Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Models of service delivery in adult cochlear implantation and evaluation of outcomes: A scoping review of delivery arrangements

  • Azadeh Ebrahimi-Madiseh ,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Visualization, Writing – original draft, Writing – review & editing

    Azadeh.ebrahimimadiseh@research.uwa.edu.au

    Affiliations UWA Medical School, The University of Western Australia, Perth, Australia, Telethon Speech and Hearing, Perth, Australia, Ear Science Institute Australia, Perth, Australia

  • Mansoureh Nickbakht,

    Roles Data curation, Formal analysis, Investigation, Writing – original draft, Writing – review & editing

    Affiliation Centre for Hearing Research (CHEAR), School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia

  • Robert H. Eikelboom,

    Roles Formal analysis, Writing – original draft, Writing – review & editing

    Affiliations Ear Science Institute Australia, Perth, Australia, Center for Ear Sciences, The University of Western Australia, Perth, Australia, Department of Speech Language Pathology and Audiology, University of Pretoria, Pretoria, South Africa

  • Rebecca J. Bennett,

    Roles Formal analysis, Writing – original draft, Writing – review & editing

    Affiliations Ear Science Institute Australia, Perth, Australia, Centre for Hearing Research (CHEAR), School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia, Center for Ear Sciences, The University of Western Australia, Perth, Australia

  • Peter L. Friedland,

    Roles Formal analysis, Supervision, Writing – original draft, Writing – review & editing

    Affiliations UWA Medical School, The University of Western Australia, Perth, Australia, University of Notre Dame Australia, Perth, Australia

  • Marcus D. Atlas,

    Roles Writing – review & editing

    Affiliations Ear Science Institute Australia, Perth, Australia, Center for Ear Sciences, The University of Western Australia, Perth, Australia

  • Rebecca L. Jessup

    Roles Formal analysis, Methodology, Visualization, Writing – review & editing

    Affiliations School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, Australia, School of Medicine, Nursing and Health Sciences, Rural Health, Monash University, Melbourne, Australia, Northern Health, Hospital Without Walls Service, Melbourne, Australia

Abstract

Background

This study aimed to describe available evidence of cochlear implantation delivery arrangements in adults and the outcomes by which these service models are measured.

Methods

Scoping review of English language, primary studies conducted on adults (≥18 years) with ten or more subjects, published between January 2000 and June 2022, which assessed the effects of delivery arrangements of cochlear implantation were included. MEDLINE, EMBASE, CINAHL Plus, AMED, PsycINFO, LILACS, KoreaMed, IndMed, Cochrane CRCT, ISRCTN registry, WHO ICTRP and Web of Science were systematically searched. Included studies had to have a method section explicitly measure at least one of the Cochrane Effective Practice and Organization of Care (EPOC) outcome category. Criteria for systematic reviews and delivery arrangement category based on EPOC taxonomy was included in data extraction. Data was narratively synthesized based on EPOC categories.

Results

A total of 8135 abstracts were screened after exclusion of duplicates, of these 357 studies fulfilled the inclusion criteria. Around 40% of the studies investigated how care is delivered, focusing on quality and safety systems. New care pathways to coordinate care and the use of information and communication technology were emerging areas. There was little evidence on continuity, coordination and integration of care, how the workforce is managed, where care is provided and changes in the healthcare environment. The main outcome measure for various delivery arrangements were the health status and performance in a test.

Conclusion

A substantial body of evidence exists about safety and efficacy of cochlear implantation in adults, predominantly focused on surgical aspects and this area is rapidly growing. There is a lack of evidence on aspects of care delivery that may have more impact on patients’ experience such as continuity, coordination and integration of care and should be a focus of future research. This would lead to a better understanding of how patient’s view CI experience, associated costs and the value of different care models.

Introduction

The growing demand on health systems globally has challenged providers to continuously identify and implement optimal models of care to reduce costs and improve outcomes for patients. A model of care is a delivery arrangement that aims to provide best practice for a patient population as they transition through various steps of a condition [1]. These models of care may focus on one or more aspects of how, when, or where care is delivered, who care is delivered to, or what type of care is delivered. Altering one or more of these aspects has shaped various service delivery models over the years to improve health outcomes, patient experience, sustainability and quality of healthcare services [2].

Hearing loss is a pervasive global health challenge affecting around 10% of the world’s population [3], ranking fifth on the global burden of diseases [4] with a global estimated cost of $981 billion in 2019 [5]. Age is the number one factor influencing the growing prevalence of hearing loss, and is projected to impact 900 million people by 2050 [3]. Age-related hearing loss or hearing loss as a result of an established condition may not always be curable [6], however, it can be effectively managed by hearing aids for mild to moderate degrees of loss [7], or cochlear implants (CIs) for more severe hearing loss [8].

The care cycle for adults with hearing loss involves identification and assessment (diagnosis) of hearing loss followed by intervention (auditory rehabilitation). Models of hearing healthcare (HHC) are based on the traditional and widely applied approaches to care, with referral to hearing clinics originating from primary care physicians, Ear-Nose-Throat (ENT) specialists or patients’ themselves. Hearing clinics usually require soundproof rooms and sophisticated equipment operated by HHC professionals [6, 9]. People may seek help when their hearing loss reaches a mild degree of impairment, when they may require hearing aids to manage their condition. Whether hereditary or as a result of lifestyle or environmental factors, as the hearing loss progresses [10, 11], they may require implantable devices, such as CIs, and this will involve transition from hearing aid clinics to CI units. In many countries the hearing aid based rehabilitation services are delivered by specifically trained HHC professionals (hearing aid audiologists), with a separate group of specifically trained HHC professionals being responsible for the CI eligibility assessments, CI surgery (ENT surgeons), programming and after care (CI audiologists) [1214].

