Abstract
Background:
Until recently, consumers have had limited resources to assess quality of hospices agencies, contributing to growing numbers of consumers turning to online review sites, such as Yelp. However, little is known about the content of hospice Yelp reviews and how these relate to recently available Center for Medicare and Medicaid Services' Hospice Compare (HC) site data.
Objective:
To better understand what consumers report on Yelp about hospice care and explore how these areas relate to HC data.
Design:
We examined 692 consumer Yelp reviews of 67 hospices in California and compared identified themes with quality measures presented on the HC site.
Setting/Subjects:
We used a purposive sample of California Hospice's with Yelp reviews.
Measurements:
Qualitative consumer comments about their experience with hospice care were analyzed by using a grounded theory approach.
Results:
We found that overall Yelp comments were positive, however Yelp themes were more extensive and diverse than those on HC.
Conclusion:
We recommend that consumers consider both HC and online review sites such as Yelp when evaluating a hospice.
Background
Over the past two decades, the hospice industry has experienced tremendous growth, yet hospice is one of the least scrutinized health care services in the United States. 1 Only recently have hospices been required to report quality metrics and undergo standardized review. In 2017, Center for Medicare and Medicaid Services (CMS) launched its Hospice Compare (HC) website, so that consumers can compare hospices on nine hospice-agency reported quality metrics. 2 In 2018, CMS added eight caregiver survey items to HC.3,4 For each hospice- and caregiver-reported indicator, HC reports the percentage of respondents giving the “top-box” response, which is the percentage of all individual ratings that are the highest one or two possible ratings. 5
The HC review system has limitations. Recent research found that less than one-third of California hospices reported quality measures on HC and even fewer had caregiver-survey measures. 6 Studies also show that many consumers are unaware of government-run health care review sites,7,8 contributing to the growing interest in online consumer reviews of health care services. 9 One of the most popular review sites, Yelp, averages 63 million unique desktop visits each month, with 8% of all reviews related to health providers, a percentage that has increased steadily in recent years.10,11 On Yelp, consumers post descriptive reviews of businesses and then rate them on a scale of 1–5 stars (5 is best).
Despite growing use of Yelp to rate health care services, there has been no research investigating the content of Yelp hospice reviews. To better understand consumers' experience of hospice care, we analyzed Yelp reviews of hospices in California and compared these with caregiver-reported HC quality measures.
Methods
We conducted a qualitative analysis of hospice reviews on Yelp.com, using 2016 data from the California Office of Statewide Health Planning and Development (OSHPD) to identify the hospice sample. We searched Yelp for 1057 California hospices and collected the reviews and overall star ratings (1 [lowest]–5 [highest]). We found reviews for 246 (23%) hospices. We eliminated 16 agencies that had closed and 54 agencies that provided both home health and hospice. Of the remaining 176 hospices, we limited the sample to hospice with 3+ reviews, an approach consistent with other studies. 11 We sorted these hospices by number of reviews and selected every other agency to obtain a purposeful sample of 67.
Analysis
Using the grounded theory, we identified themes and categories within the reviews. 12 Two teams of two trained research assistants each open-coded the reviews. Using a constant comparison approach, team members compared and discussed the identified themes after each team member had coded reviews. Discrepancies were discussed until 100% consensus was reached. After reconciling all coding, researchers met to conduct axial coding to identify categories among the individual themes by using inductive reasoning. Finally, we compared our themes with the caregiver-survey measures on HC. Table 1 identifies these eight measures.
Frequency of Yelp Codes and Associated Hospice Compare Categories
This code is directly addressed by items in the HC caregiver survey, which is administered by independent evaluators after the death of a loved one. Not coded in this study, but included in the HC survey, are: (1) family training and (2) spiritual/emotional support.
HC, Hospice Compare; N/A, not applicable.
Results
We coded a total of 692 individual hospice Yelp reviews. The average number of Yelp reviews per hospice was 10.03 (median = 7; mode = 3). The average of the 67 overall Yelp ratings for the hospices was 4 stars (median = 4; mode = 5).
Yelp themes and overarching categories
Our team identified 15 themes across the Yelp reviews, which we grouped into five overarching categories. Table 1 shows each category, its associated themes (with definitions), example Yelp reviews, and the frequency of each theme mentioned in the Yelp reviews. In the last column, the table shows that four of our identified Yelp themes were directly associated with four of the eight caregiver-survey measures published on HC.
Category: Patient/caregiver– provider relationship
Four themes comprised the patient
Patient/family gratitude was the second-most frequently mentioned theme, identified in 44.74% of the reviews. This theme pertained to comments (all positive) thanking staff members and sometimes recommending the hospice to others.
Patient/caregiver
Respectfulness (also an HC measure) was one of the least mentioned themes in Yelp reviews (7.89% of all reviews). Most comments reflected a positive experience in hospice staff respectfulness.
Category: Clinical care
This category comprised four related themes. The theme of quality of patient care provided by the hospice agency included comments on topics such as cleanliness and comfort. Positive comments pertained to how great the care received was, whereas negative comments expressed disdain for how a loved one was treated.
The medication management theme included any reference to accessing medication, medication education, prescribing, and medication problems. Both negative and positive comments were coded under this theme.
Pain and symptom management (also an HC measure) related to both negative and positive comments on whether the patient experienced pain or other symptoms and whether these were resolved or managed.
