20 research outputs found
Cancer prevention in people experiencing homelessness: ethical considerations and experiences from the CANCERLESS project
The incidence of cancer in Europe has been increasing in recent years. Despite this, cancer prevention has remained a low priority in health policies. Cancer is one of the main causes of mortality among people experiencing homelessness, who continue to have difficulties accessing prevention programs. A strategy that has been tested to favor cancer prevention is the health navigator figure. The objective of CANCERLESS project is to implement this model among populations experiencing homelessness in four European countries to foster the prevention and early detection of cancer. In this perspective, a presentation of CANCERLESS project is made, and its ethical aspects are discussed according to the ethics of public health, the ethics of care, solidarity, relational autonomy, and the social recognition of the virtue of just generosity. The ethical foundations of CANCERLESS project are rooted in social justice and in equity in access to health systems in general and cancer screening programs in particular. The ethics of public health guided by utilitarianism are insufficient in serving the interests of the most disadvantaged groups of the population. Hence, it is necessary to resort to relational bioethics that includes the ethics of care and solidarity and that recognizes the moral identity of socially excluded persons, reaffirming their position of equality in society. Relational autonomy therefore provides a broader conception by including the influence of living conditions in decisions. For this reason, the CANCERLESS project opts for a dialogue with those affected to incorporate their preferences and values into decisions about cancer prevention
Adjusted morbidity groups: Characteristics and comorbidities in patients with chronic conditions according to their risk level in Primary Care
Objetivos: Describir las características de los pacientes crónicos según el nivel de riesgo asignado
por los grupos de morbilidad ajustados (GMA). Analizar los factores asociados al nivel de
riesgo alto y estudiar el efecto de cada uno de ellos.
Dise˜no: Estudio observacional descriptivo transversal con enfoque analítico.
Emplazamiento: Atención Primaria (AP). Servicio Madrile˜no de Salud.
Participantes: Población de 18.107 pacientes estratificados por los GMA integrados en la historia
clínica electrónica de AP de la Comunidad de Madrid.
Mediciones principales: Variables sociodemográficas, clínico-asistenciales y de uso de servicios.
Se realizó análisis univariado, bivariado y multivariante.
Resultados: De los 18.107 pacientes se identificaron 9.866 (54,4%) pacientes crónicos, 444
(4,5%) estratificados como de alto riesgo, 1.784 (18,1%) como de medio riesgo y 7.638 (77,4%)
como de bajo riesgo. Los de alto riesgo, comparados con medio y bajo riesgo, tenían una edad
media mayor (77,8 [12,9]; 72,1 [12,9]; 50,6 [19,4]), menor porcentaje de mujeres (52,3%, 65%,
61,1%), mayor número de enfermedades crónicas (6,7 [2,4]; 4,3 [1,5]; 1,9 [1,1]), polimedicación
(79,1%, 43,3%, 6,2%) y contactos con AP (33,9 [28]; 21,4 [17,3]; 7,9 [9,9]) (p < 0,01). En el multivariante
el nivel de riesgo alto se relacionó de manera independiente con la edad > 65 (OR = 1,43;
IC 95% = 1,03-1,99), sexo masculino (OR = 3,46; IC 95% = 2,64-4,52), inmovilidad (OR = 6,33; IC
95% = 4,40-9,11), número de enfermedades crónicas (OR = 2,60; IC 95% = 2,41-2,81) (p < 0,01) y
número de contactos con AP > 7 (OR = 1,95; IC 95% = 1,36-2,80).
Conclusiones: Más de la mitad de la población fue clasificada por los GMA como crónica, y se
estratificó en 3 niveles de riesgo que presentaban diferencias en sexo, edad, deterioro funcional,
necesidad de cuidados, morbilidad, complejidad, polifarmacia y contactos con AP. La edad > 65,
el sexo masculino, la inmovilidad, el número de enfermedades crónicas y los contactos con AP > 7 fueron los factores asociados al alto riesgo.Aims: To describe the characteristics of patients with chronic conditions according to their risk
levels assigned by the adjusted morbidity groups (AMG). To analyse the factors associated with
a high risk level and to study their effect.
Design: Observational cross-sectional study with an analytical focus.
Location: Primary care (PC), Madrid Health Service.
Participants: Population of 18,107 patients stratified by their risk levels with the AMG in the
computerised clinical records of Madrid PC.
