Additional items identified by expert focus group |
---|---|---|
Body functions | ||
Temperament and personality functions | Social confidence, sense of belonging, feelings of inadequacy, and self-image | None |
Attention functions | High level of effort to hear, fatigue due to listening effort, and effort interfering with speech processing | None |
Memory functions | None | Grocery list recall, remembering to pick up children, and remembering scheduled events |
Emotional functions | Worry, anger, upset, denial, boredom, embarrassment, stress, loneliness, shame, confidence, rejection, depression, anxiety, and fear | |
Seeing functions | Improved vision due to increased reliance | |
Hearing functions | Hearing warning sounds (general), fire alarms, emergency sirens, telephone ring, doorbell, television and radio sounds, distant sounds, footsteps, traffic sounds, environmental or nature sounds, speech sounds, high and low pitches, a door open, or water drip; hyperacusis; sound localization; tinnitus affecting hearing; hearing in noise; sound quality; sound discrimination; benefits of hearing loss; and hearing sounds on both sides | Hearing household animals, an elevator arrive, or items drop on the floor |
Sensations associated with hearing and vestibular functions | Tinnitus; tinnitus affecting relaxation, headache, and balance | None |
Voice functionsc | Voice volume modulation, speech production | None |
Motivationc | Motivation | None |
Onset of sleepd | Tinnitus affecting sleep onset | None |
Activities and participation | ||
Listening | Listening to speech on the telephone, speech in noisy environments, birdsong, music, whispering, speech (general), speech in a group of talkers, speech in a traveling vehicle, speech in quiet environments, or television or radio; listening in the dark or in a lecture hall; and identifying familiar voices | None |
Handling stress and other psychological demands | Autonomy, ability to care for dependents, and ability to multitask | None |
Communication with (receiving) spoken messages | Asking others to repeat, understanding speech with accents, misunderstandings, understanding social conversational cues, and pretending to understand speech | Interpreting emotions |
Conversation | Communicating, general conversation, spontaneous conversation, and conversing in a group of talkers | None |
Using communications devices and techniques | Conversing on the telephone; reliance on written communication, lip reading, or interpreter | None |
Family relationships | Relationships with family members and maintaining long-distance relationships | None |
School education | None | Appropriateness of accommodations at school, willingness to use accommodations at school, and academic performance |
Remunerative employment | Listening to speech at work, communicating at work, ability to perform duties at work, opportunities at work, fear of termination, and changing job | None |
Community life | Volunteer work | None |
Informal social relationshipsc | Social withdrawal, social isolation, and altered social interactions | None |
Recreation and leisurec | Pleasure of listening to music and environmental sounds and not going to restaurants or noisy social events | None |
Intimate relationshipsc | Effects on relationship intimacy | Finding new intimate relationships and selection of partner (hearing vs nonhearing) |
Environmental factors | ||
Products and technology for communication | Technical problems with assistive hearing device, battery life, expectations of rehabilitation, empowerment to control hearing, and comfort of assistive device | None |
Sound | Strategies to improve listening in distracting sound and strategic seating in noisy environments | None |
Immediate family | Expectations of family members | Capacity to support |
Health professionals | Quality or support of health care professionals | None |
Individual attitudes of immediate family members | Feeling of being a burden to others | None |
Societal attitudes | Stigma of hearing loss, societal expectations of hearing, stigma of assistive hearing device, and others thinking you are rude or incompetent | Willingness to make accommodations |
Health services, systems, and policies | Quality of health care system and access to health care system | None |
Abbreviation: ICF, International Classification of Functioning, Disability and Health.
Unless otherwise specified, categories listed are from ICF brief core set for hearing loss.
Unless otherwise specified, source of identified item was systematic literature search.
Added categories from ICF comprehensive core set.
Added categories from ICF category not included in either hearing loss core set.
The expert focus group discussions generated 14 additional items (Table 3). There was unanimous agreement from focus groups participants that all items discussed had been added to the master item list. The experts acknowledged that additional real-life examples pertaining to a particular item could be conceptualized, but that no further items representing unique concepts could be suggested.
No unique items were generated by semistructured patient interviews. At the conclusion of each interview after structured review of the master item list with the interview participant, all participants agreed that all discussed topics were captured by the existing list. Review of themes abstracted from interview transcripts supported that conclusion.
Items and Subdomains Emphasized in Patient Semistructured Interviews
Several subdomains and items were emphasized as being important to quality of life by interview participants. Additional supporting quotations are provided in the eTable in the Supplement.
