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Factors Associated with Potentially Preventable Hospitalizations for COPD Patients: A Qualitative Analysis of Patient Perspectives

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International Journal of Chronic Obstructive Pulmonary Disease
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Purpose Ambulatory Care Sensitive Conditions (ACSCs) refer to hospital encounters that could potentially be prevented with improved primary care. Chronic Obstructive Pulmonary Disease (COPD) as one of the typical ACSCs, and its hospitalization is considered potentially preventable through the quality primary care. However, the literature on factors influencing Potentially Preventable Hospitalization (PPH) has rarely been conducted from the patient perspective, especially in China. Our study aims to explore the factors influencing PPH for COPD patients. Patients and Methods This was a qualitative study. Twenty participants hospitalized by COPD were recruited from the healthcare institutions in China. The semi-structured interviews were conducted from July to August 2022. The data were gathered and analyzed systematically using thematic analysis. Results Patients’ experiences for PPH generated two main themes: environmental characteristics and personal characteristics. Sub-themes included accessibility of healthcare resources, medical services capability, healthcare insurance policy, working environment, disease cognition, health awareness, disease burden, income constrain, disease perception, negative emotions, and comorbidity. Conclusion Environmental characteristics and personal characteristics are factors associated with PPH for COPD patients. It is important to enhance the medical service ability, improve the accessibility of healthcare resources and the health literacy of patients.
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ORIGINAL RESEARCH
Factors Associated with Potentially Preventable
Hospitalizations for COPD Patients: A Qualitative
Analysis of Patient Perspectives
Liwen Ding
1,2
, Chu Chen
3
, Jianjian Wang
1,2
, Jay Pan
1,2
1
HEOA Group, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, People’s Republic of China;
2
Institute for Healthy Cities and West China Research Center for Rural Health Development, Sichuan University, Chengdu, People’s Republic of
China;
3
School of Health Management, Fujian Medical University, Fuzhou, People’s Republic of China
Correspondence: Jay Pan, HEOA Group, West China School of Public Health and West China Fourth Hospital, Sichuan University, No. 17, Section 3,
Ren Min Nan Road, Chengdu, 610041, People’s Republic of China, Email panjie.jay@scu.edu.cn; Chu Chen, Fujian Medical University, No. 1 Xuefu
North Road Da Xue Cheng Xin Qu, Minhou County, Fuzhou, 3501 22, People’s Republic of China, Email chuchen1988@fjmu.edu.cn
Purpose: Ambulatory Care Sensitive Conditions (ACSCs) refer to hospital encounters that could potentially be prevented with
improved primary care. Chronic Obstructive Pulmonary Disease (COPD) as one of the typical ACSCs, and its hospitalization is
considered potentially preventable through the quality primary care. However, the literature on factors inuencing Potentially
Preventable Hospitalization (PPH) has rarely been conducted from the patient perspective, especially in China. Our study aims to
explore the factors inuencing PPH for COPD patients.
Patients and Methods: This was a qualitative study. Twenty participants hospitalized by COPD were recruited from the healthcare
institutions in China. The semi-structured interviews were conducted from July to August 2022. The data were gathered and analyzed
systematically using thematic analysis.
Results: Patients’ experiences for PPH generated two main themes: environmental characteristics and personal characteristics. Sub-
themes included accessibility of healthcare resources, medical services capability, healthcare insurance policy, working environment,
disease cognition, health awareness, disease burden, income constrain, disease perception, negative emotions, and comorbidity.
Conclusion: Environmental characteristics and personal characteristics are factors associated with PPH for COPD patients. It is
important to enhance the medical service ability, improve the accessibility of healthcare resources and the health literacy of patients.
Keywords: preventable hospitalizations, ambulatory care-sensitive conditions, chronic obstructive pulmonary disease, patient
perspective, qualitative research
Introduction
Ambulatory Care Sensitive Conditions (ACSCs) refer to hospital encounters that could potentially be prevented with
improved primary care.
1
Chronic Obstructive Pulmonary Disease (COPD) characterized by chronic respiratory symp-
toms and airow obstruction, represents a preventable and treatable disease. As one of the typical ACSCs,
2
its manage-
ment heavily relies on early outpatient care services. Through the quality primary care, hospitalization of patients with
COPD is considered potentially preventable. However, according to the Global Initiative for Chronic Obstructive Lung
Disease (GOLD) case denition, 10.3% people aged 30–79 years had COPD worldwide in 2023,
3
leading to high
economic burden mainly caused by acute hospitalizations for exacerbations,
4
which make up the majority of medical
expenses. It is reported that COPD will cause a global economic loss of $4.326 trillion, with China having the highest
absolute economic burden of $1.363 trillion.