The CI models of care face a number of challenges. Firstly, relatively few potential CI candidates are referred for CI candidacy assessment [15], largely due to barriers to referral between hearing aid and CI clinics. These barriers include unclear eligibility criteria [16] and the need for continuous upskilling of the hearing aid audiologists [17, 18]. Secondly, CI services are usually centralized, offered only in specialized CI units located in metropolitan areas that provide in-clinic services [19, 20]. Centralization poses additional barriers to utilization of services for patients, particularly those from rural and remote areas. Finally, the global shortage of HHC professionals [21, 22] has made human resourcing for specialized surgical procedures and ongoing post-operative aftercare challenging; only 15% of surveyed ENT specialists in the United Kingdom identify as ear specialists [23]. The availability of an appropriately trained CI workforce is essential to the provision of high quality and effective healthcare [24]. The increasing demand for CIs from an aging population [25], the expansion of the candidacy criteria, and an improved awareness of CIs amongst both referrers and patients [26] may pose additional demands on implant units and the HHC workforce, and highlight the shortcomings of the current models of CI service delivery.

An examination of the available evidence into CI service delivery models for adult patients and how outcomes are measured may assist to identify strategies for addressing problems and improve CI services. This is the first step toward recognizing how resources might be better allocated and new models of care designed. This scoping review therefore aimed to describe the current range, extent and nature of the delivery arrangements of services provided to adult CI candidates and recipients, the extent and range of the reported outcome measures, and future research needs and priorities to improve services for this population.

Methods

A scoping review was selected to provide a systematic method of mapping the extent and range of key concepts within the area of CI delivery arrangement research, and the nature of available evidence, given this complex and broad question has not been comprehensively reviewed before [27].

Cochrane effective practice and organization of care (EPOC) taxonomy [28] was used to categorize the delivery arrangements. The EPOC taxonomy of health system interventions provides a framework and a comprehensive inventory to systematically map the evidence about health system interventions for use in practice and policy [29, 30]. It includes four domains: delivery arrangements, financial arrangements, governance arrangements, and implementation strategies [31]. As the focus of this study was to better understand how care delivery is organised, only the domain delivery arrangements was used for classification. This domain has five categories that characterize interventions according to their conceptual, functional and/or practical similarities [29, 31]. These include (i) how and when care is delivered, (ii) where care is delivered and changes to the environment, (iii) who provides care and how the workforce is managed, (iv) co-ordination of care and management of care processes, and (v) communication and information technology, each with number of subcategories. The Cochrane EPOC also recommends a comprehensive list of primary and secondary outcome categories by which health system interventions are measured [32]. These outcome categories were used to report the outcomes in this study and are described further below.

Protocol

The protocol was informed by the framework developed by Arksey and O’Malley [33] that was further advanced by Levac, Colquhoun [34]. This scoping review was reported according to the Preferred Reporting Items for Systematic Review and Meta-analysis for Scoping Review checklist (PRISMA-ScR) [35] (S1 File).

Criteria for inclusion/exclusion and search strategy

The research question was formulated to be broad ensuring that delivery arrangements that fall along any point in the cycle of care for CIs, from pre-implantation to long-term post-implantation, was included. The primary question was: what types (extent, range and nature) of service delivery are available to adult cochlear implant candidates and recipients. The extent refers to the number of various delivery arrangements in each EPOC category, range refers to various types of delivery arrangements (as explained above), and nature refers to the details of methods of care delivery provided. The question was formulated in accordance with preferred reporting of scoping reviews using Population, Concept, Context (PCC) [36]. Population was adults (defined as ≥18 years old) who were CI or electric-acoustic device candidates as defined by the studies including individuals with any of the following hearing loss configurations: bilateral or in the better hearing ear having mild to profound hearing loss or having single sided deafness, pre- or post-lingual hearing loss; recipients were defined as those who have undergone CI surgery and at any stage post-surgery. Concept was service delivery, defined as delivery arrangements for CIs as an intervention, including any intervention introduced in conjunction with CIs, as well as implementation of CIs in the broader health system. This included assessment and candidacy, programming (mapping), maintenance and handling of the external device, and surgery. Delivery arrangements for cochlear implantation was formulated based on EPOC taxonomy [28]. Context was all interventions and outcomes measured pre- and post-implantation and provided in any settings. For example, urban or rural areas, face-to-face or telehealth, and public or private settings.

