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van Bruggen S, Bennett RJ, Manchaiah V, Jager LBD, Swanepoel DW. Perceptions of Hearing Health Care: A Qualitative Analysis of Satisfied and Dissatisfied Online Reviews. Am J Audiol 2024; 33:386-410. [PMID: 38483218 DOI: 10.1044/2024_aja-23-00180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2024] Open
Abstract
PURPOSE The aim of this study was to examine the hearing health care experience of satisfied and dissatisfied consumers as reported on Google reviews. METHOD Using qualitative thematic analysis, open-text responses from Google regarding hearing health care clinics across 40 U.S. cities were examined. During the original search, 13,168 reviews were identified. Purposive sampling led to a total of 8,420 five-star reviews and 321 one-star reviews. The sample consisted of 500 five-star (satisfied) and 234 one-star (dissatisfied) reviews, describing experiences with audiology clinics, excluding reviews related to ear, nose, and throat services; other medical specialties; and those not relevant to hearing health care. RESULTS Satisfied and dissatisfied consumer reviews yielded nuanced dimensions of the hearing health care consumer experience, which were grouped into distinct domains, themes, and subthemes. Six and seven domains were identified from the satisfied and dissatisfied reviews, encompassing 23 and 26 themes, respectively. The overall experience domain revealed emotions ranging from contentment and gratitude to dissatisfaction and waning loyalty. The clinical outcomes domain highlights the pivotal contribution of well-being and hearing outcomes to the consumer experience, while the standard of care domain underscores shared expectations for punctuality, person-centered care, and efficient communication. Facility quality, professional competence, and inclusive care were also highlighted across positive and negative reviews. CONCLUSIONS Findings indicate dimensions of satisfied and dissatisfied hearing health care consumer experiences, identifying areas for potential service refinement. These consumer experiences inform person-centric service delivery in hearing health care.
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Affiliation(s)
- Sanchia van Bruggen
- Department of Speech-Language Pathology and Audiology, University of Pretoria, South Africa
| | - Rebecca Jane Bennett
- National Acoustic Laboratories, Macquarie University, Sydney, New South Wales, Australia
- enAble Institute, Curtin University, Perth, Western Australia, Australia
- Ear Science Institute Australia, Subiaco, Western Australia, Australia
| | - Vinaya Manchaiah
- Department of Speech-Language Pathology and Audiology, University of Pretoria, South Africa
- Virtual Hearing Lab (a collaborative initiative between the University of Colorado and the University of Pretoria), Aurora, CO
- Department of Otolaryngology-Head and Neck Surgery, University of Colorado School of Medicine, Aurora
- UCHealth Hearing and Balance, University of Colorado Hospital, Aurora
- Department of Speech and Hearing, School of Allied Health Sciences, Manipal University, India
| | - Leigh Biagio-de Jager
- Department of Speech-Language Pathology and Audiology, University of Pretoria, South Africa
| | - De Wet Swanepoel
- Department of Speech-Language Pathology and Audiology, University of Pretoria, South Africa
- Virtual Hearing Lab (a collaborative initiative between the University of Colorado and the University of Pretoria), Aurora, CO
- Department of Otolaryngology-Head and Neck Surgery, University of Colorado School of Medicine, Aurora
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Noh Y, Kim M, Hong SH. Identification of Emotional Spectrums of Patients Taking an Erectile Dysfunction Medication: Ontology-Based Emotion Analysis of Patient Medication Reviews on Social Media. J Med Internet Res 2023; 25:e50152. [PMID: 38019570 PMCID: PMC10719816 DOI: 10.2196/50152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 08/01/2023] [Accepted: 10/25/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND Patient medication reviews on social networking sites provide valuable insights into the experiences and sentiments of individuals taking specific medications. Understanding the emotional spectrum expressed by patients can shed light on their overall satisfaction with medication treatment. This study aims to explore the emotions expressed by patients taking phosphodiesterase type 5 (PDE5) inhibitors and their impact on sentiment. OBJECTIVE This study aimed to (1) identify the distribution of 6 Parrot emotions in patient medication reviews across different patient characteristics and PDE5 inhibitors, (2) determine the relative impact of each emotion on the overall sentiment derived from the language expressed in each patient medication review while controlling for different patient characteristics and PDE5 inhibitors, and (3) assess the predictive power of the overall sentiment in explaining patient satisfaction with medication treatment. METHODS A data set of patient