scholarly journals Mining Twitter to Assess the Determinants of Health Behavior towards Palliative Care in the United States

Author(s):  
Yunpeng Zhao ◽  
Hansi Zhang ◽  
Jinhai Huo ◽  
Yi Guo ◽  
Yonghui Wu ◽  
...  

AbstractPalliative care is a specialized service with proven efficacy in improving patients’ quality-of-life. Nevertheless, lack of awareness and misunderstanding limits its adoption. Research is urgently needed to understand the determinants (e.g., knowledge) related to its adoption. Traditionally, these determinants are measured with questionnaires. In this study, we explored Twitter to reveal these determinants guided by the Integrated Behavioral Model. A secondary goal is to assess the feasibility of extracting user demographics from Twitter data—a significant shortcoming in existing studies that limits our ability to explore more fine-grained research questions (e.g., gender difference). Thus, we collected, preprocessed, and geocoded palliative care-related tweets from 2013 to 2019 and then built classifiers to:1) categorize tweets into promotional vs. consumer discussions, and 2) extract user gender. Using topic modeling, we explored whether the topics learned from tweets are comparable to responses of palliative care-related questions in the Health Information National Trends Survey.

Author(s):  
Karan Chawla ◽  
Angesom Kibreab ◽  
Victor & Scott ◽  
Edward L. Lee ◽  
Farshad Aduli ◽  
...  

Objective: It is unknown whether patients’ ratings of the quality of healthcare services they receive truly correlate with the quality of care from their providers. Understanding this association can potentiate improvement in healthcare delivery. We evaluated the association between patients’ ratings of the quality of healthcare services received and uptake of colorectal cancer (CRC) screening. Subject and Methods: We used two iterations of the Health Information National Trends Survey (HINTS) of adults in the United States. HINTS 2007 (4,007 respondents; weighted population=75,397,128) evaluated whether respondents were up-to-date with CRC screening while HINTS 4 cycle 3 (1,562 respondents; weighted population=76,628,000) evaluated whether participants had ever received CRC screening in the past. All included respondents from both surveys were at least 50 years of age, had no history of CRC, and had rated the quality of healthcare services that they had received at their healthcare provider’s office in the previous 12 months. Results: HINTS 2007 data showed that respondents who rated their healthcare as good, or fair/poor were significantly less likely to be up to date with CRC screening compared to those who rated their healthcare as excellent. We found comparable results from analysis of HINTS 4 cycle 3 data with poorer uptake of CRC screening as the healthcare quality ratings of respondents’ reduced. Conclusion: Our study suggested that patients who reported receiving lower quality of healthcare services were less likely to have undergone and be compliant with CRC screening recommendations. It is important to pay close attention to patient feedback surveys in order to improve healthcare delivery.


Author(s):  
Tobias Walbert ◽  
Joel Phillips

Neurological disorders are among the leading causes of morbidity and death worldwide. Although stroke is the third leading cause of death, after heart disease and cancer, in the United States, other neurological diseases have a more chronic course that leads to protracted disability, morbidity, and death. Unfortunately, for many of these disorders, such as Parkinson’s disease, amyotrophic lateral sclerosis (ALS), and multiple sclerosis (MS), no cure is currently available. Patients suffer from dysarthria, dysphagia, muscle spasm, bladder and bowel difficulties, pain syndromes, and fatigue. Adequate symptom management and palliative care have the potential to maintain good quality of life for patients for as long as possible and ease the burden on both caregivers and patients. This chapter outlines the principles of clinical symptom management for some of the most important neurological diseases, specifically ALS, stroke, MS, and Parkinson’s disease.


Author(s):  
Marilyn Bookbinder ◽  
Romina Arceo ◽  
James T. McDaniel

This chapter provides perspectives on quality-based initiatives in the United States across healthcare settings and populations and describes their impact on patient, professional, and system outcomes. The authors discuss the need for quality improvement (QI) at end of life, QI principles, and the models, methods, and tools most frequently used. Also described are areas of national priority for improving end-of-life (EOL) care. A care-path for the end of life is used to illustrate a QI effort and the FOCUS_PDSA method and to encourage use of specific tools for improving EOL care, including respiratory distress, and a clinician assessment of EOL care using The Joint Commission (TJC) tracer methodology. The authors review the linkages between QI and practice changes in hospitals and hospices that ultimately lead to improved EOL care and close with examples of how nurses are providing leadership in the field of quality hospice and palliative care.


1993 ◽  
Vol 9 (1) ◽  
pp. 37-41 ◽  
Author(s):  
David M. Dush

The hospice movement grew in part as a reaction to the perception that modern medical care had become too technological at the expense of being impersonal and insensitive to human psychological and spiritual concerns. In the United States, the institutionalization of hospice care under Medicare and other reimbursement systems has further established hospice as an alternative to high-technology, high-cost care. The present paper examines the question: What if hospice care becomes itself high-technology, aggressive, costly health care in order to remain true to its goal of maximizing quality of life? Implications for the goals and philosophical underpinnings of palliative care are discussed.


2017 ◽  
Author(s):  
Kouichi Tanabe ◽  
Kaho Fujiwara ◽  
Hana Ogura ◽  
Hatsuna Yasuda ◽  
Nobuyuki Goto ◽  
...  