Included studies needed to also have explicitly measured at least one of the following outcomes according to the EPOC outcome categories:

  1. ○ Patient outcomes including health status (physical health and treatment outcome measured by mortality, morbidity and surrogate physiological outcome; psychological health and wellbeing; psychosocial outcome measured by quality of life and social activities), and health behaviors,
  2. ○ quality of care (e.g. adherence to professional guidelines),
  3. ○ access and/or utilization of healthcare services (e.g. length of stay in facilities, rate of immunization, waiting time to access services),
  4. ○ resource use (e.g. human resource/time, consumables, transport, informal care giver time),
  5. ○ impacts on equity and/ or social outcomes (e.g. community empowerment, poverty measures, employment, education),
  6. ○ healthcare provider outcomes (e.g. workload, work morale, stress, burnout, absenteeism),
  7. ○ adverse effects (e.g. balance disturbance),
  8. ○ knowledge, attitude, satisfaction and performance in a test situation as secondary outcomes.

Studies were excluded if: they reported a mix of adults and pediatrics (except those separately reporting results for adults and pediatrics participants); were in a language other than English; conducted before 2000; conducted on cadaver, temporal bone or animals; reported developments of CIs technology and tools; described experimental phases of devices and electrodes, coding strategies, programming and changes in parameters or in simulated conditions; or were solely focused on effectiveness or efficacy of CIs, hearing preservation, comparison of electrodes and surgical techniques. Qualitative studies, case studies (<10 subjects), editorials and review reports, grey literature, doctoral theses, opinions, and conference proceedings were also excluded. With the reviews and systematic reviews, a snowballing approach was implemented to include referenced studies that met the inclusion criteria. No restriction was put on the type of study/trial to ensure the breadth of the topic was captured.

A wide range of databases and resources were searched. The search strategy was systematic but also iterative to ensure the breadth of existing evidence was captured. Publications between 1st January 2000 to June 30th 2022 were considered. The search strategy is described in S2 File. The following databases were searched: MEDLINE (Ovid), EMBASE, CINAHL Plus (EBSCO), Allied and Complementary Medicine Database (AMED), PsycINFO, LILACS, KoreaMed, IndMed, Cochrane Central Registered of Control Trials (CENTRAL), ISRCTN registry, WHO ICTRP and Web of Science. These databases capturing publications in hearing healthcare and healthcare management. They were all included to ensure the breadth of the existing literature was captured. The search results for each database were exported to EndNote to remove duplicates and then to Rayyan systematic review assistance application [37] for assessment of eligibility for inclusion.

Selection of studies

Three authors (AEM, RHE and RJB) independently screened the titles and abstracts of 20 randomly selected articles to test the inter-rater reliability of the application of inclusion and exclusion criteria described above. Reasons for inclusion and exclusion were recorded to evaluate the agreement between the independently reviewed articles. As there was a high agreement between the independent screenings (97%), the rest of the studies were screened by the primary author (AEM). Where a decision could not be made based on the title and abstract, the full text was reviewed. Screening of the full text was conducted by two authors (AEM, MN). Fig 1 shows the PRISMA flowchart summarizing the study selection process.

thumbnail
Fig 1. PRISMA flowchart describing the process and number of excluded/included studies.

https://doi.org/10.1371/journal.pone.0285443.g001

Data extraction and management

Full texts of all included primary studies were reviewed to extract data related to delivery arrangement strategy and outcome. Two authors (AEM and MN) extracted the following data: study characteristics (author, year of publication, journal, type of study), place published, objective of the study and study design, brief description of findings and /or intervention, population and sample, outcome type (based on Cochrane EPOC outcome category), delivery arrangement strategy (based on Cochrane EPOC taxonomy). Data were tabulated in Microsoft Excel and crosschecked between the two extracting authors to reach agreement on the outcome type and delivery arrangement categorized under each sub-category. An additional author (RHE and RJB or PF) were consulted if disagreements could not be settled until consensus was reached on the delivery arrangement and EPOC outcome categories. The process was overseen, and decisions confirmed by the senior author (RLJ).

Collating and summarizing the data

Delivery arrangements were categorized and summarized using the five categories of Cochrane EPOC taxonomy of health system interventions as previously described. The authors added a sixth category for studies with ‘specific goals’ which focused on current practice or on an economic analysis of CI. Studies were categorized based on their aims. In the instance where a study investigated two or more of the EPOC categories, it was categorized according to the primary aim of the study. The findings were numerically reported as the number of studies in each tabulated item and visually presented with charts to display the quantity and range of studies in each category informed by Jessup et al. [38, 39] on alternative models of service delivery. The data was also narratively synthesized to describe the findings relative to the aim of the study and implications for future research. The level of evidence of the included studies was categorized according to the Australian National Health and Medical Research Council (NHMRC) hierarchy of evidence [40].

Results

Search results

The literature search generated 16,764 records. After removal of duplicates (n = 8629), titles and abstracts of records (n = 8135) were screened for inclusion. Full text records (n = 750) were retrieved and further assessed for eligibility. Following exclusion of 393 full text papers, the remaining 357 papers were included in the data extraction and synthesis phases (Fig 1).

Description of included papers and outcome measurements

More than 75% of the included studies were published after 2010. Studies were conducted across a range of countries with the largest representation being from the United States of America (36.7%), followed by the United Kingdom (11.4%), Germany (11.3%) and Australia (6.3%). The remaining 34.3% originated from 27 countries, each contributing <5% to the total number of included studies. Observational study designs were used for 90% of the studies with the level of evidence being ranked between III-2 and IV. Interventional studies accounted for 30.3% of the studies of which 3% were randomized controlled trials, classified between II and III-3 for the hierarchy of evidence. Fig 2 provides an overview of the included studies in each EPOC delivery arrangement category, descriptively described further below. The citation of included papers is described in S3 File.

thumbnail
Fig 2. Number of included studies in synthesis organised according to the EPOC taxonomy of delivery arrangements and a seventh category for studies with specific goals.