5
In China, COPD patients suffer from 0.5 to 3.5 acute exacerbations
per year,
6
the direct medical cost of COPD ranges from $72 to $3656 per capita per year.
7
To reduce the Potentially Preventable Hospitalization (PPH) rates and the resulting medical expenses, there has been
increasing attention devoted to understanding factors affecting PPH mostly used administrative data and found that, patient
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International Journal of Chronic Obstructive Pulmonary Disease Dovepress
Open Access Full Text Article
Received: 31 July 2024
Accepted: 2 December 2024
Published: 12 December 2024
characteristics level, such as gender,
8–10
age,
11,12
education background,
13,14
ethnicity,
15,16
socioeconomic status,
17
and
healthcare insurance coverage,
18–20
and healthcare system level, including accessibility to primary care,
21
continuity of
care,
8,22
primary healthcare resourcing
23
professional characteristics of doctors,
24
associated with the increased risk of PPH.
However, most of the PPH studies cited above are from the developed countries and regions and most studies focused on
multiple ACSCs, which may exist some confounding factors. Although there are many similarities, there are also differences
inuencing PPH that may limit the applicability to Chinese context. Besides, the social variables outside the purview of
clinical medicine of PPH explored in these studies are limited, and there is little literature conducted from patient perspectives,
which helped to develop targeted interventions.
The aim of this study is to identify factors associated with PPH from patient experience in China because patient
perspective could provide a more holistic view of factors necessitating their hospitalizations and reecting specic
challenges in outpatient disease management, which provides valuable information for policy makers and clinical
professionals to understand the process of patients’ hospitalization and develop targeted intervention measures to reduce
the PPH rate and medical burden.
Methods
Study Design
The qualitative methodology was selected for this study, which could provide a better and in-depth understanding of the
research issues. According to the relevant factors affecting COPD hospitalization in the existing literature, a semi-
structured interview guide was formulated, including the demographic characteristics, behavior and living habits, health
management, and medical choice of patient. The semi-structured interview guide was improved after initial development.
A completed Consolidated Criteria for Reporting Qualitative Research (COREQ) checklist is attached as Additional le 1.
Sample and Setting
PPH rates for COPD were relatively high in China,
25
especially in less developed areas, with decient healthcare
resources. Therefore, we selected Chishui city, located in Southwest China, and in the northernmost part of Guizhou
province, as our study area. The residents of Chishui city had a high incidence rate of COPD, ranking second in the cause
of death.
Participants who were hospitalized for COPD were recruited during hospitalization, from the healthcare institutions,
covering a three tiered health care delivery system, including village clinics, township health centers (THCs), and county
hospitals.
26
Participants hospitalized for COPD PPH were identied for the study admission following the Organization
for Economic Co-operation and Development (OECD) standards.
1
Inclusion criteria: Patient aged 15 and older; All non-maternal/non-neonatal hospital admissions with a principal
diagnosis code of COPD (including J40, J410, J411, J418, J42, J430, J431, J432, J438, J439, J440, J441, J448, J449).
Exclusion criteria: Cases where the patient passed away during hospital admission; Cases resulting from transfers
from another acute care institution; Obstetric hospitalizations; Same-day admissions.
Eligible subjects were recruited as follows: First, we contacted the attending physician of the hospitalized patients and
explained the purpose of this study to obtain the consent of the attending physician and help to recommend potential
qualied subjects to the research team. Second, the research team looked up the medical data of potential qualied
subjects and identied COPD PPH patients according to the inclusion and exclusion criteria. Last, through the
introduction of the attending physician, the informed consent of the patients participating in this study was obtained,
and then the interview was ofcially started. We rst contacted the attending physician who were respiratory physicians
because they knew more about the patient’s situation and could help the research team to nd qualied subjects more
quickly. With the help of the attending physician, patients are more likely to trust the research team. All participants were
able to express their views and experiences adequately.
Purposive sampling was used as it ensured access to COPD patients who had experience of PPH, and the selection
strategy was maximize the variation regarding age, residence, and complex social backgrounds. Twenty eligible patients
were recruited as participants by this method. A detailed description of participants is presented in Table 1.