Main measurements: The variables studied were: socio-demographic, clinical-nursing care and
use of services. Univariate, bivariate, and multivariate analysis were performed.
Results: Of the 18,107 patients, 9,866(54.4%) were identified as chronic patients, with 444
(4.5%) stratified as high risk, 1784 (18,1%) as medium risk, and 7,638 (77.4%) as low risk. The
high risk patients, compared with medium and low risk, had an older mean age [77.8 (SD = 12.9),
72.1 (SD = 12.9), 50.6 (SD = 19.4)], lower percentage of women (52.3%, 65%, 61.1%), a higher
number of chronic diseases [6.7 (SD = 2.4), 4.3 (SD = 1.5), 1.9 (SD = 1.1)], polymedication (79.1%,
43.3%, 6.2%), and contact with PC [33.9 (28), 21.4 (17.3), 7.9 (9.9)] (P <. 01). In the multivariate
analysis, the high risk level was independently related to age > 65 [1.43 (1.03-1.99), male gender
(OR = 3.46, 95% CI = 2.64-4.52), immobility (OR = 6.33, 95% CI = 4.40-9.11), number of chronic
conditions (OR = 2.60, 95% CI = 2.41-2.81), and PC contact > 7 times (OR = 1.95, 95% CI = 1.36-
2.80)] (P < .01).
Conclusions: More than half of the population is classified by the AMG as a chronic, and it is
stratified into 3 risk levels that show differences in gender, age, functional impairment, need for
care, morbidity, complexity, and use of Primary Care services. Age > 65, male gender, immobility,
number of chronic conditions, and contact with PC > 7 times were the factors associated with high risk
COVID-19 healthcare and social-related needs from the perspective of Spanish patients and healthcare providers: a qualitative analysis of responses to open-ended questions
IntroductionIdentifying stakeholders’ needs is crucial to informing decisions and policy development. This study aims to identify healthcare and social-related needs and effective strategies associated with COVID-19 from the first-person perspectives of patients and healthcare providers.MethodsCross-sectional online survey design including qualitative open-ended questions, conducted in primary care and hospital settings across Spain, with 12 out of 19 regions represented. Adults aged 18 years and older, who (a) resided in Spain and had a history of COVID-19 or (b) worked as healthcare providers delivering direct or indirect care for people with COVID-19 in Spanish primary care or hospitals during 2020 were eligible to participate. Recruitment was conducted via social-media networks (Twitter, LinkedIn, and WhatsApp) and communication channels of key organizations including patient and professional associations and groups. A total of 182 people were invited to complete the surveys and 76 people completed the surveys (71% women), of which 33 were home-isolated patients, 14 were hospitalized patients, 16 were primary care professionals, and 13 were hospital care professionals.ResultsA total of 327 needs and 86 effective strategies and positive aspects were identified across surveys and classified into the following overarching themes: (i) Accessibility, (ii) Basic needs, (iii) Clinical care, (iv) Person-and-family centered care, (v) Caring for the healthcare professional, (vi) Protocolization, information, health campaigns, and education, (vii) Resource availability, (viii) and Organizational needs/strategies.DiscussionFindings indicate the Spanish health and social care systems were generally unprepared to combat COVID-19. Implications for research, practice, and policy focus on integrating first-person perspectives as best practice to identify, prioritize and address needs to increase health and social care systems capacity and preparedness, as well as providing well-co-coordinated responses across government, healthcare, and non-government sectors to promote and protect the physical and mental health of all
COVID-19 healthcare and social-related needs from the perspective of Spanish patients and healthcare providers: a qualitative analysis of responses to open-ended questions
Identifying stakeholders’ needs is crucial to informing decisions and policy development. This study aims to identify healthcare and social-related needs and effective strategies associated with COVID-19 from the first-person perspectives of patients and healthcare providers. Methods: Cross-sectional online survey design including qualitative open-ended questions, conducted in primary care and hospital settings across Spain, with 12 out of 19 regions represented. Adults aged 18 years and older, who (a) resided in Spain and had a history of COVID-19 or (b) worked as healthcare providers delivering direct or indirect care for people with COVID-19 in Spanish primary care or hospitals during 2020 were eligible to participate. Recruitment was conducted via social-media networks (Twitter, LinkedIn, and WhatsApp) and communication channels of key organizations including patient