The size of circles illustrates the number of studies in each category and subcategory.

https://doi.org/10.1371/journal.pone.0285443.g002

Included studies measured a range of primary and secondary outcomes, with patient outcomes, performance in a test situation, and adverse effect/harm dominating the remainder (Fig 3). Studies that investigated how care is delivered focused on quality and safety of current CIs and interventions to improve the quality and safety of the CI procedure. Outcome measures in the majority of these studies (n = 114) were patient health status (morbidity and physiological measures) followed by adverse effects or harm (n = 110). Coordination of care included studies with a focus on performance in a test as the main outcome measure (predominantly speech perception tests) followed by patient outcomes of health status, physical health and patient reported outcome measures (PROMs) such as quality of life (QoL). Similarly, studies that evaluated the use of information and communication technology to provide and/or improve services chose performance in a test as their main outcome measure, followed by satisfaction in a test condition and patient outcomes of health status (physiological measures and PROMs). Main outcome measures in studies that investigated who provides care were performance and satisfaction in a test situation, with two also measuring health behavior (adherence to the interventions). Resource use, service utilization and satisfaction were the main outcome measures in studies that examined when care is provided. Only two studies looked at where care is provided in delivering services with the main outcome measure being performance in a test. Studies that were categorized in the ‘specific goals’ category measured a range of primary and secondary outcome measures including utilization, access and coverage, resource use, quality of care and secondary outcomes of knowledge, attitude and performance in a test.

thumbnail
Fig 3. Nature and number of outcome measures in the included studies according to EPOC outcome category.

https://doi.org/10.1371/journal.pone.0285443.g003

How and when care is provided

These studies described essential standards of safety and quality of surgical aspects of implantation including the safety profile of Cis, and interventions to reduce and/or manage peri- and postoperative morbidities and poor outcomes. Studies that investigated the safety profile of CIs (n = 63) described the profile and timing of various minor and major complications peri- and post operation in younger and older adults, MRI and anesthetics safety, rate of revisits, and safety profile in patients with specific co-morbidities. The remainder of the studies describe interventions to improve quality of surgical outcomes, for example, immunization guidelines, CO2 laser assisted or under-water surgery to improve accuracy of electrode insertion and usage of various imaging techniques to ascertain electrode positioning peri and post operation. The 14 studies that focused on when care is provided to CI patients investigated how timing of the care provided impacts the outcome and/ or patients including changes in time to access CIs, factors to optimize operation time, proposed models for same day CI consultation and implantation, early activation of speech processors and optimizing client triaging system. One study looked at the impact of COVID-19 on CI surgeries. Details of these studies and the number of studies in each subcategory is summarized in Table 1 and additional file 3 (citations).

thumbnail
Table 1. Summary of the included studies organized according to the Cochrane EPOC taxonomy of delivery arrangement.

https://doi.org/10.1371/journal.pone.0285443.t001

Where care is provided and changes to the healthcare environment

Only three studies were identified for this category. Two studies investigated where care is provided by comparing the postoperative mapping of a decentralized network of non-implant audiology clinics with the routine mapping in the implant clinics. The other study looked at the utility of pure tone audiometry conducted at community clinics to ascertain CI candidacy.

Who provides care and how the healthcare workforce is managed

The eleven studies identified in this category included self-management of postoperative care processes, interventions to reduce the length of postoperative audiological consultation, role expansion, and pre-licensure training for audiologists. The self-management studies focused on self-assessment of postoperative progress and fine-tuning of the external device by recipients. Up-skilling audiologists and students to better address psychosocial consequences of hearing loss, improving therapeutic relationships, and general attitude and acceptance toward these approaches was also explored (Table 1)

Coordination of care and management of care process

The majority of the 68 studies in this category were in three subcategories: care pathways, disease management, and packages of care. These studies investigated new care pathways for CIs, management of specific chronic conditions with CIs, introduction or modification of care packages for CI recipients and candidates, referral and patient-initiated appointment systems, impact of procurement on access to CIs, shared decision making between CI recipients and families, and a multidisciplinary approach to CI care delivery.

In the care pathway subcategory, studies specifically explored a range of surgical and audiological pathways to link evidence to practice. The application of a remote follow-up system for CI recipients to reduce the number of face-to face appointments, clinical care decision making for patients with single sided deafness (SSD), application of local anesthetics in CIs to reduce cost and increase safety of the surgical procedure, use of photography to facilitate decision making of complications and skin management, and providing evidence-based selection criteria for CIs were included in this sub-category.

Within the disease management subcategory, cochlear implantation was also investigated as an intervention to manage special cases compared with other interventions and at various stages of the diseases.

The packages of care subcategory contained the largest number of studies and incorporated tests, tools, treatments and programs that intend to supplement and/ or improve the routine care delivery to CI candidates and recipients. These covered both audiological and surgical aspects of cochlear implantation, including alternative speech tests to assess CI candidacy and progress, objective tests to guide programming of the external device, imaging to improve the prognostic measures for cochlea ossification and fibrosis and to better predict CI outcomes and magnet dislocation, robot assisted electrode insertion, and a range of auditory, communication and music therapy.