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Data Collection
The interviews were conducted with each participant between July 2022 and August 2022. The semi-structured guide
was employed to take in-depth interviews and to collect data, which allowed participants to fully express their
experiences for PPH, their attitudes, and practices of disease management. Face-to-face interviews took place in the
patient ward and lasted 20–40 minutes. The researcher recorded the whole process of the interview with informed
consent and took eld notes. To achieve data saturation, data analysis was conducted while collecting data until no new
patient-reported factors emerged, the interviews ceased, we considered the thematic saturation was reached.
The study was conducted according to the Declaration of Helsinki. Ethical approval was granted from Ethics
Committee of Sichuan University (K2018087). All participants provided with written informed consent, including
consent for us to record and report anonymous data from interview.
Data Analysis
Interviews were transcribed conversationally and analyzed using thematic analysis proposed by Braun and Clarke.
27
Microsoft Word and Excel was used for analysis. The analysis process included the following steps: (1) after transcribed,
researchers re-read the transcripts to develop a general understanding of patients’ experiences and perform initial coding
line by line after identifying meaningful phrases; (2) the initial codes with the same or similar meaning were gathered to
form categories through interpretation of their experiences; (3) rened the categories to form themes, and established the
connections between themes and categories; (4) identied the main themes related to research question.
Results
After careful analysis from patient experiences, we summarized factors inuenced PPH into environmental character-
istics and personal characteristics (Figure 1). The environmental characteristics were the primary healthcare system,
health policy environment and working environment that affected PPH. Personal characteristics included economic
condition, cognition and behavior habits. Among them, disease perception was the most immediate factor that motivates
patients to seek medical services.
Table 1 Descriptive Characteristics of Participants
ID Gender Age Educational Background Reason for Hospitalizations Smoking History Method of Cooking
A01 Male 70 Higher and further education Acute exacerbation Ex-smoker Electricity
A02 Male 81 Primary school and lower Acute exacerbation Ex-smoker Electricity
A03 Male 74 Higher and further education Worsening symptoms Ex-smoker Electricity
A04 Male 82 Primary school and lower Acute exacerbation Ex-smoker Electricity
A05 Male 71 Primary school and lower Worsening symptoms Ex-smoker Electricity
A06 Male 67 Primary school and lower Worsening symptoms Ex-smoker Electricity
A07 Male 55 Primary school and lower Worsening symptoms Ex-smoker Electricity
A08 Male 66 Primary school and lower Acute exacerbation Ex-smoker Wood
A09 Male 59 Primary school and lower Worsening symptoms Current smoker Electricity
A10 Male 75 Primary school and lower Acute exacerbation Current smoker Electricity
A11 Female 68 Secondary school Worsening symptoms No smoking Wood
A12 Male 56 Secondary school Acute exacerbation Ex-smoker Electricity
A13 Male 52 Primary school and lower Worsening symptoms Ex-smoker Electricity
A14 Male 68 Primary school and lower Acute exacerbation Current smoker Wood
A15 Female 64 Primary school and lower Acute exacerbation Ex-smoker Wood
A16 Male 72 Primary school and lower Worsening symptoms Ex-smoker Wood
A17 Male 79 Secondary school Worsening symptoms No smoking Electricity
A18 Male 60 Secondary school Acute exacerbation Ex-smoker Used to burn wood
A19 Female 62 Secondary school Worsening symptoms No smoking Used to burn wood
A20 Female 61 Primary school and lower Acute exacerbation No smoking Used to burn wood
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Environmental Characteristics
Accessibility of Healthcare Resources
Medical resources included medical professionals, facilities, medicine, technology, services and other elements. Patients
reported that the medicine and equipment in the study area were inaccessible, and the human resources were less and of
low quality, which would have an impact on the treatment and management of patients and further affected PPH.
The THCs had few high-quality medical professionals and lack of medicine, many of the drugs could be bought in the
neighboring city, but we did not have them there …… I went to another city to see a doctor before and had a simple examination
to determine the cause of the disease, but we did not have this examination here. (A01)
Medical Services Capability
The medical services capability was affected by many factors including medical resources. Primary care professionals
played an important role of healthcare gatekeeper, the function of health education, and follow-up management.
However, in the study area, the number of medical professionals was relatively small and of relatively low quality,
with limited capability to deal with patients’ emergencies. Medicine supply was insufcient, while drug therapy was the
main treatment to maintain the stability of disease. These factors may affected the daily disease management and had the
Figure 1 Factors associated with PPH for COPD.