and professional associations and groups. A total of 182 people were invited to complete the surveys and 76 people completed the surveys (71% women), of which 33 were home-isolated patients, 14 were hospitalized patients, 16 were primary care professionals, and 13 were hospital care professionals. Results: A total of 327 needs and 86 effective strategies and positive aspects were identified across surveys and classified into the following overarching themes: (i) Accessibility, (ii) Basic needs, (iii) Clinical care, (iv) Person-and-family centered care, (v) Caring for the healthcare professional, (vi) Protocolization, information, health campaigns, and education, (vii) Resource availability, (viii) and Organizational needs/strategies. Discussion: Findings indicate the Spanish health and social care systems were generally unprepared to combat COVID-19. Implications for research, practice, and policy focus on integrating first-person perspectives as best practice to identify, prioritize and address needs to increase health and social care systems capacity and preparedness, as well as providing well-co-coordinated responses across government, healthcare, and non-government sectors to promote and protect the physical and mental health of al
Use of hospital care services by chronic patients according to their characteristics and risk levels by adjusted morbidity groups
Abstract
Background
In-hospital care of chronic patients is based on their characteristics and risk levels. Adjusted morbidity groups (AMG) is a population stratification tool which is currently being used in Primary Care but not in Hospitals. The objectives of this study were to describe the use of hospital services by chronic patients according to their risk levels assigned by AMG and to analyze influencing variables.
Material and methods
In this cross-sectional study, patients aged ≥18 years from a healthcare service area classified as chronically ill by the AMG classification system who used their referral hospital services from June 2015 to June 2016 were included. Predisposing and needs factors were collected. Univariate, bivariate and multiple linear regressions were performed.
Results
Of the 9,443 chronic patients identified (52.1% of the population in the selected area), 4,143 (43.9%) used hospital care services. Their mean age was 62.1 years (standard deviation (SD) = 18.4); 61.8% were female; 9% were high risk; 30% were medium risk, and 61% were low risk. The mean number of hospital service contacts was 5.0 (SD = 6.2), with 3.8 (SD = 4.3) visits to outpatient clinic, 0.7 (SD = 1.2) visits to emergency departments, 0.3 (SD = 2.8) visits to day hospital, and 0.2 (SD = 0.5) hospitalizations. The factors associated with greater service use were predisposing factors such as age (coefficient B (CB) = 0.03; 95% confidence interval (CI) = 0.01–0.05) and Spanish origin (CB = 3.9; 95% CI = 3.2–4.6). Among the needs factors were palliative care (CB = 4.8; 95% CI = 2.8–6.7), primary caregiver status (CB = 2.3; 95% CI = 0.7–3.9), a high risk level (CB = 2.9; 95% CI = 2.1–3.6), multimorbidity (CB = 0.8, 95% CI = 0.4–1.3), chronic obstructive pulmonary disease (COPD) (CB = 1.5, 95% CI = 0.8–2.3), depression (CB = 0.8, 95% CI = 0.3–1.3), active cancer (CB = 4.4, 95% CI = 3.7–5.1), and polymedication (CB = 1.1, 95% CI = 0.5–1.7).
Conclusions
The use of hospital services by chronic patients was high and increased with the risk level assigned by the AMG. The most frequent type of contact was outpatient consultation. Use was increased with predisposing factors such as age and geographic origin and by needs factors such as multimorbidity, risk level and severe diseases requiring follow-up, home care, and palliative care
Health services utilization in Primary Care in patients with chronic conditions according to risk levels
Fundamentos: Los pacientes crónicos sufren mayor número
de problemas de salud y tienen mayores necesidades de asistencia y
cuidados. El objetivo de este estudio fue describir la utilización de
servicios de salud de Atención Primaria en los pacientes crónicos según
el nivel de riesgo asignado por los grupos de morbilidad ajustados
(GMA), así como analizar los factores asociados.
Sujetos y métodos: Se realizó un estudio transversal. Se incluyeron
pacientes ≥ 18 años identificados como crónicos por el estratificador
GMA en una zona básica de salud de la Comunidad de
Madrid, con una población adscrita de 18.107 habitantes. Se recogieron
variables sociodemográficas, clínico-asistenciales y de utilización de
servicios, y se clasificaron según el modelo “conductual” en “factores
predisponentes”, “factores de necesidad” o “factores facilitadores”. Se
empleó un análisis univariado, bivariado y multivariante, ajustando un
modelo de regresión lineal múltiple con estimadores robustos.