Information and communication technology (ICT)

The majority of studies in this category focused on smart home technologies, specifically examining technologies that have been or could be utilized at home by CI recipients to enhance their outcome and performance in various situations. The use of ICT to support the delivery of care, address lack of resources, and to educate potential candidates about CIs were investigated in 14 studies. Also included were health information systems that examined the use of, and improvements to, patient data management systems, the use of big data to inform better decision-making, and the exchange of healthcare information via electronic communication such as remote programming of the CIs and predicting CI candidacy.

Studies with a specific focus

Studies included in this group did not directly look at any categories of delivery arrangements based on EPOC categories. The aim of these studies was indirectly related to some aspects of service delivery and met the inclusion criteria, hence included in this scoping review. These studies evaluated knowledge, attitude and current practices of a range of professionals about various aspects of service provision to CI patients including cost effectiveness and utility analysis of CIs and postoperative interventions (e.g. auditory training), epidemiological or single-center investigations on prevalence and growth of cochlear implantation and socioeconomic profiles, CIs utilization, uptake and associated factors in various countries.

Discussion

This study aimed to describe the range, extent, and nature of the delivery arrangements of service models provided to adult CI patients and the range of outcomes by which these services are measured. This is the first scoping study of its kind which examines the evidence for various service delivery models in adult cochlear implantation. Such a broad overview can help hearing healthcare providers, policymakers, and other stakeholders to identify strategies for addressing problems and ultimately improving the overall health systems.

We identified that most of the studies investigating how care is provided in adult cochlear implantation focused on quality and safety systems. The insertion of an electrode in a delicate structure like the cochlea demands careful investigation and testing to ensure high quality outcomes [41], and to this end approximately 40% of all the published studies captured by this review have focussed on this. However, the preoccupation over the past 22 years with the surgical aspects and/or associated morbidities of cochlear implantation has directed research attention away from other aspects of service delivery that may be of equal importance in determining good patient outcomes such as factors that influence patient access to, and engagement with, care. In comparison, a recent scoping review of systematic reviews on alternative models of healthcare service delivery in all disciplines, found only 8% of primary studies focused on this EPOC category [38].

A significant finding in this study is the paucity of evidence on where care in provided to adult CI recipients and candidates, as well as potential changes to the healthcare environment that might improve service delivery. Location and availability of healthcare services is an important determinant of access to services and equity in healthcare [42]. Centralization of specialist health care services may allow for greater volume and efficiencies, facilitation of training, and reduction in costs and clinical variability [43, 44]. However, it also requires patients to have the ability and willingness to transition from their usual HHC provider (hearing aid audiologist) to travel to major centers. Provision of telehealth for some aspect of CI service delivery may provide opportunities to improve access and equity by reducing the burden of travel [45, 46].

The increasing use of digital health provides a promising means to improve access, equity, quality and sustainability in healthcare [47, 48]. However, the use of ICT in service delivery accounted for only a small number of studies in this review, with the majority focusing on assistive technologies to improve speech in noise understanding. However, there was an emerging field of research using data in machine learning and artificial intelligence to improve outcome prediction [49], post-operative programming of external devices [50], and improved interoperability of patients’ data using national health records [51]. These strategies, combined with self-management solutions for postoperative care for CIs [52], might also address HHC workforce shortages [53, 54].

A limited number of studies in this review investigated how the HHC workforce is managed, and how teams are coordinated to provide services to the whole cycle of care for cochlear implantation. This gap in knowledge provides an opportunity for further research, specifically in designing integrated models of care where services are organized around the health condition and needs of the patient. These models have shown to improve service utilization and patient experience [55], reduce the cost of care [56] and create better value for the healthcare system [57].

Lastly, most studies across categories focused on patient health status outcomes only, specifically with a narrow focus on surgical survival and morbidity. Similar findings were reported in a study evaluating the range and extent of outcome measures for auditory rehabilitation with hearing aids [58] where patient health status outcomes were the main outcomes measured although in the areas of psychological and health behaviour outcomes. Unsurprisingly, the second most frequently measured outcome in this study was performance in a test situation, usually measured by speech perception tests, with 33% of studies reporting this as their only outcome measure. These measures of speech perception have historically determined the effectiveness of CIs [8] and are the basis of the minimum surgical [59] and audiological [60] outcome reporting requirements. While there is an acknowledged consensus on what core outcomes should be measured and reported in hearing healthcare [61], these outcome measures are episodic, organized around the intervention [62] and/ or provider [63], and hence fall short of measuring the outcome for the whole cycle of care delivery especially the experience of care delivery. While outcome measures like mortality and morbidity will remain useful, they provide minimal information about the interaction of patients with the healthcare system and delivery of care. In the past years, the urgency of putting people at the center of the healthcare systems has gained momentum [63]. In a recent report by the Organization of Economic Cooperation and Development (OECD) measuring the experience of patients using Patient Reported Outcome Measures (PROMs) and Patient Reported Experience Measures (PREMs) is paramount to not only better understand how healthcare delivery and health policy affect the lives of people, but to help inform decisions and ensure the delivery of high value care. Future research should focus on the PROMs and PREMs associated with the provision of CIs, as a positive patient experience is associated with improved clinical outcomes [64, 65].