BACKGROUND Patients and their families are able to obtain information about palliative care from websites easily nowadays. However, there are concerns on the accuracy of information on the Web and how up to date it is. OBJECTIVE The objective of this study was to elucidate problematic points of medical information about palliative care obtained from websites, and to compare the quality of the information between Japanese and US websites. METHODS We searched Google Japan and Google USA for websites relating to palliative care. We then evaluated the top 50 websites from each search using the DISCERN and LIDA instruments. RESULTS We found that Japanese websites were given a lower evaluation of reliability than US websites. In 3 LIDA instrument subcategories—engagability (P<.001), currency (P=.001), and content production procedure (P<.001)—US websites scored significantly higher and had large effect sizes. CONCLUSIONS Our results suggest that Japanese websites have problems with the frequency with which they are updated, their update procedures and policies, and the scrutiny process the evidence must undergo. Additionally, there was a weak association between search ranking and reliability, and simultaneously we found that reliability could not be assessed by search ranking alone.


1992 ◽  
Vol 8 (4) ◽  
pp. 41-45 ◽  
Author(s):  
J. Alex Murray ◽  
Mary H. Murray

Quietly and without fanfare, total quality management (TQM) is being implemented in a branch of health care where quality of care has particular impact on the patient's comfort and well-being. Some palliative care providers, dedicated to improving the quality of life for the dying, have fulfilled all the criteria to be contenders for prestigious quality honors like the Baldrige Award in the United States and the Canada Award for Excellence. Their secret is simple: the patient defines quality, and the palliative care team acts on that definition. Benchmarking, a TQM tool, allows institutions and organizations to benefit from sharing their best processes, and keeps the TQM continuous improvement cycle on track.


2021 ◽  
Vol 39 (28_suppl) ◽  
pp. 114-114
Author(s):  
Saad Omar Atiq ◽  
James Helzberg ◽  
Nathan Hirshman ◽  
Zainab Atiq ◽  
Daniel J. George ◽  
...  

114 Background: The role of palliative care in genitourinary (GU) malignancies has been understudied. Despite representing nearly 25% of new cancer diagnoses, with over 350,000 new cases diagnosed each year, few GU patients have been included in palliative care trials under the theory that symptoms are less severe for GU patients than other solid tumors. Early involvement of palliative care services improves the patient care experience, decreases healthcare utilization, is associated with survival benefit, and results in improved quality of life and mood. To further elucidate the role of palliative care in oncology, we must study its utility in subsets of malignancy like GU cancers, as needs for patients may differ by malignancy type. Methods: A retrospective cross-sectional analysis of initial outpatient palliative care visits was performed using data from the Quality Data Collection Tool for Palliative Care (QDACT-PC) database from 2014-2020. QDACT-PC is a web-based, point-of-care registry used by physicians across the United States to track quality metrics associated with patient consultations. Data was collected and analyzed from patients' initial visits including pain scale, dyspnea scale, feeling of well-being (Quality of Life scale), fatigue scale, constipation scale, palliative performance status (PPS), and preference for resuscitation status. Scales for these variables were 0-10, with the exception of a scale of 0-100% for PPS. Patients less than 18 and greater than 90 years old were excluded. Chi-squared and Student’s t-tests were used to compare categorical and continuous variables, respectively. Results: 824 GU oncology patients (358 prostate cancer patients, 251 bladder cancer patients, 215 renal cancer patients) were compared against all patients with non-GU cancers (7807 patients). Notably, non-GU patients reported higher rates of fatigue (4.50 vs. 4.13, p = 0.0013) and dyspnea (1.63 vs. 1.11, p < 0.0001) than GU patients. GU malignancies had non-significant higher reported pain (3.73 vs. 3.60, p = 0.3109) and constipation (1.96 vs. 1.83, p = 0.2319) and lower PPS (4.95 vs. 4.96, p = 0.8555) and QOL (4.55 vs. 4.73, p = 0.0962). Preference for resuscitation at the time of referral was similar between the two groups (p = 0.6339). Only 16.5% of prostate cancer patients referred to palliative care in this database were black, while black patients are often estimated to represent 30% of new prostate cancer diagnoses each year. Conclusions: GU patients represent 9.54% of cancer patients seen by palliative care while the incidence is nearly 25%. Traditionally, GU patients were underrepresented in palliative care trials under the notion of less severe symptoms; however, this study demonstrates that GU patients have as severe symptoms as non-GU patients, highlighting a disparity in referral to palliative care. Furthermore, the lack of representation of black patients suggests potential inequity and warrants further investigation.


2008 ◽  
Vol 56 (1) ◽  
pp. 89-99 ◽  
Author(s):  
Stephen R. Connor

More than 30 years have passed since palliative care was introduced in the United States, and what began as a small rebellion has evolved into a fairly large health care industry. Although the palliative care movement has considerably improved the care given to those at the end of life, many challenges remain for palliative care providers in the United States. This article discusses the history of hospice and palliative care in the United States, the Medicare Hospice Benefit, the growth of hospice and palliative care, and challenges such as the need for regulatory change, workforce issues, improving access to care, and improving the quality of palliative care.


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