Resultados: Se incluyeron 9.443 pacientes crónicos (el 52,1%
de la población de la zona seleccionada), con una edad media de 57,8
años (Desviación estándar [DE]=18,7), siendo mujeres el 62,1%. El
4,7% eran pacientes de alto riesgo, el 18,7% de medio riesgo y el
76,6% presentaba bajo riesgo. La media de contactos/año fue de 14,1
(DE=15,2). 34,4 (DE=27,9) en alto riesgo, 21,8 (DE=17,2) en riesgo
medio y 10,1 (DE=10,2) en bajo riesgo. De estos contactos, 7,5
(DE=7,1) fueron con médico y 12,9 (DE=12,9) presenciales. Los factores
asociados a mayor utilización fueron el riesgo alto (Coeficiente
B [CB]=12,6; IC95%=11,1-14,2), el estar inmovilizado (CB=8,8;
IC95%=7,3-10,4), la polimedicación (CB=6; IC95%=5,1-6,9), el ser
mujer (CB=1; IC95%=0,4-1,5), el número de enfermedades crónicas
(CB=1; IC95%=0,8-1,2) y la edad (CB=0,03; IC95%=0,01-0,05).
Conclusiones: La utilización de servicios de Atención
Primaria en los pacientes crónicos es elevada y aumenta según el
nivel de riesgo asignado por los GMA. El contacto con el médico
es superior frente al de la enfermería, y el tipo más frecuente es
presencial. La mayor utilización responde a factores predisponentes
(ser mujer y la edad) y, sobre todo, de necesidad clínica (alto
riesgo, multimorbilidad, polimedicación e inmovilidad).Background: Chronic patients suffer a greater number of
health problems and have greater needs for assistance and care. The
objective was to describe the use of health services in Primary Care
in patients with chronic conditions according to risk level by adjusted
morbidity groups (AMG) and analyze the associated factors.
Methods: Cross-sectional study. We included patients ≥18
years-old identified as chronic by the stratification tool according
to AMG in a basic health area in the Community of Madrid with
an assigned population of 18,107 inhabitants. Sociodemographic,
clinical-care and use of services variables were collected and were
classified according to the “behavioral” model in predisposing, need
or facilitators factors. Univariate, bivariate and multiple linear regression
adjusted with robust estimators was performed.
Results: 9,443 chronic patients (52.1% of the population in
the selected zone) were identified, mean age of 57.8 (SD=18.7);
62.1% women. According to their risk level 4.7% were high risk,
18.7% medium risk and 76.6% low risk. The mean number of contacts
per year was 14.1 (SD=15.2); 34.4 (SD=27.9) in high risk;
21.8 (SD=17.2) in medium risk and 10.1 (SD=10.2) in low risk. 7.5
(SD=7.1) contacts were with the doctor and 12.9 (SD=12.9) were face-
to-face. The factors associated with higher use of services were
high risk (Coefficient B[CB]=12.6; IC95%=11-14.2), immobilization
(CB=8.8; IC95%=7.3-10.4), polypharmacy (CB=6; IC95%=5-
8.6), female sex (CB=1; IC95%=0.4-1.5), number of chronic diseases
(CB=1; IC95%=0.8-1.2) and age (CB=0.03; IC95%=0.01-0.05).