Furthermore, to evaluate the value of a model of care, measuring the cost and reporting the economic evaluation of interventions is essential. This scoping review highlighted that outcomes such as resource use, utilization and coverage, or social outcomes were rarely measured in CI service delivery literature. Only 4% of the studies evaluated the economic impact of CIs or other interventions for CI patients. These outcomes may be of particular interest to decision makers in healthcare management and policy makers to appropriately (re)allocate the finite resources.

The findings of this review have implications for future research. The shortcomings of current outcome measures raise the question of how services are evaluated from the patient’ perspective and what factors influence the lived experience of patients interacting with the healthcare system. If the value of a given intervention or service model is measured by the outcome per dollar spent [66], measuring the right outcome is crucial. The advent of digital health for use in hearing healthcare provides significant opportunities to create new models of care allowing for personalization of care in a range of outcomes that matter to patients, improved access and equity, improved efficiency of care, as well as potentially addressing workforce issues, all of which have yet to be investigated adequately for CI service delivery.

There are several strengths and limitations to this scoping review. This study is the first to use Cochrane EPOC to evaluate the delivery arrangements of CI service models. In addition, a robust method for assessing studies for inclusion was used, with three authors independently having screened and selected reviews with a high inter-rater agreement between the inclusion/ exclusion, thus minimizing the likelihood of excluding eligible reviews. While independent data extraction was conducted by two review authors, we took steps to optimize data extraction consistency by crosschecking in the process. As this scoping review sought to map the literature in this area, a limitation is that we did not appraise the quality of the methodology or reporting of the included studies. Additionally, while we used the Cochrane EPOC taxonomy for delivery arrangements to map the extent, range and nature of the evidence in the studies, categorization was not always straightforward and different authors may have categorized the studies differently. This was because interventions could sometimes be categorized into more than one category. In these cases, the aim of the study and crosschecking guided the decision.

Conclusion

A substantial body of evidence exists about the safety and efficacy of cochlear implantation in adults, and this is predominantly focused on surgical aspects. The application of digital health in improving hearing healthcare services in a growing body of literature and further investigation might demonstrate how ICT might reduce inequity and access issues in delivery of CI care. There was a paucity of evidence on continuity, coordination, and integration of care, how the workforce is managed, where care is provided, and changes in the healthcare environment and these delivery arrangement areas may warrant focus in future research. In addition, better understanding about how patients and broader stakeholders view CI experience and associated costs across the whole cycle of care delivery is required. Addressing knowledge gaps relating to broad and holistic clinical and patient experience outcome measures and cost analysis of interventions and/or services would provide a better understanding of the value of care models based on what matters most to the patients.

Supporting information

S1 File. Preferred reporting items for systematic reviews and meta-analyses extension for scoping reviews (PRISMA-scr) checklist.

https://doi.org/10.1371/journal.pone.0285443.s001

(PDF)

S3 File. List of citations in each EPOC delivery arrangement category.

https://doi.org/10.1371/journal.pone.0285443.s003

(PDF)