medication reviews for sildenafil, vardenafil, and tadalafil was collected from 3 popular social networking sites such as WebMD, Ask-a-Patient, and Drugs.com. The Parrot emotion model, which categorizes emotions into 6 primary classes (surprise, anger, love, joy, sadness, and fear), was used to analyze the emotional content of the reviews. Logistic regression and sentiment analysis techniques were used to examine the distribution of emotions across different patient characteristics and PDE5 inhibitors and to quantify their contribution to sentiment. RESULTS The analysis included 3070 patient medication reviews. The most prevalent emotions expressed were joy and sadness, with joy being the most prevalent among positive emotions and sadness being the most prevalent among negative emotions. Emotion distributions varied across patient characteristics and PDE5 inhibitors. Regression analysis revealed that joy had the strongest positive impact on sentiment, while sadness had the most negative impact. The sentiment score derived from patient reviews significantly predicted patient satisfaction with medication treatment, explaining 19% of the variance (increase in R2) when controlling for patient characteristics and PDE5 inhibitors. CONCLUSIONS This study provides valuable insights into the emotional experiences of patients taking PDE5 inhibitors. The findings highlight the importance of emotions in shaping patient sentiment and satisfaction with medication treatment. Understanding these emotional dynamics can aid health care providers in better addressing patient needs and improving overall patient care.
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Affiliation(s)
- Youran Noh
- College of Pharmacy, Seoul National University, Seoul, Republic of Korea
- Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Maryanne Kim
- College of Pharmacy, Seoul National University, Seoul, Republic of Korea
- Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Song Hee Hong
- College of Pharmacy, Seoul National University, Seoul, Republic of Korea
- Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
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Quiñones D, Rojas L. Understanding the customer experience in human-computer interaction: a systematic literature review. PeerJ Comput Sci 2023; 9:e1219. [PMID: 37346508 PMCID: PMC10280563 DOI: 10.7717/peerj-cs.1219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 12/28/2022] [Indexed: 06/23/2023]
Abstract
Background In recent years, there has been an increasing interest in customer experience (CX) and its relation to the human-computer interaction (HCI) field. The CX is different depending on the domain in which it is studied, and therefore its dimensions may vary. Methodology This research presents an extensive review of 122 studies related to CX definitions and dimensions that have been proposed in different domains, including an analysis from an HCI perspective. The guidelines proposed by Kitchenham & Charters (2007) were used, complementing the review with a snowballing approach. Results We identified 71 CX definitions (where 14 definitions highlight HCI aspects), 81-dimensional proposals (where 24 proposals contain HCI aspects), and 39 application domains (where 18 domains cover topics related to HCI). However, we did not find CX definitions or dimensions directly focused on HCI. Based on the results, a novel CX definition and dimensions-focused on the HCI area-are proposed and activities that the authors should perform when proposing new CX dimensions in domains related to HCI are suggested, i.e., domains that involve the interaction of a user (or customer) with a software product. Conclusions Implications for future practice focus on facilitating the understanding of the CX concept and its relationship with HCI; recognizing the key CX dimensions for different domains and how they relate to HCI dimensions; and helping in the creation of new CX dimensions by suggesting activities that can be performed. The results show that there are opportunities for HCI/CX researchers and practitioners to propose new dimensions of CX for a domain related to HCI, develop instruments that allow the evaluation of CX from an HCI point of view, and perform reviews on a particular domain relevant to HCI but less studied.
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Chahal H, Dutta K, Rani A. Conceptualising and measuring experiential health-care services: role of consumer involvement. INTERNATIONAL JOURNAL OF PHARMACEUTICAL AND HEALTHCARE MARKETING 2022. [DOI: 10.1108/ijphm-02-2021-0018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
The purpose of this paper are threefold paper are threefold; firstly, to validate and measure significant dimensions of customer experience in the health care sector; secondly, to evaluate the antecedents and dimensions of customer experience and its impact on customer outcomes in health care; and thirdly, to examine the role of customer involvement as a moderator between antecedents and dimensions of customer experience.