Conclusions: The health services utilization in Primary Care
in chronic patients is high and increased according with the risk level
by AMG. The contact with the doctor is superior to nurse and the
most frequent type is face-to-face. The greater utilization of services
responds to predisposing factors (female sex and age) and above
all to need factors (high risk, immobility, multimorbidity and polypharmacy).Ayuda para la elaboración de tesis doctorales de la Fundación para la Investigación e Innovación Biomédica de Atención Primaria (FIIBAP) de la Comunidad de Madrid
Health Problems Encountered by Short-Term European Volunteers in a Nongovernmental Organization in Cambodia
Short-term volunteers are susceptible to a wide spectrum of morbidities, mostly infectious diseases preventable with general hygiene and preventive measures. This study aimed to identify the health problems encountered by European short-term volunteers collaborating for 1 month with a nongovernmental organization (NGO) in Cambodia and to describe their characteristics. A prospective, descriptive observational study was conducted on short-term volunteers who collaborated with an NGO in Cambodia during August 2018. Informed consent and sociodemographic, clinical, and preventative health-related questionnaire data were provided by 198 volunteers. The health problems encountered were confirmed in a primary care consultation with healthcare professionals. Univariate and bivariate analyses were performed. The median age of the volunteers was 22 years (interquartile range = 21-24), and 64% were women. Some (18.2%) had allergies, 8.6% had preexisting health conditions, and 10.6% were under regular treatment. A total of 77.3% visited a pretravel consultation clinic, 39.9% completed a specific pretravel health course, 21.7% took malaria prophylaxis, 92.4% received hepatitis A vaccination, and 82.3% received typhoid fever vaccination. Medical assistance was sought by 112 (57.3%) of the volunteers. The average number of health problems was 2.5 (standard deviation = 1.5), and the total number of health problems attended by the medical team was 279. The most common health problems were upper respiratory infections (12.2 per 1,000 person/days), wounds (10.8 per 1,000 person/days), and diarrhea (6.3 per 1,000 person/days). Short-term volunteers experienced a high rate of health problems during their stay in Cambodia, but most of the problems were mild and preventable and resolved quickly. Pretravel consultation and specific pretravel health training seemed to increase disease awareness
Access to cancer preventive care and program considerations for people experiencing homelessness across four European countries: an exploratory qualitative study
Background People experiencing homelessness (PEH) have a higher prevalence of adverse health outcomes and premature mortality compared to the non-homeless population. These include a higher burden of cancer and cancer-specific morbidity and mortality—outcomes that may be a consequence of significant barriers to accessing primary and secondary prevention and community health services. This study aimed to better comprehend the health needs and barriers to accessing preventive cancer care for PEH across four European countries as well as necessary considerations for developing interventions around cancer prevention for this population. Methods In this exploratory qualitative study, 69 semi-structured interviews were conducted across Austria, Greece, Spain, and the UK, with a sample comprising 15 professionals working in homelessness support services, 19 health professionals, and 35 PEH. Interviews took place between August 1 and October 31, 2021, and data were analysed inductively and iteratively following a thematic approach. Findings Findings were organised into two overarching themes: (1) Experiences and understanding of cancer prevention and treatment and (2) Considerations for program interventions. While cancer was a significant worry among PEH across all settings, they generally had minimal knowledge and understanding of cancer symptoms and prevention. Specific programs for cancer prevention for PEH were described as almost non-existent. Health professionals in some settings indicated that cancer in PEH was often missed in the early stages and instead diagnosed when the severity of symptoms intensified. Interpretation Overall, our findings indicate many commonalities in the health needs of PEH and the barriers they face when they seek access to cancer-specific healthcare services in the European context. Funding This study received funding from the European Union’s Horizon 2020 Research and Innovation Programme under GA 965351
Integrated health system to assess and manage frailty in community dwelling: Co-design and usability evaluation
Objective We aimed to co-create and evaluate an integrated system to follow-up frailty in a community dwelling environment and provide a multi-modal tailored intervention. Frailty and dependency among the older population are a major challenge to the sustainability of healthcare systems. Special attention must be paid to the needs and particularities of frail older persons as a vulnerable group. Methods To ensure the solution fits all the stakeholders’ needs, we performed several participatory design activities with them, such as pluralistic usability walkthroughs, design workshops, usability tests and a pre-pilot. The participants in the activities were older people; their informal carers; and specialized and community care professionals. In total, 48 stakeholders participated. Results We created and evaluated an integrated system consisting of four mobile applications and a cloud server, which has been evaluated through a 6-months clinical trial, where secondary endpoints were both usability and user experience evaluation. In total, 10 older adults and 12 healthcare professionals participated in the intervention group using the technological system. Both patients and professionals have positively evaluated their applications. Conclusion Both older adults and healthcare professionals have considered the resulted system easy to use and learn, consistent and secure. In general terms, they also would like to keep using it in the future
Utilización de los servicios de salud de atención primaria en los pacientes crónicos según nivel de riesgo
Fundamentos: Los pacientes crónicos sufren mayor número
de problemas de salud y tienen mayores necesidades de asistencia y
cuidados. El objetivo de este estudio fue describir la utilización de
servicios de salud de Atención Primaria en los pacientes crónicos según
el nivel de riesgo asignado por los grupos de morbilidad ajustados
(GMA), así como analizar los factores asociados.