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possibility to generate inpatient service utilization. Furthermore, this may also affect patient medical choice, patients
might bypass the primary institutions with poor medical service capability and directly to the high-level hospitals.
We do not have many medicine here …… My condition is not very serious, but today is the eighth day of my hospitalization,
and the treatment effect is not very good. (A01)
The THCs could not treat my illness, and they did not have many medicines. if your condition is getting worse, you must come
to higher-level hospitals. (A07)
Healthcare Insurance Policy
The guarantee of healthcare insurance policy was vital for COPD patients since they need to take medicine to control the
development of disease for most of the time and avoid hospitalization caused by acute exacerbation. This study found
that the policy formulated by the health administration department had imperfect compensation mechanism, reected in
the limited types of medicine reimbursement and the small amount of reimbursement. Moreover, we also found the
policy publicity was not in place.
I had to buy medicine every month. In fact, the reimbursement lasted only half a year because the amount of reimbursement was
not enough for chronic condition patients. Some inhalations were not covered by insurance. (A01)
I had not heard of the reimbursement policy, and I did not know whether my condition met the criteria. (A07)
Working Environment
Some patients in the study were engaged in work that exposed to dust environment for a long time, while the dust
scattered in the air gradually damaged the function of the lung through the respiratory tract, and these participants did not
take any protective measures. These patients’ respiratory symptoms will become more and more serious, accompanied by
cold or poor disease self-management ability, and the possibility of hospitalization for acute attack will be greater.
I had worked for 11 years, there were no protective measures, rules and awareness of self-protection at that time. (A09)
It was worth mentioning that there were three participants suffered from pneumoconiosis and gradually developed
into COPD, accompanied by social vulnerability and low health literacy, leading to the utilization of inpatient services.
I did not have money to the hospital, and it was very expensive. Working outside and raising two children brought me a lot of
pressure, and now I feel tired and unable to work. I only took medicine when I felt uncomfortable I am still smoking now, I had
tried to quit before, but the more I quit, the greater the addiction. (A09)
Personal Characteristics
Disease Cognition
Many patients in the study had limited education level and lack of disease cognition. They had a vague understanding of
COPD, and some patients were not aware of the relationship between smoking and COPD, accordingly, they were unable
to take measures to control the further development of the disease.
I have not heard of getting vaccinated against inuenza or pneumonia. (A13)
I had a bad memory, and I could not remember how to manage the disease. The doctor told me not to smoke, but now I am still
smoking. I thought smoking and non-smoking had little impacts on the disease. (A10)
Health Awareness
Long-term, on-time, regular medication was an efcient way to control the progression of disease. However, some
patients automatically stopped taking medicine or forgot to take when the symptoms were alleviated or took it urgently
when the symptoms appeared. Therefore, the treatment was not effective.
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I would not take medicine if there were no symptoms. I only took it when the cough became severe. I would do some farm work
when I felt well, and I did not take the medicine with me, so I forget to use it. (A15)
The harm caused by unhealthy lifestyle behaviors such as second-hand smoke and the traditional fuel combustion
methods was more common. In rural areas, residents cooked or heated their home by burning biomass and fossil fuels,
such as wood and coal. However, due to the harmful gases, such as nitrogen monoxide and formaldehyde produced
during the combustion, as well as the particulate matter released during the process, long term exposed to an environment
lled with harmful gases and inhalable particles would result respiratory symptoms over time, and aggravation of
symptoms may lead to acute hospitalization. Most patients in the study were not aware of the impact on their health.
I did not use electricity in the past two years, and electricity was too expensive. My husband often smoked, and he used home-
made tobacco, and I could not stand the smell. (A20)
I used to burn wood to cook and feed pigs, and there was no chimney in my kitchen, so I always opened the door when I cook.
The development of the rural economy was sluggish, so we seldom used electronic power. (A16)
Disease Burden
Long term illness required signicant medical expenditures. Due to the economic burden of the disease, patients may
choose to invest less money in treatment, resulting in poor treatment effect and may lead to the onset of the disease.
I had applied for reimbursement policy successfully, but I still felt the economic burden was heavy. Because of the disease,
I could not go out to work, so I had no income, just stayed in my hometown, and I had to spend money to buy medicine every
month. (A12)
If the patient was the primary source of family income, it will bore the dual burden of disease and family.