Communication: Receiving Spoken Messages
Impaired ability to recognize and understand speech was described as being context dependent, varying on the characteristics of the speaker and the environment. Characteristics of the speaker included voice pitch and accent, as well as the presence of multiple talkers: “Women’s voices seems to be a little bit easier to pick up for me” (male, aged 50-59 years, bilateral CIs). The presence of background noise increased the challenge of understanding speech and sometimes led to social avoidance.
Using Communications Devices and Techniques: Conversing on the Telephone
An inability or reduced ability to understand what was said over a telephone was particularly notable in work environments, where the ability to use alternative methods of communication were more limited: “I’m a pharmacist. I couldn’t take phone calls. I couldn’t speak to doctors on the phone. I really couldn’t interact with staff” (male, aged 50-59 years, bilateral CIs).
Hearing Functions: Environmental Sounds
Hearing thresholds were typically discussed in the context of ability to hear and recognize certain environmental sounds. Participants emphasized the safety implications of missing certain warning sounds: “[Before my CI] I wouldn’t know if somebody was at the door. Or, the phone was ringing. Or, the fire alarm was going off…you have no clue” (male, aged 50-59 years, bilateral CIs).
Hearing Functions: Sound Localization
An inability to identify the location of sounds in one’s surrounding environment was a recurring theme, particularly for patients with a unilateral CI or single-sided deafness. The safety implications of misinterpreting the direction of origin of some sounds was emphasized: “An ambulance…it’s not hearing it, it’s pinpointing where it is and where it’s coming from” (male, aged 50-59 years, single-sided deafness).
Hearing Functions: Hearing Sounds on Both Sides
Participants described missing sounds on their poor-hearing side and the nuisance of having to position themselves strategically to ensure their better-hearing side was directed toward an important signal. Participants also described the troubling sensation of having an incomplete sound field as well as the relative differences in sound quality associated with hearing with 2 ears instead of 1: “…when you have the hearing on both sides…it’s, it’s louder. It’s clearer” (male, aged 50-59 years, bilateral CIs).
Sensations Associated With Hearing and Vestibular Functions: Tinnitus
The reported association of tinnitus with quality of life was variable. Some participants described an intrusive and annoying sound that was associated with profoundly reduced quality of life, others reported tinnitus but were not bothered by it, and others had not experienced tinnitus. Perception was noted to be dependent on environment and stress: “Tinnitus is always, always, always there…I’m living with the damn noise [of] my tinnitus” (female, aged 50-59 years, single-sided deafness with CI). “A few occasions I hear whooshing, something like that and it stops and I forgot all about it” (male, aged 80-89 years, hearing aids).
Attention Functions: Listening Effort
The effort and focus required to hear had a negative association with some respondents’ quality of life, predominantly mediated through reduced energy level: “If I had a long day—I would come home and I would be exhausted… Because you’re spending a lot of time focusing” (male, aged 50-59 years, bilateral CIs).
Recreation and Leisure: Pleasure of Listening to Music
Many participants described a reduced enjoyment of music associated with their hearing impairment, particularly among participants with CI(s): “I would try to put on a CD [compact disc] and oh, it just—it sounds like garbage” (male, aged 50-59 years, unilateral CI).
Some participants described a reduced enjoyment of music because it distracted from one’s ability to understand speech: “I like to drive with music, I can’t anymore…if there’s music, there’s no conversation. If there’s conversation there’s no music” (male, aged 20-29 years, single-sided deafness).
Products and Technology for Communication
The negative HRQoL implications of assistive hearing devices reported included stigma, comfort, and breakdown: “I have to carry around like the case with me all the time and then I always worry about the battery…I don’t like being reliant on a contraption” (female, aged 30-39 years, hearing aids).
Informal Social Relationships
Participants described a reduced willingness to attend social events owing to poor speech recognition and a negative association with existing relationships owing to communication partners’ frustration with making accommodations (eg, frequent need for repetition). Developing new social relationships was described as challenging owing to limited ability to interpret verbal social cues, which led to misunderstandings: “I don’t hear enough of a person to know what they’re like…there’s no interaction between people if you can’t hear them, so there’s no affinities going on, no likes or dislikes” (female, aged 60-69 years, bilateral CIs).
School Education and Remunerative Employment
Hearing loss was also described to have an association with educational and vocational achievement: “…there was a major change in my grades, like I would get C’s until my hearing got better, then I would get B’s and A’s” (female, aged 30-39 years, hearing aids).