References

  1. 1. Agency for Clinical Innovation, Understanding the process to develop a Model of Care. An ACI Framework. 2013: AGENCY FOR CLINICAL INNOVATION (ACI). New South Wales Government.
  2. 2. World Health Organization, Health 2020: a European policy framework supporting action across government and society for health and well-being. 2013.
  3. 3. World Health Organization, World Report on Hearing. 2021, World Health Organization.
  4. 4. Global Burden of Disease, Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet (London, England), 2018. 392(10159): p. 1789–1858.
  5. 5. McDaid D., Park A.L., and Chadha S., Estimating the global costs of hearing loss. International Journal of Audiology, 2021. 60(3): p. 162–170.
  6. 6. Wilson B.S., et al., Global hearing health care: new findings and perspectives. Lancet, 2017. 390(10111): p. 2503–2515.
  7. 7. Ferguson M.A., et al., Hearing aids for mild to moderate hearing loss in adults. Cochrane Database Syst Rev, 2017. 9(9): p. Cd012023.
  8. 8. Boisvert I., et al., Cochlear implantation outcomes in adults: A scoping review. PLoS ONE [Electronic Resource], 2020. 15(5): p. e0232421. pmid:32369519
  9. 9. Swanepoel D., eHealth Technologies Enable more Accessible Hearing Care. Seminars in Hearing, 2020. 41(2): p. 133–140.
  10. 10. Barreira-Nielsen C., et al., Progressive Hearing Loss in Early Childhood. Ear Hear, 2016. 37(5): p. e311–21. pmid:27556364
  11. 11. Kishimoto I., et al., Clinical features of rapidly progressive bilateral sensorineural hearing loss. Acta Otolaryngol, 2014. 134(1): p. 58–65. pmid:24256048
  12. 12. D’Haese P.S.C., et al., The knowledge and beliefs regarding practical aspects of cochlear implants: A study of otorhinolaryngologists in a secondary setting in a multi-country study. Cochlear Implants International: An Interdisciplinary Journal, 2018. 19(1): p. 14–21.
  13. 13. Vaerenberg B., et al., Cochlear implant programming: a global survey on the state of the art. The scientific world journal, 2014. 2014: p. 501738. pmid:24688394
  14. 14. Chundu S. and Buhagiar R., Audiologists’ knowledge of cochlear implants and their related referrals to the cochlear implant centre: Pilot study findings from UK. Cochlear Implants International: An Interdisciplinary Journal, 2013. 14(4): p. 213–224.
  15. 15. Looi V., Bluett C., and Boisvert I., Referral rates of postlingually deafened adult hearing aid users for a cochlear implant candidacy assessment. Int J Audiol, 2017. 56(12): p. 919–925. pmid:28678547
  16. 16. Vickers D., De Raeve L., and Graham J., International survey of cochlear implant candidacy. Cochlear Implants International: An Interdisciplinary Journal, 2016. 17: p. 36–41.
  17. 17. Ebrahimi-Madiseh A., et al., What Influences Decision-Making for Cochlear Implantation in Adults? Exploring Barriers and Drivers From a Multistakeholder Perspective. Ear Hear, 2020. 41(6): p. 1752–1763. pmid:33136648
  18. 18. Raine C., et al., Access to cochlear implants: Time to reflect. Cochlear Implants Int, 2016. 17 Suppl 1: p. 42–6. pmid:27099110
  19. 19. Swanepoel D. and Clark J.L., Hearing healthcare in remote or resource-constrained environments. Journal of Laryngology & Otology, 2019. 133(1): p. 11–17.
  20. 20. Suen J.J., et al., Translating Public Health Practices: Community-Based Approaches for Addressing Hearing Health Care Disparities. Semin Hear, 2019. 40(1): p. 37–48. pmid:30728648
  21. 21. Kamenov K., et al., Ear and Hearing Care Workforce: Current Status and its Implications. Ear Hear, 2021. 42(2): p. 249–257. pmid:33480624
  22. 22. Bhutta M.F., et al., Training for hearing care providers. Bulletin of the World Health Organization, 2019. 97(10): p. 691–698.
  23. 23. Royal College of Surgeons, Surgical workforce Report, in London: Royal College of Surgeons of England. 2011.
  24. 24. World Health Organization, Global strategy on human resources for health: workforce 2030, in World Health Organization. 2016: Geneva.
  25. 25. Wilson B.S. and Dorman M.F., Cochlear implants: a remarkable past and a brilliant future. Hear Res, 2008. 242(1–2): p. 3–21.
  26. 26. Gifford R.H., et al., Evidence for the expansion of adult cochlear implant candidacy. Ear Hear, 2010. 31(2): p. 186–94. pmid:20071994
  27. 27. Munn Z., et al., Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach. BMC Medical Research Methodology, 2018. 18(1): p. 143. pmid:30453902
  28. 28. Cochrane Effective Practice and Organisation of Care, EPOC Taxonomy- topic lists; Delivery Arrangments. 2015.
  29. 29. Lavis J.N., et al., Developing and refining the methods for a ‘one-stop shop’ for research evidence about health systems. Health Research Policy and Systems, 2015. 13(1): p. 10. pmid:25971248
  30. 30. Mowatt G., et al., Getting evidence into practice: The work of the cochrane effective practice and organization of care group (EPOC). Journal of Continuing Education in the Health Professions, 2001. 21(1): p. 55–60. pmid:11291587
  31. 31. Cochrane Effective Practice and Organisation of Care, The EPOC taxonomy of health systems interventions. EPOC Resources for review authors. Oslo: Norwegian Knowledge Centre for the Health Services. 2016.
  32. 32. Cochrane Effective Practice and Organisation of Care, What outcomes should be reported in Cochrane Effective Practice and Organisation of Care (EPOC) reviews? EPOC Resources for review authors. 2017.
  33. 33. Arksey H. and O’Malley L., Scoping studies: towards a methodological framework. International Journal of Social Research Methodology, 2005. 8(1): p. 19–32.
  34. 34. Levac D., Colquhoun H., and O’Brien K.K., Scoping studies: advancing the methodology. Implementation Science, 2010. 5(1): p. 69.
  35. 35. Tricco AC L.E., Zarin W O’Brien KK, Colquhoun H, Levac D, et al., PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation. Ann Intern Med., 2018. 169(7): p. 467–73. pmid:30178033