I was diagnosed with silicosis at the age of 41, but I have been working all the time, because I had three children and the burden
on me was very heavy. (A07)
Income Constrain
Family disposable income was one of the inuencing factors of hospitalizations. The economic burden brought by
disease treatment reduced the quality of life and disposable income of patients and their families. Patients were affected
by the disease and left their jobs, resulting in a decrease in labor participation and productivity. Patients with low
disposable income might miss the maintenance treatment for disease, due to inability to afford the medical costs, leading
to utilization of inpatient services.
I have been ill for more than 10 years, and I could not do anything just stay at home. I had no nancial resources. (A13)
Economic factors could also affected the living behaviors and medical choice. Due to income constrained and limited
access to electricity resources, some rural patients still cooked by burning coal or wood.
I still burned wood, and the electricity was too expensive to use. The doctor asked me to transfer to a higher-level hospital, but
I did not have any money. (A15)
Disease Perception
Disease perception referred to a person’s awareness of the risk of developing a certain disease. If a person believed that
they are more likely to develop a disease, they were more willing to take proactive actions to seek health care services.
The patient stated that acute exacerbation caused by a cold, and worsening disease symptoms due to improper disease
management and weak health awareness were the main reasons for the hospitalization.
The main reason why I came to the hospital this time was that I had a cold, with coughing and wheezing. I knew it would be
troublesome if I did not press it down in time, so I came here for hospitalization treatment. (A01)
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Negative Emotions
COPD was characterized by long-term, recurrent, and complex etiology, patients felt strongly dominated by the disease,
and resulting negative emotions, which could also affect patients’ motivation to treat the disease and their self-
condence.
At my age, it was useless to get medical treatment, it was a waste anyway. Many of my colleagues died, it was an occupational
disease that hardly cured. Even if you had enough money, it could not be cured, one of my colleagues spent a lot of money on
surgery, and nally, he died. (A09)
Comorbidity
The presence of comorbidities was common in COPD patients, but if comorbidities could not be identied in a timely
manner, it had an impact on the diagnosis, treatment, and prognosis of patients.
My heart and cardiovascular problems also existed. One day I said to get the COVID-19 vaccine, and the doctor asked me if
I had high blood pressure, I said I had high blood pressure, and the doctor would not let me get vaccinated. I also had
osteoporosis. (A11)
Discussion
This study identied the factors associated with PPH for COPD patients in China using qualitative research method,
based on twenty participants’ experiences, which included environmental characteristics and personal characteristics.
These ndings are vital for providing valuable insights to reduce PPH and develop interventions.
Our study found that lack of healthcare resources and insufcient medical service capability in clinical practice fail to
meet the needs of patients. This nding aligns with the result of Wang et al.
28
Chishui city, which was originally
classied as a national poverty-stricken county and ofcially withdrew in October 2017, has seen signicant improve-
ment in economy and other areas. However, due to the limited development prospects, few medical professionals are
willing to stay at the grassroots level. This observation is consistent with the existing studies, which suggests that medical
professionals may be more inclined to practice in higher-level institutions and cities with better economic conditions.
29
Correspondingly, Li et al
30
provide evidence indicating that medical staff at primary level in China have insufcient
cognition of COPD, making them hardly to deal with patient emergencies. Our study also presented a negative example
that expanding the outpatient benet package can reduce PPH, which was proposed by Liu et al.
31
In terms of patient
experience, due to the limited population covered and reimbursement constraints of “Outpatient Chronic and Special
Diseases” policy, patients’ hospitalization behavior that could have been avoided through outpatient management.
Furthermore, access to care has an impact on disease management, which also conrms the previous ndings of our
research team using quantitative methods in the same region,
32,33
and this result may be attributed to the long distance
from patients’ residence to hospitals and inconvenient transportation services.
Our ndings also showed that knowledge affects patient’s work choice, disease cognition and health awareness
indirectly affects medical behavior, which is consistent with most studies.
34–37
First, patients in our study may be limited
by education level, they prefer to choose jobs that do not require high education level, such as quarries and construction,
and are at risk of occupational exposure. Studies have widely conrmed that occupational exposure to dust, gas, and
fumes
38
and various organic particles
39
are associated with COPD. Second, disease cognition is affected by multiple
factors. On the one hand, patients with high education pay more attention to their own health and are easier to understand
disease and health-related knowledge. On the other hand, the number of acute attacks and disease severity are related to
the disease cognition.
40
To reduce the number of hospitalizations and improve the quality of life, they may actively seek
health information. Last, consistent with our ndings, medication adherence and the use of solid fuels have proved to be
associated with COPD hospitalizations.
