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. 2016 Jan 28;16:33. doi: 10.1186/s12913-016-1273-1

Hospice care in the Netherlands: who applies and who is admitted to inpatient care?

Emily West 1,, H Roeline Pasman 1, Cilia Galesloot 2, Martine Elizabeth Lokker 2, Bregje Onwuteaka-Philipsen 1; On behalf of EURO IMPACT
PMCID: PMC4730778  PMID: 26821859

Abstract

Background

Ten percent of non-sudden deaths in the Netherlands occur in inpatient hospice facilities. To investigate differences between patients who are admitted to inpatient hospice care or not following application, how diagnoses compare to the national population, characteristics of application, and associations with being admitted to inpatient hospice care or not.

Methods

Data from a database representing over 25 % of inpatient hospice facilities in the Netherlands were analysed. The study period spanned the years 2007–2012. Multivariate regression analyses were performed to study associations between demographic and application characteristics, and admittance.

Results

Ten thousand two hundred fifty-four patients were included. 84.1 % of patients applying for inpatient hospice care had cancer compared to 37.0 % of deaths nationally. 52.4 % of applicants resided in hospital at the time of admission. Most frequent reasons for application were the wish to die in an inpatient hospice facility (70.5 %), needing intensive care or support (52.2 %), relieving caregivers (41.4 %) and needing pain/symptom control (39.9 %). Living alone (OR 1.68, 95 % CI 1.46–1.94), having cancer (OR 1.40, 95 % CI 1.11–1.76), relieving caregivers (OR 1.18, 95 % CI 1.01–1.38), needing pain/symptom control (OR1.72, 95 % CI 1.46–2.03) wanting inpatient hospice care until death (vs respite care) (OR 3.59, 95 % CI 2.11–6.10), wanting to be admitted as soon as possible (OR 1.64, 95 % CI 1.42–1.88), and being referred by a primary care professional (OR 1.36, 95 % CI 1.17–1.59) were positively associated with being admitted. Wishing to die in an inpatient hospice facility was negatively associated with being admitted (OR 0.85, 95 % CI 0.72–1.00).

Conclusions

This study suggests that when applying for inpatient hospice care, patients who seem most urgently in need of inpatient hospice care are more frequently admitted. However, non-cancer patients seem to be an under-represented population. Staff should consider application based on need for palliation, irrespective of diagnosis.

Keywords: Inpatient hospice care, Cancer, End of life, Palliative care, Nurses, Nursing

Background

End of life care exists in many forms in healthcare systems, from services fully integrated into acute healthcare settings to standalone units and peripatetic visiting teams. Hospice as a model of end-of-life care can take a number of different forms according to organisational strategies and the needs of patients. Inpatient hospice facilities in the Netherlands are organised into three main types, providing different types of caregiver support and integration with other models of care. The 2013 European Atlas of Palliative Care recorded 212 inpatient hospice facilities in the Netherlands, of which 55 were standalone hospice facilities, and 157 were palliative care units (PCUs) embedded in tertiary and non-tertiary care facilities, generally nursing homes [1]. Standalone hospice facilities are further divided into two types – inpatient ‘hospices’, which are staffed by nurses and physicians who are part of the institution and bijna-thuis-huizen (almost-home-homes) that have visiting nurses and physicians but the majority of care carried out by volunteers and families [2].

Currently 10 % of all non-sudden deaths in the Netherlands occur in inpatient hospice facilities [3]. The number of inpatient hospice facilities is growing rapidly; from 86 inpatient hospice facilities that were recorded in the 2007 edition of the EAPC European Atlas of Palliative care [4], to 212 in the 2013 edition [1]. Hospice as an institution was originally developed for cancer patients [5] and use of inpatient hospice facilities today still reflects this bias. European data have shown an imbalance in inpatient hospice use for certain groups when compared with the national average, with cancer patients consistently being found to be more likely to receive specialist palliative care (including in inpatient hospice facilities) than other groups such as patients with lung disease or heart failure [6]. Demographic differences have also been found to have an influence, with the oldest-old being less likely to receive specialist care at the end of life [7]. This unequal distribution of the use of inpatient hospice facilities may be related to different levels of need, but may also represent unequal levels of access [8].