Some participants described poor speech understanding as a cause of embarrassment, which was associated with an unwillingness to ask for accommodations at school or work: “…in grade 9 I had another bit of a hearing loss and you know how teenagers are, they start getting self-conscious and all that…so I’d just get bad grades…” (female, aged 60-69 years, bilateral CIs).
Work performance and advancement had a negative association with hearing loss through perceived discrimination and avoidance of work that required social engagement.
Discussion
A data-driven approach to conceptualizing the association between hearing loss and HRQoL was taken whereby examples of how hearing loss is associated with HRQoL were systematically collected from a literature review, clinical experts, and patients. The result is a comprehensive profile of subdomains and items that can be used for the generation and evaluation of tools for measuring HRQoL of individuals with hearing loss.
Our approach differs from the top-down approach applied in the generation of some existing hearing-related quality-of-life instruments. Both the Nijmegen Cochlear Implant Questionnaire and the Speech, Spatial and Qualities of Hearing Scale, for example, are based on a subdomain framework generated solely by expert opinion; items were generated to fit within those frameworks.77,78 Reliance on a single source for subdomain generation introduces the potential for a narrowed conceptualization of the target construct. A comparatively rigorous conceptualization of hearing served as the basis for the recent generation of the Cochlear Implant Quality of Life instruments.34,79,80 Communication, emotion, environmental sounds, independence and work function, listening effort, social isolation and ability to socialize, and sound clarity were themes that McRacken and colleagues34 identified as being relevant to the HRQoL of patients with CIs. All these themes were also identified in our study to be of importance to the broader population of individuals with hearing loss. We also identified additional items—including tinnitus and reliance on products and technology for communication. Observed differences may be explained by differing HRQoL priorities of patients with CIs compared with those of the broader population with hearing loss. Greater diversity of sources for item and subdomain generation applied in our study may also have accounted for identification of additional items and subdomains in our study. For example, expert opinion was systematically included in the form of a focus group. Patient input was captured with individual semistructured interviews rather than focus groups, which may have more reliably captured the opinions of individuals with hearing impairments that challenge participation in group conversation.
Part of the motivation for our work was to generate a comprehensive pool of subdomains and items that could be used to generate a new utility instrument. Design of any HRQoL measure requires an understanding of how HRQoL can be associated with the condition under study and can be conceptualized with a list of subdomains and items. To balance accurate estimation of HRQoL and response burden of the new instrument, the list is systematically shortened by eliminating items that are least important or redundant. Parsimony is particularly important in utility instruments, where the scoring function requires the utility associated with all possible sets of responses (ie, health states) to be empirically estimated or modeled. The number of possible health states can quickly become unmanageable for this labor-intensive exercise: an instrument with 10 questions each with 5 response options has more than 9.7 million response combinations. Consulting patients with hearing loss about the importance of each item and subdomain to their HRQoL is one approach to identifying which of these items and subdomains should be included in a novel hearing utility instrument.30,31 No matter how meticulous the item reduction method, mistakenly omitting an important item from the initial conceptualization guarantees that it will not be included in the final instrument.
Limitations
This study has some limitations. A challenge of holistically describing the association of hearing loss with HRQoL is that the characteristics of the individuals and their hearing loss modify that association. There are numerous causes of hearing loss and a nearly unlimited spectrum of hearing loss severity, some of which may be associated with unique HRQoL implications. A limited sample of demographics and causes were represented by semistructured interview participants. Setting is also associated with participant selection. Patients and experts were recruited from a tertiary referral center offering a spectrum of treatment including a CI program, implying access to comprehensive care. To mitigate potential selection bias, we purposefully sampled experts who treat all types and severities of hearing loss and patients with varied demographics and hearing impairments at various stages of treatment. Broad international representation in the literature search may also have compensated for bias associated with setting. Sequential consultation of multiple independent sources further reduced risk of selection bias and also served to check the comprehensiveness of previous steps. That no novel items or subdomains were identified in the semistructured interviews supports the robustness of the systematic review and focus group. Nonetheless, the potential for additional items or subdomains to have been identified by broader inclusion of studies in the systematic review or additional focus group or interview participants is acknowledged.
Conclusions
We present a comprehensive set of items and subdomains that describe how hearing loss is associated with HRQoL. This conceptualization can be used to evaluate the appropriateness and comprehensiveness of existing measures of hearing-associated HRQoL. It can also be used to generate new measures of HRQoL, including a utility instrument, specific to populations with hearing loss. Such an instrument would be the logical choice for clinical, population health, and cost-effectiveness studies evaluating HRQoL changes associated with hearing loss.
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