41–43
Possible reasons may be that most rural patients are inuenced by their
inherent beliefs, only take medicine once they experience recurrent cough, breathlessness, and other symptoms, and as
patients age increase, cognitive function and memory decline, so they may forget to take medicine. In addition, most of
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participants used to live in rural areas, they regard coal and wood as the main solid fuels,
44
and the cost of using
electricity is more expensive. They are not aware of the harm of toxic gases from fuel combustion to the respiratory tract.
This study found that acute exacerbation caused by colds are the immediate reasons of PPH. This nding is consistent
with the research by Tseng et al
45
and Johnston et al,
46
which reported that an over 30-fold increased risk of exacerbation
when colds were present compared to cold-free periods. One possible explanation may be that most participants in the
study are aged over 60, with deteriorated physiological functions, the risk of harmful effects of cold exposure increased.
Based on the research results, we suggest that improving accessibility of healthcare resources, enhancing the medical
capability of medical professionals through further education and skill learning in higher-level healthcare institutions are
needed. In addition, policy makers should consider the distance between patient’s residence, transportation services, and
healthcare providers when planning healthcare resources rationally, optimize spatial allocation of healthcare
resources.
47,48
Most importantly, healthcare professionals should focus on the education of patients and taking interven-
tion, using the unique advantage of hospital wards to conduct lectures on disease cognition, rehabilitation and manage-
ment, and establishing a connection between healthcare professionals and patients. It is worth mentioning that
vaccination is currently an effective way to prevent colds and respiratory infections, which could also reduce the
likelihood of deterioration in COPD patients.
49–52
Therefore, for COPD patients, particularly the elderly, keeping
warm and receiving vaccination annually should be recommended.
This study was designed and conducted following qualitative methodology, and it was the rst article to explore the
PPH-related factors from the patient perspectives in China. It was also added in-depth detailed information to the
currently limited data on PPH-related factors for COPD. Compared to the quantitative method, focusing on the social and
behavioral background context of patient experiences may help to explain the failure of disease management in
preventing hospitalizations through interviews. Most importantly, many of the factors that patients self-reported, such
as lack of knowledge and negative emotions, are unlikely to appear in the hospital administrative data. Although the
saturation of sample information was achieved in the study, there are also some limitations. The face-to-face interviews
were based on patients’ self-reported experiences, and the recall of disease progression and hospitalization experiences
may be affected by recall bias. In addition, the ndings only represent the experiences of the study population, and the
study should be replicated in different cities in the future. Given the inherent limitations of qualitative research, we will
develop a questionnaire based on the results of this study in future research to further verify the relationship between
these factors and PPH in a larger population.
Conclusion
Environmental characteristics and personal characteristics are factors associated with PPH, and in personal character-
istics, disease perception is the immediate reason of PPH. The signicant barriers of preventing PPH are patient cognition
and accessibility of healthcare resources at primary level. Therefore, healthcare providers should teach patients the
process of occurrence and development of the disease, how to respond when it occurs, relevant knowledge of heath
management, regularly follow-up to check patient’s condition and medication, and make adjustment timely. Healthcare
professionals should also improve the capability of clinical practice. By implementing these strategies, healthcare
providers can better handle and manage patients with COPD at the primary level.
Acknowledgments
This work was supported by China Postdoctoral Science Foundation [2020M683298]; Fujian Medical University
[XRCZX2021007].
Disclosure
The authors report no conicts of interest in this work.
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Background Chronic obstructive pulmonary disease (COPD) is the third leading cause of death worldwide and imposes a substantial economic burden. Gaining a thorough understanding of the economic implications of COPD is an important prerequisite for sound, evidence-based policy making. We aimed to estimate the macroeconomic burden of COPD for each country and establish its distribution across world regions. Methods In this health-augmented macroeconomic modelling study we estimated the macroeconomic burden of COPD for 204 countries and territories over the period 2020–50. The model accounted for (1) the effect of COPD mortality and morbidity on labour supply, (2) age and sex specific differences in education and work experience among those affected by COPD, and (3) the impact of COPD treatment costs on physical capital accumulation. We obtained data from various public sources including the Global Burden of Disease Study 2019, the World Bank database, and the literature. The macroeconomic burden of COPD was assessed by comparing gross domestic product (GDP) between a scenario projecting disease prevalence based on current estimates and a counterfactual scenario with zero COPD prevalence from 2020 to 2050. Findings Our findings suggest that COPD will cost the world economy INT4326trillion(uncertaintyinterval33275516;atconstant2017prices)in202050.Thiseconomiceffectisequivalenttoayearlytaxof01114·326 trillion (uncertainty interval 3·327–5·516; at constant 2017 prices) in 2020–50. This economic effect is equivalent to a yearly tax of 0·111% (0·085–0·141) on global GDP. China and the USA face the largest economic burdens from COPD, accounting for INT1·363 trillion (uncertainty interval 1·034–1·801) and INT$1·037 trillion (0·868–1·175), respectively. Interpretation The macroeconomic burden of COPD is large and unequally distributed across countries, world regions, and income levels. Our study stresses the urgent need to invest in global efforts to curb the health and economic burdens of COPD. Investments in effective interventions against COPD do not represent a burden but could instead provide substantial economic returns in the foreseeable future.