The theme of provision of grief and bereavement counseling/support largely focused on family and caregiver needs and included both positive and negative comments.
Category: Agency competency
Three themes comprised this category. The third-most frequently mentioned theme in this study, timeliness or responsiveness of staff members was identified in 39.63% of the Yelp reviews. This theme (also an HC measure) included both positive and negative comments, primarily around agency responses to family needs for care or support. Among the negative comments, problems largely focused on lack of response to calls or no-shows for promised visits.
Comprehensiveness of services and care was identified as a theme in a relatively small portion of comments (9.75%). This theme pertained to whether the care provided included the complete wrap-around-services expected of hospice agencies.
Agency management was the second-least identified (6.66%) theme in this study. The consumer comments largely related to how well or poorly the agency seemed to have been managed. Some comments (all negative) pertained to problems with billing.
Category: Staff professionalism
This category comprised three themes. Most of the comments in this category focused on staff professionalism and appropriate care during home visits. Negative comments pointed out family members' frustration with how some agencies handled caregiver feedback in unprofessional ways.
Knowledgeable/skilled staff theme reflected hospice staff members' competence, including their education, training, knowledge, and skill. Positive feedback under this theme always aligned with good care, whereas negative comments expressed dissatisfaction with poor care.
Although safety was the least identified (1.24%) theme in our study, the negative reviews all reported serious outcomes from mismanaged care, which resulted in either injuries or unexpected acceleration of the dying process.
Category: Medical equipment and supplies
This category included just one theme, in reference to whether the hospice provided medical equipment or supplies. This theme also included any reference to supplies or equipment being ordered or received, whether on time or not.
Discussion
This study is the first to examine Yelp hospice reviews and compare the themes identified with the topics addressed by CMS's HC measures. We found considerable overlap between the themes captured in HC caregiver-survey items and Yelp. Yelp reviews, which were largely positive, with agencies receiving a rating of 4.0 on average, addressed four of the eight items in the HC caregiver survey. Two additional HC caregiver survey items—the caregiver's willingness to recommend the hospice and the caregiver's overall hospice rating—were reflected in the Yelp reviews, although not specifically identified as themes in our analysis. For example, throughout the reviews, whether negative and positive, consumers frequently mentioned whether they recommended the hospice. Only two HC caregiver survey items did not emerge in our analyses: family training, and provision of emotional and spiritual support. These results echo those from a previous study, which found that Yelp reviews of hospitals addressed most of the topics covered in a patient experience survey that Medicare-participating hospitals sponsor, with results published on CMS's Hospital Compare website. 13
We found that Yelp reviews addressed a wider range of themes than did the HC caregiver survey. We identified eight themes that were not addressed by the HC caregiver items, including the most frequently mentioned theme, compassionate, caring staff, cited in almost half the reviews. This finding is consistent with findings from hospital and nursing home Yelp studies.13,14
Our study coincides with growing concern about the quality of hospice care in the United States. In recent investigations, the federal Office of the Inspector General found serious deficiencies at 87% of hospices, with 20% of hospices having deficiencies that could endanger patients. 15 Nearly one-third of hospices had a complaint filed, of which almost half were severe. These deficiencies and complaints are not published on HC or easily accessible to the public.
Online consumer review sites may mitigate these problems and help improve hospice care, because they give voice to hospice users whose stories may help others make more informed decisions. Their reviews may reveal flaws—and strengths—among hospices that otherwise might not come to light. Online review sites offer an unstructured format for consumers to share their experiences more broadly without the constraint of a limited response set from surveys, such as those used with caregivers on HC.
In addition, given both the range and specificity of feedback provided by Yelp reviews, hospice agencies may find these reviews valuable for improving services as well. Agencies may be able to identify patterns among the comments that point to a particular problem to address. For example, a hospice with several reviews related to hospice staff failing to show up for home visits as scheduled may want to consider strengthening staff accountability or changing visit schedules to ensure staff members can meet them. Yelp also allows businesses to comment on and respond to consumer reviews, which may allow hospice agencies to demonstrate to potential consumers that it values and is responsive to customer feedback.
All rating and review systems have weaknesses as well as strengths. Yelp, for instance, has been criticized because some reviews, an estimated 25%, are likely fake. 16 To mitigate this problem, Yelp screens reviews with an algorithm designed to spot and remove reviews deemed fake. Consumers also can report suspect reviews to Yelp, which then screens these reviews. Yelp reviews also are not collected systematically. Consequently, not all hospice agencies are represented on Yelp, and the volunteers who post their reviews and ratings are not necessarily representative of other consumers.
On balance, however, we recommend that consumers be encouraged to both post hospice reviews to Yelp and consult Yelp reviews, along with HC ratings, when evaluating hospices. Hospice care is centered on eliciting and honoring patient preferences at the end of life. Given this, it seems particularly important to encourage consumers to review hospices in their own words (as opposed, or in addition, to answering a structured survey) and share them with others. Moreover, with more reviews comes more information to help hospice directors improve quality of care.
Limitations
The small sample and inclusion of only California hospices limits the study's generalizability. Yelp reviewers are not randomly selected, but are volunteers, and so this study's sample may be biased in some way.
Footnotes
Acknowledgment
The authors wish to thank (blinded) for help with data collection.
Funding Information
The authors received no financial support for the research, authorship, and/or publication of the article.
Author Disclosure Statement
No competing financial interests exist.