Design/methodology/approach
This study is based upon primary data collection sources, particularly in-depth interviews, focus group interviews and survey methods. Both qualitative and quantitative studies were carried out. This qualitative study was conducted to conceptualize customer experience in the health-care sector. Whereas the quantitative study was undertaken to collect data from randomly selected, experienced 181 respondents for testing the proposed model.
Findings
Affective, relational and physical have emerged as significant customer experience dimensions in the health-care sector. All three dimensions have a positive and significant impact on the important customer outcomes, that is, satisfaction, attitudinal loyalty and brand equity. Service quality, supportive services and contextual services significantly affect customer experience. Customer involvement moderates the relationship between all the three antecedents and dimensions of customer experience.
Research limitations/implications
This study is primarily focused on customers' perceptions of the health-care sector. This study’s model could be implemented in different sectors such as lodging, food service, restaurant or other industries as well. Further, the role of moderators, namely, consumer attitudes, service quality, perceived risk, price and past experience, are also suggested to be explored for theorising the customer experience.
Originality/value
This study makes a maiden attempt to establish affective, relational and physical as three significant dimensions of customer experience in the health-care sector. Sensory and cognitive dimensions are found to be insignificant.
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Kamra V. Improving patients loyalty: A guide for healthcare service providers and policy makers. INTERNATIONAL JOURNAL OF HEALTHCARE MANAGEMENT 2021. [DOI: 10.1080/20479700.2020.1752992] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Vishal Kamra
- Amity School of Business, Amity University, Noida, India
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Ozcelik AB, Varnali K, Burnaz S. A holistic framework for patient experience: 5P model. INTERNATIONAL JOURNAL OF PHARMACEUTICAL AND HEALTHCARE MARKETING 2021. [DOI: 10.1108/ijphm-05-2020-0042] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
Hospitals have become competitive organizations striving to serve the needs of empowered consumers seeking positive experiences. As a result, the patient experience turns into a critical driver of performance for hospitals. Accordingly, the question “what are the critical dimensions for creating a well-designed patient experience?” has been drawing increasing attention from the industry and academia alike. This paper aims to contribute to the understanding of patient experience by using multiple source data obtained from experts and patients.
Design/methodology/approach
This study uses a qualitative research approach to examine the perspectives of both health-care experts and patients about the experience. A semi-structured interview series is conducted with health-care professionals, academicians, researchers, physicians and patients.
Findings
The results suggest a novel framework for the patient experience including five critical dimensions as follows: provider, physician, patient, personnel and periphery. This framework, 5Ps of patient experience, provides a holistic picture, which integrates the perspectives of patients, health-care providers and experts including scholars and researchers.
Practical implications
The 5P framework can be used by health-care professionals to better understand the driving factors of patient experience and to create a strategy to improve patient satisfaction.
Originality/value
To the best of the authors’ knowledge, the present study is the first qualitative study, which provides a holistic approach to patient experience independent from the branch and considers the perspectives of both health-care experts and patients.
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Shirazi H, Kia R, Ghasemi P. Ranking of hospitals in the case of COVID-19 outbreak: A new integrated approach using patient satisfaction criteria. INTERNATIONAL JOURNAL OF HEALTHCARE MANAGEMENT 2020. [DOI: 10.1080/20479700.2020.1803622] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Hossein Shirazi
- Department of Technology management, Qom branch, Islamic Azad University, Qom, Iran
| | - Reza Kia
- Faculty of Business and Economics, Department of Logistics, Tourism and Service Management, German University of Technology in Oman (GUtech), Muscat, Oman
- Department of Industrial Engineering, Firoozkooh Branch, Islamic Azad University, Firoozkooh, Iran
| | - Peiman Ghasemi
- Department of Industrial Engineering, South Tehran Branch, Islamic Azad University, Tehran, Iran
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Kemp E, Porter III M, Albert C, Min KS. Information transparency: Examining physicians’ perspectives toward online consumer reviews in the United States. INTERNATIONAL JOURNAL OF HEALTHCARE MANAGEMENT 2020. [DOI: 10.1080/20479700.2020.1728925] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Elyria Kemp
- College of Business Administration, University of New Orleans, New Orleans, LA, USA
| | | | | | - Kyeong Sam Min
- College of Business Administration, University of New Orleans, New Orleans, LA, USA
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