This paper aims to investigate the differences between the populations who are admitted to inpatient hospice facilities or not following application, and how the spread of diagnoses compares to the national population at the end of life in terms of the characteristics of people who apply for care in inpatient hospice facilities. We will also investigate the characteristics of application in terms of what type of inpatient hospice facility is being applied for, where the patient is admitted from, the reason for application, the length of desired care, how urgent admission is, the person who referred to inpatient hospice care, when care in a hospice is sought and which patient and application characteristics are associated with being admitted to inpatient hospice facilities or not.

Methods

This study utilised a Dutch database of patients applying for inpatient hospice care between 2007 and 2012 registered for the Netherlands hospice – database managed by the comprehensive cancer center of the Netherlands (IKNL). Data were gathered from 64 institutions that provide inpatient hospice care. Not all institutions provided data for all years, but provided data for one or more years of this timespan. Given the 212 inpatient hospice facilities in the Netherlands in 2013 [1], this means that around a quarter of all inpatient hospice facilities are involved in providing data.

The original database contained 10,502 cases. 248 records were removed, of which the majority were duplicate records. In addition, if a patient was recorded as having more than one admission, only the data from the final admission were used for analysis and other visits were removed from the database – this was the case for 21 patients, with number of visits varying between two and nine. In total 10,254 cases were included for analysis.

Ethics

In accordance with Dutch law, this study was exempt from seeking approval from an ethical review board as there were no imposing actions or interventions involved. Data were de-identified, so that individual patients could not be recognised.

Instrument

Applications to inpatient hospice care in the Netherlands are not centrally regulated or coordinated, and are made directly to individual hospices. Any person, including the patient and their informal caregivers, can make an application for inpatient hospice care. According to insurance regulations, inpatient hospice care is for patients in the final 3 months of life [9]. Healthcare professionals in participating institutions registered data using standardised electronic forms. The standardised form recorded demographic and application characteristics of patients before admittance, and characteristics of care received if the patient was admitted to inpatient hospice care.

Demographic variables included for analysis were age, gender, whether the patient lived alone or not and their primary diagnosis. Application variables were the type of inpatient hospice facility applied to, where the patient resided at the time of application, the stated reason for application, whether the patient wanted care until death or respite care, the desired timing for admission and who referred the patient to inpatient hospice care.

Analysis

The study population was dichotomised into those who were admitted to inpatient hospice care, and those who applied but were not admitted. Differences between the two groups for demographic and application characteristics were assessed using chi-square testing.

To compare the spread of diagnoses for patients applying for inpatient hospice care with the main diagnosis of all people in the Netherlands who died non-suddenly, data on cause of death from a national death certificate study were used [10]. Non-sudden deaths were classified as all deaths that were not the result of an accident or sudden acute medical condition such as a stroke or cardiovascular accident.

To study the association between demographic and application characteristics and admittance to inpatient hospice care, we performed uni- and multivariate logistic regression analyses with being admitted to a hospice or not as dependent variable and demographic and application characteristics as independent variables. Analyses were firstly performed univariately, and independent variables that were significant were then entered backwards stepwise in multivariate analyses.

Results

Demographic patient characteristics

Neither age nor sex differed significantly between those admitted and not admitted to inpatient hospice facilities, with most patients in each group aged between 61 and 80 years, with a slightly larger female than male population. Patients who were admitted to inpatient hospice facilities were statistically significant more often lived alone than patients who were not admitted (53.4 and 51.2 %). Though the highest proportion in either group were cancer patients, (84.1 % of admitted patients and 80.6 % of not-admitted patients), the difference between the two groups was statistically significant (Table 1).

Table 1.

Demographic Characteristics of Hospice Applicants

All applicants (n = 10254) Admitted to inpatient hospice facility (n = 7966) Not admitted to inpatient hospice facility (n = 2288) P value
Age n % n % n %
 19–40 74 0.8 52 0.7 22 1.0
 41–60 1182 12.3 930 12.4 252 12.0
 61–80 4665 48.6 3678 49.0 987 47.0
 81+ 3682 38.3 2845 37.9 837 39.9 .118
Sex
 Male 4791 46.7 3749 47.1 1042 45.6 .205
Religion
 Roman Catholic 3643 35.5 3504 44.0 139 6.1
 Protestant 1218 11.9 1163 14.6 55 2.4
 Muslim 36 0.4 31 0.4 5 0.2
 None 1216 11.9 1181 14.8 35 1.5
 Other 66 0.6 65 0.8 1 0.0
 Unknown to the hospice 4075 39.7 2053 25.8 2022 88.7 .004
Living situation
 Alone 4257 53.1 3735 53.4 522 51.2
 With Partner 2803 35.0 2430 34.7 373 36.6
 In Institution 509 6.3 428 6.1 81 7.9
 With Children 435 5.4 393 5.6 42 4.1
 Other 15 0.2 14 0.2 1 0.1 .032
Primary Diagnosis
 Cancer 8345 83.3 6617 84.1 1728 80.6
 Heart Disease 659 6.6 503 6.4 156 7.3
 Pulmonary Disease 217 2.2 159 2.0 58 2.7
 Neurological Disease (inc. CVA) 330 3.3 239 3.0 91 4.2
 Other 466 4.7 354 4.5 112 5.2 <.001