Sujetos y métodos: Se realizó un estudio transversal. Se incluyeron
pacientes ≥ 18 años identificados como crónicos por el estratificador
GMA en una zona básica de salud de la Comunidad de
Madrid, con una población adscrita de 18.107 habitantes. Se recogieron
variables sociodemográficas, clínico-asistenciales y de utilización de
servicios, y se clasificaron según el modelo “conductual” en “factores
predisponentes”, “factores de necesidad” o “factores facilitadores”. Se
empleó un análisis univariado, bivariado y multivariante, ajustando un
modelo de regresión lineal múltiple con estimadores robustos.
Resultados: Se incluyeron 9.443 pacientes crónicos (el 52,1%
de la población de la zona seleccionada), con una edad media de 57,8
años (Desviación estándar [DE]=18,7), siendo mujeres el 62,1%. El
4,7% eran pacientes de alto riesgo, el 18,7% de medio riesgo y el
76,6% presentaba bajo riesgo. La media de contactos/año fue de 14,1
(DE=15,2). 34,4 (DE=27,9) en alto riesgo, 21,8 (DE=17,2) en riesgo
medio y 10,1 (DE=10,2) en bajo riesgo. De estos contactos, 7,5
(DE=7,1) fueron con médico y 12,9 (DE=12,9) presenciales. Los factores
asociados a mayor utilización fueron el riesgo alto (Coeficiente
B [CB]=12,6; IC95%=11,1-14,2), el estar inmovilizado (CB=8,8;
IC95%=7,3-10,4), la polimedicación (CB=6; IC95%=5,1-6,9), el ser
mujer (CB=1; IC95%=0,4-1,5), el número de enfermedades crónicas
(CB=1; IC95%=0,8-1,2) y la edad (CB=0,03; IC95%=0,01-0,05).
Conclusiones: La utilización de servicios de Atención
Primaria en los pacientes crónicos es elevada y aumenta según el
nivel de riesgo asignado por los GMA. El contacto con el médico
es superior frente al de la enfermería, y el tipo más frecuente es
presencial. La mayor utilización responde a factores predisponentes
(ser mujer y la edad) y, sobre todo, de necesidad clínica (alto
riesgo, multimorbilidad, polimedicación e inmovilidad).Background: Chronic patients suffer a greater number of
health problems and have greater needs for assistance and care. The
objective was to describe the use of health services in Primary Care
in patients with chronic conditions according to risk level by adjusted
morbidity groups (AMG) and analyze the associated factors.
Methods: Cross-sectional study. We included patients ≥18
years-old identified as chronic by the stratification tool according
to AMG in a basic health area in the Community of Madrid with
an assigned population of 18,107 inhabitants. Sociodemographic,
clinical-care and use of services variables were collected and were
classified according to the “behavioral” model in predisposing, need
or facilitators factors. Univariate, bivariate and multiple linear regression
adjusted with robust estimators was performed.
Results: 9,443 chronic patients (52.1% of the population in
the selected zone) were identified, mean age of 57.8 (SD=18.7);
62.1% women. According to their risk level 4.7% were high risk,
18.7% medium risk and 76.6% low risk. The mean number of contacts
per year was 14.1 (SD=15.2); 34.4 (SD=27.9) in high risk;
21.8 (SD=17.2) in medium risk and 10.1 (SD=10.2) in low risk. 7.5
(SD=7.1) contacts were with the doctor and 12.9 (SD=12.9) were face-
to-face. The factors associated with higher use of services were
high risk (Coefficient B[CB]=12.6; IC95%=11-14.2), immobilization
(CB=8.8; IC95%=7.3-10.4), polypharmacy (CB=6; IC95%=5-
8.6), female sex (CB=1; IC95%=0.4-1.5), number of chronic diseases
(CB=1; IC95%=0.8-1.2) and age (CB=0.03; IC95%=0.01-0.05).
Conclusions: The health services utilization in Primary Care
in chronic patients is high and increased according with the risk level
by AMG. The contact with the doctor is superior to nurse and the
most frequent type is face-to-face. The greater utilization of services
responds to predisposing factors (female sex and age) and above
all to need factors (high risk, immobility, multimorbidity and polypharmacy)