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Population demand, healthcare resourcing, and transportation linkage are considered as major determinants of spatial access to health care. Temporal changes of the 3 determinants would result in gain or loss of spatial access to health care. As a remarkable milestone achieved by Targeted Poverty Reduction Project launched in China, the significant improvements in spatial access to health care served as an ideal context for investigating the relative contributions of these 3 determinants to the changes in spatial access to health care in a rural county. A national level poverty-stricken county, Chishui county from Guizhou province, China, was chosen as our study area. The enhanced two-step floating catchment area model and the chain substitution method were employed for analysis. The relative contributions of the 3 determinants demonstrated variations with villages. The relative contributions of healthcare resourcing were positive in all villages as indicated by sharp increases in healthcare resources. Population changes and transportation infrastructure expansion had both negative and positive effects on spatial access to health care for different villages. Decisionmakers should take into account the duration of travel time spent between where people live, where transport hubs are located, and where healthcare services are delivered in the process of formulating policies toward rural healthcare planning. For villages with poorly-established infrastructure, the optimization of population distribution and healthcare resourcing should be considered as the priority. A stronger marginal effect would be induced by transportation infrastructure expansion with increased spatial accessibility. This study provides empirical evidences to inform healthcare planning in low- and middle-income countries.
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Introduction The Patient Protection and Affordable Care Act (ACA) aimed to increase the number of individuals with health insurance, which may lead to adequate primary care management and reduced rates of preventable hospitalizations (PH). To investigate the rates of PH after the passing the ACA in 2010 and Medicaid expansion in 2014 across 26 states, a population-based study was conducted using the Healthcare Cost and Utilization Project National Inpatient Sample database from 2005-2017. Methods A logistic regression and trend analysis was performed to assess the changes of PH rates over time and the impact of policy changes on the rate of PH. Individuals were included if they were between the age 18 and 64 years and had a preventable quality indicator ICD-9 or ICD-10 code as determined by the Agency for Healthcare Research and Quality. Results Over 45 million PH admissions were reported between 2005-2017. There was a significant decrease in PH rates after the passing of the ACA from 12.0% to 10.8% (p<0.01) and from 11.5% to 10.6% (p<0.01) after Medicaid expansion. Bacterial pneumonia declined from 1.5% to 0.6% (p<0.01), along with chronic obstructive pulmonary disease and asthma in older adults from 1.9% to 1.7% (p = 0.01) after the expansion. Conclusion States that have not implemented Medicaid expansion should make it a priority as it may lead to a reduction of PH rates. Furthermore, PH rates may be considered a quality measure to examine the accessibility and effectiveness of primary care intervention.
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Introduction: Hospitalizations for ambulatory care sensitive conditions, of which chronic obstructive pulmonary disease (COPD) is among the most common, represent an indirect measure of the healthcare system to manage chronic disease. Research has pointed to disparities in various COPD-related outcomes between persons of lower versus higher income; however, few studies have examined the influence of patients' social context on potentially avoidable COPD admissions. Objective: The research explores the use of linked population census and administrative health data to assess the influence of income inequalities on the risk of hospitalization and rehospitalization for COPD among Canadian adults. Methods: This analysis utilizes data from the 2006 Census linked longitudinally to the 2006/07-2008/09 Discharge Abstract Database. Multiple logistic regressions were conducted to assess the independent influence of income inequality on the risks of hospitalization and of six-month readmission due to COPD among the population aged 30-69, controlling for age, sex, education and other sociodemographic characteristics. Results: Compared with adults in the most affluent income quintile, the adjusted odds of COPD hospitalization were significantly greater in the 4th highest income quintile (OR: 1.38; 95%CI: 1.30-1.47), and peaked for those in the least affluent quintile (OR: 2.92; 95%CI: 2.77-3.09). Among individuals who had been hospitalized at least once for COPD in the study period, and compared with the most affluent group, the adjusted odds of readmission were highest in the least affluent group (OR: 1.39; 95%CI: 1.22-1.58). Conclusions: Despite Canada's system of universal coverage for physician and hospital care, a clear income gradient in the risk of being hospitalized and, to some extent, rehospitalized for COPD, is found. Income inequalities may be contributing to excess hospitalizations, reinforcing the importance of integrating social and economic issues in primary care to meet the ambulatory needs of this population.