Missing Values: Total n (Admitted, Not Admitted) Age 651 (461, 190), Living Situation 2235 (966, 1269), Primary Diagnosis 237 (94, 143)

Comparison of diagnosis for inpatient hospice population and national population

The main diagnosis of those applying for inpatient hospice care differed greatly from the spread of causes of non-sudden deaths found nationally. In the studied inpatient hospice group, cancer formed by far the largest population at 84 %, whereas nationally this accounted for 37 % of deaths. The incidence of pulmonary disease as a cause of non-sudden death nationally is five times higher than in the inpatient hospice population, at 10 % against 2 %, and both heart and neurological diseases show an incidence rate that is more than three times higher in the national population than the inpatient hospice population (Fig. 1).

Fig. 1.

Fig. 1

Main diagnosis of those applying for inpatient hospice facility and national figure of cause of death of all people who died unexpectedly and non-suddenly (van der Heide, [10])

Application characteristics

About half of all applicants (52.4 %) were staying in hospital at the time of admission. The most frequent reason for application was the wish to die in a hospice (70.5 %), followed by needing intensive care or support (52.2 %), relieving the caregivers (41.4 %) and needing pain and symptom control (39.9 %). Intensive care and support includes medical, psychological, spiritual and psychosocial aspects of care. About 9 out of 10 applicants wanted to stay in a hospice until death (versus respite care) (96.2 %), and about half of all applicants wanted this care as soon as possible (52.5 %). A statement of a wish to die in a hospice was recorded as a motivation for applying to an inpatient hospice facility, whilst wanting hospice care until death (versus respite care) was recorded as the intended time span of care (Table 2).

Table 2.

Application Characteristics for inpatient hospice facility

All applicants (n = 10254) Admitted to inpatient hospice facility (n = 7966) Not admitted to inpatient hospice facility (n = 2288) P value
Type of institution n % n % n %
 Standalone hospice facility 3512 34.3 2685 33.7 827 36.1
 PCU in/with Nursing Home 3322 32.4 2514 31.6 808 35.3
 Bijna Thuis Huis 3420 33.4 2767 34.7 653 28.6 <.001
Patient applied from
 Hospital 5210 52.4 4077 51.2 1133 57.4
 Home 3948 39.7 3237 40.6 711 36.0
 Nursing Home 296 3.0 252 3.2 44 2.2
 Care Home 287 2.9 231 2.9 56 2.8
 Inpatient hospice 56 0.6 47 0.6 9 0.5
 Other 142 1.5 121 1.5 21 1.1 <.001
Reason for applicationa
 Wish to die in a hospice 6948 70.5 5571 70.0 1377 72.9 .111
 Intensive care/support 5144 52.2 4331 54.4 813 43.1 <.001
 Relief for caregivers 4081 41.4 3443 43.2 638 33.8 <.001
 Pain and symptom control 3933 39.9 3413 42.9 520 27.5 <.001
Time span of intended care
 Until death 9534 96.2 7616 95.6 1918 98.5
 Respite 379 3.8 350 4.4 29 1.5 <.001
Desired timing
 ASAP 5379 52.5 4413 55.4 966 42.2
 Within 1 month 4210 41.1 3352 44.6 658 28.8
 Just-in-case 665 6.5 1 0 664 29.0 <.001
Who referred
 GP 3021 29.5 2577 32.3 444 19.4
 Nurse (hospital) 3872 37.8 3034 38.1 838 36.6
 Patient or Family 1104 10.8 762 9.6 342 15.0
 Nursing home staff 947 9.2 805 10.1 142 6.2
 District nurse 466 4.5 419 5.3 47 2.1
 Care mediation service 154 1.5 151 1.9 3 0.1
 Other 690 6.7 218 2.7 472 20.6 <.001