  36. 36. Peters MDJ G.C., McInerney P, Munn Z, Tricco AC, Khalil H., Chapter 11: Scoping Reviews (2020 version). In: Aromataris E, Munn Z (Editors). in JBI Manual for Evidence Synthesis, JBI, 2020. 2020.
  37. 37. Ouzzani M., et al., Rayyan—a web and mobile app for systematic reviews. Systematic Reviews, 2016. 5(1): p. 210. pmid:27919275
  38. 38. Jessup R., et al., Identifying alternative models of healthcare service delivery to inform health system improvement: scoping review of systematic reviews. BMJ Open, 2020. 10(3): p. e036112.
  39. 39. Jessup R.L., et al., Alternative service models for delivery of healthcare services in high-income countries: a scoping review of systematic reviews. BMJ Open, 2019. 9(1): p. e024385.
  40. 40. Merlin T., Weston A., and Tooher R., Extending an evidence hierarchy to include topics other than treatment: revising the Australian ’levels of evidence’. BMC Medical Research Methodology, 2009. 9(1): p. 34. pmid:19519887
  41. 41. Hoskison E., Mitchell S., and Coulson C., Systematic review: Radiological and histological evidence of cochlear implant insertion trauma in adult patients. Cochlear Implants Int, 2017. 18(4): p. 192–197. pmid:28534710
  42. 42. Ward B., et al., Which dimensions of access are most important when rural residents decide to visit a general practitioner for non-emergency care? Aust Health Rev, 2015. 39(2): p. 121–126. pmid:25528572
  43. 43. Wait S., et al., Towards sustainable cancer care: Reducing inefficiencies, improving outcomes—A policy report from the All.Can initiative. Journal of Cancer Policy, 2017. 13: p. 47–64.
  44. 44. Woo Y.L., et al., Centralisation of services for gynaecological cancer. Cochrane Database Syst Rev, 2012. 2012(3): p. Cd007945.
  45. 45. Shapiro S.B., et al., Early Experience With Telemedicine in Patients Undergoing Otologic/Neurotologic Procedures. Otology & Neurotology, 2020. 41(9): p. e1154–e1157. pmid:32925860
  46. 46. Schepers K., et al., Remote programming of cochlear implants in users of all ages. Acta Oto-Laryngologica, 2019. 139(3): p. 251–257. pmid:31056039
  47. 47. Australian Digital Health Agency, Safe, seamless and secure: evolving health and care to meet the needs of modern Australia. Australia’s National Digital Health Strategy. 2020: Australian Digital Health Agency, Australian Government.
  48. 48. Deloitte, Digital Health Technology. 2020: The Deloitte Centre for Health Solution.
  49. 49. Crowson M.G., et al., Predicting Postoperative Cochlear Implant Performance Using Supervised Machine Learning. Otology & Neurotology, 2020. 41(8): p. e1013–e1023. pmid:32558750
  50. 50. Battmer R.D., et al., Assessment of ’Fitting to Outcomes Expert’ FOX™ with new cochlear implant users in a multi-centre study. Cochlear implants international, 2015. 16(2): p. 100‐109.
  51. 51. Dunn C., et al., Benefits of a Hearing Registry: Cochlear Implant Candidacy in Quiet Versus Noise in 1,611 Patients. American Journal of Audiology, 2020. 29(4): p. 851–861.
  52. 52. de Graaff F., et al., Our experience with home self-assessment of speech recognition in the care pathway of 10 newly implanted adult cochlear implant users. Clinical Otolaryngology, 2019. 44(3): p. 446–451. pmid:30729691
  53. 53. Sabin A.T., et al., Validation of a Self-Fitting Method for Over-the-Counter Hearing Aids. Trends in Hearing, 2020. 24: p. 2331216519900589. pmid:32003285
  54. 54. van Wyk T., Mahomed-Asmail F., and Swanepoel W., Supporting hearing health in vulnerable populations through community care workers using mHealth technologies. Int J Audiol, 2019. 58(11): p. 790–797. pmid:31419388
  55. 55. Busetto L., et al., Intervention types and outcomes of integrated care for diabetes mellitus type 2: a systematic review. J Eval Clin Pract, 2016. 22(3): p. 299–310. pmid:26640132
  56. 56. Desmedt M., et al., Economic Impact of Integrated Care Models for Patients with Chronic Diseases: A Systematic Review. Value Health, 2016. 19(6): p. 892–902. pmid:27712719
  57. 57. Teisberg E., Wallace S., and O’Hara S., Defining and Implementing Value-Based Health Care: A Strategic Framework. Acad Med, 2020. 95(5): p. 682–685. pmid:31833857
  58. 58. Barker F., et al., Outcome Measurement in Adult Auditory Rehabilitation: A Scoping Review of Measures Used in Randomized Controlled Trials. Ear Hear, 2015. 36(5): p. 567–73. pmid:25919402
  59. 59. Adunka O.F., et al., Minimum Reporting Standards for Adult Cochlear Implantation. Otolaryngology-Head & Neck Surgery, 2018. 159(2): p. 215–219.
  60. 60. MSTB, Minimum Speech Test Battery (MSTB) For Adult Cochlear Implant Users 2011.
  61. 61. National Acoustic Laboratory, Defining Outcomes for the Hearing Services Program. 2020, National Acoustic Laboratory (Australia) National Acoustic Laboratory (Australia)
  62. 62. McRackan T.R., et al., Meta-analysis of Cochlear Implantation Outcomes Evaluated With General Health-related Patient-reported Outcome Measures. Otology & neurotology: official publication of the American Otological Society, American Neurotology Society [and] European Academy of Otology and Neurotology, 2018. 39(1): p. 29–36.
  63. 63. Organisation for Economic Co-operation and Development, Patient-reported indicators for assessing health system performance, MEASURING WHAT MATTERS: THE PATIENT-REPORTED INDICATOR SURVEYS. 2019: Organisation for Economic Co-operation and Development (OECD).
  64. 64. Wong E.C., et al., Associations between provider communication and personal recovery outcomes. BMC Psychiatry, 2019. 19(1): p. 102. pmid:30922292
  65. 65. Trzeciak S., et al., Association Between Medicare Summary Star Ratings for Patient Experience and Clinical Outcomes in US Hospitals. J Patient Exp, 2016. 3(1): p. 6–9. pmid:28725825
  66. 66. Sutton M., et al., Health Services and Delivery Research, in Economic analysis of service and delivery interventions in health care. 2018, NIHR Journals Library: Southampton (UK).