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Objectives Chronic Obstructive Pulmonary Disease (COPD) is a common respiratory disorder. Next to tobacco smoking, occupational exposure is the most important risk factor for COPD in high-income countries. To enable preventative measures, more knowledge is needed on which specific occupational exposures that are related to risk of developing COPD in men and women. Methods A population-based cohort was formed from subjects responding to the Stockholm Public Health Surveys in 2002, 2006, and 2010, followed up until 2014. The dataset was linked to a quantitative job exposure matrix via occupational titles from the 1990 nation-wide Population and housing census. We identified COPD among subjects having medication for COPD and/or reporting a physician's diagnosis of COPD. The gender-specific risks to develop COPD from occupational particle-exposure were estimated by proportional hazards regression model, adjusted for age and individual data on tobacco-smoking. Results Men exposed to respirable crystalline silica (RCS) (HR 1.46, CI 1.13–1.90), gypsum and insulation material (HR 1.56, CI 1.18–2.05), diesel exhaust (HR 1.18, CI 0.99–1.41) and high levels of particles from asphalt/bitumen (HR 1.71, CI 1.06–2.76) as well as welding fumes (HR 1.57, CI 1.12–2.21) had an increased smoking-adjusted risk for developing COPD. An increased risk was also observed among women highly exposed to various organic particles from soil, leather, plastic, soot, animal, textile, flour (HR 1.53, CI 1.15–2.04). Furthermore, a significant positive exposure-response trend was found among men exposed to RCS, iron dust, gypsum and insulation material, and diesel exhaust. A tendency towards an exposure-response relationship was also seen among both men and women exposed to welding fumes and various organic particles, and among men exposed to particles from asphalt/bitumen. The population attributable fraction for COPD from occupational exposure to particles was 10.6% among men and 6.1% among women. Conclusions This study indicates an increased smoking-adjusted risk of developing of COPD due to occupational exposure to particles. A positive exposure-response relationship was found for RCS, gypsum and insulation, diesel exhaust, and welding fumes. Also, exposure to high levels of asphalt/bitumen and various organic particles was associated with a higher risk for COPD. Reduction of these exposures in the work environment are important to prevent future cases of COPD. More studies are needed to investigate exposure-response relationships further, but this study indicates that the European occupational exposure limit (OEL) for RCS needs to be re-evaluated.
Article
The reduction of diabetes‐related avoidable hospitalisations (AHs) can be achieved via the provision of timely and effective primary healthcare (PHC), which has made diabetes AHs rate a widely adopted indicator for evaluating the performances of PHC systems. This study reported the AHs rate of diabetes and further explored its relationship with PHC resourcing in China. Hospital discharge data of the fourth quarters of 2016 and 2017 in Sichuan Province, China were used. The number of PHC doctors per 10,000 population and the proportion of PHC doctors on all doctors were used as indicators reflective of PHC resourcing. Linear regression models were used to explore the associations between PHC resourcing and AHs of diabetes. Age‐standardised rates of diabetes‐related AHs in Sichuan province, China were found to be 248.102 and 272.368 per 100,000 population in 2016 and 2017, respectively. A 10% increase in the number of PHC doctors per 10,000 population was associated with a reduction of 2.574 per 100,000 population in the age‐standardised AHs rate of diabetes. In addition, 10% increase in the proportion of PHC doctors on all doctors was associated with a reduction of 10.839 diabetes‐related AHs per 100,000 population. Based on subgroup analysis, PHC resourcing demonstrated to have a stronger impact on AHs of diabetes with long‐term complications than on that of uncontrolled diabetes. Our findings reported that the diabetes AHs rates in Sichuan Province were prevalently high. We also found that increased PHC resourcing was associated with decreased diabetes‐related AHs rates.