Missing Values: Total n (Admitted, Not Admitted) Admitted From 315 (1, 314), Reason for Application 404 (4, 400), Timespan of Intended Care 341 (0, 341)

aMore than one answer possible

There were widespread differences between those who were admitted and those not admitted when looking at application characteristics. A higher percentage of patients who were not admitted were already residing in hospital (57.4 % against 51.2 %). While there was no difference between the two groups in wishing to die in a hospice as reason for application, all three other reasons occurred most often in the group that was admitted to inpatient hospice facilities. Over four-times as many patients admitted for respite were admitted into inpatient hospice facilities than not (4.4 % against 1.5 %). In the group admitted to inpatient hospice facilities, the percentage of patients wanting to be admitted as-soon-as-possible was higher than in the group that was not admitted (55.4 % versus 42.2 %). Finally, there were differences between the two groups in terms of who had referred the patient to inpatient hospice facilities. The percentage of referrals by GPs was larger in the admitted group than in the not admitted group (32.3 % versus 19.4 %) and similarly, the percentage of referrals by patient or family were smaller amongst those admitted (9.6 % versus 15.0 %) (Table 2).

Associations affecting admittance

In the multivariate regression analyses two demographic characteristics were positively associated with being admitted to inpatient hospice facilities: living alone (OR 1.68, 95 % CI 1.46–1.94) and having cancer (OR 1.40, 95 % CI 1.11–1.76). Apart from where the patient would be admitted from and needing intensive support as reason for application, all studied application characteristics remained significant in the analysis. Of different organisational models, PCUs embedded in nursing homes more often admitted patients to care than inpatient hospice facilities (OR 1.93, 95 % CI 1.60–2.32). Of the reasons for application, wishing to die in a hospice was negatively associated with being admitted to inpatient hospice facilities (OR 0.85, 95 % CI 0.72–1.00), though this is not statistically significant. Relieving caregivers (OR 1.18, 95 % CI 1.01–1.38) and needing pain and symptom control (OR 1.72, 95 % CI 1.46–2.03) were positively associated with being admitted to inpatient hospice facilities. Finally, wanting care until death (versus respite care) (OR 3.59, 95 % CI 2.11–6.10), wanting to be admitted as soon as possible (OR 1.64, 95 % CI 1.42–1.88), and being referred by a professional working in primary care (OR 1.36, 95 % CI 1.17–1.59) were positively associated with being admitted to inpatient hospice facilities (Table 3).

Table 3.

Demographic and application characteristics associated with being admitted for care in inpatient hospice facility

Univariatea Multivariatea
OR 95 % CI OR 95 % CI
Demographic Characteristics
 Age:
  < 60 years 1.05 0.90–1.23
 61–68 years 1.10 0.98–1.21
 81+ years 1.00
Male (vs female) 1.06 0.97–1.17
Living alone (vs not) 1.73 1.54–1.95 1.68 1.46–1.94
Main diagnosis:
-Cancer 1.33 1.13–1.56 1.40 1.11–1.76
-Heart failure 1.15 0.90–1.47 1.27 0.89–1.80
-Lung disease 0.95 0.68–1.33 0.84 0.53–1.34
-Other 1.00 1.00
Application Characteristics
Type of inpatient hospice facility:
-Standalone hospice facility 1.00 1.00
-‘bijna-thuis-huis’ 0.96 0.86–1.07 1.21 1.03–1.43
-PCU in nursing home 1.31 1.16–1.47 1.93 1.60–2.32
Applied from: b
-Hospital 1.00
-Home 1.27 1.14–1.41
-Other 1.39 1.14–1.70
Reasons for application
-Wish to die in a hospice (vs not) 0.87 0.77–0.97 0.85 0.72–1.00
-Intensive care/support (vs not) 1.58 1.43–1.75 b
-Relief for caregivers (vs not) 1.49 1.34–1.66 1.18 1.01–1.38
-Pain/symptom control (vs not) 1.97 1.77–2.20 1.72 1.46–2.03
Wanting care until death (vs respite) 3.04 2.07–4.45 3.59 2.11–6.10
Desired timing admission ASAP (vs rest) 1.70 1.55–1.87 1.64 1.42–1.88
Applicant from primary care (vs rest) 1.69 1.51–1.90 1.36 1.17–1.59

aunivariate and backwards multivariate logistic regression; reference group not being admitted to a hospice

bwere entered but in the multivariate logistic regression, but did not remain in the analysis until the final step

Reason for non-admittance to a hospice

The majority of patients who were not admitted after application were not admitted because they had died in between application and the opportunity for admittance (53 %). A further 7 % were too ill to transfer to another care setting, and 11 % stated that the care was no longer wanted or needed. In total, 26 % of patients were transferred to another care setting – be that another inpatient hospice facility, a nursing home, a care home or a hospital. Of these transfers, admission to another inpatient hospice facility was the most common at 21 % (Fig. 2).

Fig. 2.

Fig. 2

Reason for non-admittance to inpatient hospice facility

Discussion

Summary

The data show that certain demographic characteristics differed significantly between patients who were admitted and who were not following application. Primary diagnosis as a characteristic differed between the population who applied for inpatient hospice care and the national records of non-sudden deaths, with more cancer patients applying for inpatient hospice care. Logistic regression showed that patients with a cancer diagnosis were more likely to be admitted to inpatient hospice care.

Application characteristics showed several significant differences between those who were admitted and not. Notably, in regards to where a patient resided at the time of admission, patients were admitted from home rather than hospital. This was reflected in who made the application, with an applicant from a primary care setting being positively associated with the patient being admitted to inpatient hospice facilities. The reason for application was also significant, with a need for pain and symptom control being strongly associated with a patient’s admittance to inpatient hospice care. Timing of care - both in terms of whether patients were seeking care until death or for respite, and how soon they wanted inpatient hospice care to commence – differed significantly between patients who were admitted and not, with admitted patients requesting more urgent care and care until death. The reason recorded for patients not being admitted was primarily because they had died between application and opportunity for admittance.

Strengths and limitations

The study population was gathered from a database representing over 25 % of inpatient hospice facilities operating in the Netherlands. A large number of deaths were included in the study, giving the results statistical power. As data are a record of admission and stay characteristics and was recorded in a standardised manner, this forms a reliable set of data, as the information gathered is part of the patient’s usual process of care.

An inherent limitation of the study is that this data only cover the professional perspective of care – thus allowing us to identify which patients enter inpatient hospice facilities and why patients might not be admitted, but it does not provide any information on admittance and non-admittance from the patient perspective and the ramifications of these decisions on an experiential level.

Applications

Hospice care was originally developed to care for the dying cancer population [5] and this is still reflected today. Results showed that a much higher proportion of patients who applied to inpatient hospice services had a primary diagnosis of cancer, when compared to the cause of death for all non-sudden deaths nationwide. This reflects what has been shown in previous international literature – a 2014 paper by Klinger et al. [11] found that ~90 % of patients who died in a hospice in Canada, England and Germany had a cancer diagnosis. Our study shows that, although cancer patients have a somewhat higher chance to be admitted than other patients after applying to inpatient hospice facilities, the main reason for the high percentage of cancer patients in inpatient hospice facilities lies in there being more applications for cancer patients than for other patients. The question is whether this is due to cancer patients more frequently needing inpatient hospice care. One argument against this is that previous studies have reported on the symptom burden experienced by patients with a number of non-malignant diagnoses, and have found that symptoms that may have benefitted from specialist palliative care (pain, breathlessness, social and psychological needs) were common across different patient groups [12, 13]. Ostgathe et al. found that non-cancer patients experience more symptoms than cancer patients [14].

This suggests that the lack of utilization of specialist services by such patients is not due to a lack of need for services that provide holistic relief and concentration on quality of life. Field [15] identified the differences in disease trajectories and defining patients as being “in the terminal stage” as key factors that affect patients with non-malignant conditions access to specialist palliative care. While our results may suggest that non-cancer patients represent an under-represented group, it remains unclear which part of the difference in application for inpatient hospice care in cancer and non-cancer patients is due to under serving, and which part is due to different needs and further literature is needed to address this. The under-representation of non-cancer patients could also be a result of most people assuming that inpatient hospice facilities are primarily for patients with terminal cancer. Earlier it was found in the US that physicians were not good in identifying appropriate candidate diagnosis for inpatient hospice referral [8]. It is also possible that non-cancer patients are under-represented in inpatient hospice facilities as they are more often cared for in nursing homes until death, and are unlikely to transfer to inpatient hospice facilities before death.

Admittances

Results showed that those admitted to inpatient hospice facilities had more often stated needs for intensive care and support, relief for caregivers and pain and symptom control than applicants that were not admitted. This is concurrent with the WHO definition of palliative care as focusing on “treatment of pain and other problems, physical, psychosocial and spiritual” [16]. Looking at the application characteristics that increase the chance of being admitted, it seems that certain characteristics might be related to a higher need for inpatient hospice care: patients living alone, needing pain relief and wanting care as soon as possible and until death.

Little over half of the admittances followed a hospital admission – this may be an indicator that earlier intervention, resulting in more care needs, then precludes returning home for patients. That patients who applied from hospital were somewhat less frequently admitted to a hospice is likely to be due to dying before admission. Finally, the result that the most frequent reason for not being admitted to inpatient hospice facilities is the death of the patient suggests that it may have been beneficial to consider applying for inpatient hospice care earlier on for at least part of this group.

Conclusions

This study suggests that when applying for inpatient hospice care, patients who seem most urgently in need of hospice care are more frequently admitted, yet our study has several implications for the process of admitting patients to a hospice. Firstly, our results suggest that non-cancer patients are an under-represented group, especially because they are less often referred to hospice care. Previous studies have highlighted palliative needs of non-cancer patients being similar or more. Staff should consider application for non-cancer patients based on need for symptom control and palliation, rather than basing a decision on diagnosis. Secondly, the most frequent reason for not being admitted to inpatient hospice facilities is the death of the patient, suggesting that this group might have benefitted from considering applying to an inpatient hospice facility earlier on – at least in part. Also in this situation considering application based on the need for symptom control and palliation rather than on diagnosis could help. Finally, hospices themselves should recognize stated needs for care, and standalone hospice facilities, PCUs and bijna-thuis-huizen could work together regionally so that places can be found for applicants even if this is not in the original institution of choice.

Acknowledgements

Emily West, Bregje Onwuteaka-Philipsen and HRW Pasman are part of EURO IMPACT - European Intersectorial and Multidisciplinary Palliative Care Research Training - which is funded by the European Union Seventh Framework Programme (FP7/2007–2013, under grant agreement n° [264697]). EURO IMPACT Collaborators: Van den Block Lieve a, Meeussen Koen a, Brearley Sarah e, Caraceni Augusto g, Cohen Joachim a, Costantini Massimo h, Francke Anneke L b, Harding Richard c,d, Higginson Irene J c,d, Kaasa Stein f, Linden Karen k, Miccinesi Guido i, Onwuteaka-Philipsen Bregje b, Pardon Koen a, Pasman Roeline b, Pautex Sophie j, Payne Sheila e, Deliens Luc a,b

EURO IMPACT, European Intersectorial and Multidisciplinary Palliative Care Research Training, is funded by the European Union Seventh Framework Programme (FP7/2007–2013, under grant agreement n° [264697]). EURO IMPACT aims to develop a multidisciplinary, multi-professional and inter-sectorial educational and research training framework for palliative care research in Europe. EURO IMPACT is coordinated by Prof Luc Deliens and Prof Lieve Van den Block of the End-of-Life Care Research Group, Ghent University & Vrije Universiteit Brussel, Brussels, Belgium a. Other partners are: VU University Medical Center, EMGO Institute for health and care research, Amsterdam, the Netherlands b; King’s College London, Cicely Saunders Institute, London c, Cicely Saunders International, London d, and International Observatory on End-of-Life Care, Lancaster University, Lancaster, United Kingdom e; Norwegian University of Science and Technologyf, and EAPC Research Network g, Trondheim, Norway; Regional Palliative Care Network, IRCCS AOU San Martino-IST, Genoa h, and Cancer Research and Prevention Institute, Florence, Italy i; EUGMS European Union Geriatric Medicine Society, Geneva, Switzerland j; Springer Science and Business Media, Houten, the Netherlands k.

Footnotes

Competing interest

The authors declare that they have no competing interests.

Authors’ contributions

EW wrote the manuscript and performed statistical analyses. HRP and BOP contributed to analysis and methodological design. CG and MEL collected the data. All authors read versions of the manuscript and approved the final version.

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