Skip to main content

Burden experienced by community health volunteers in Taiwan: a survey

Abstract

Background

Volunteers in Taiwan complement the delivery of health services by paid health professionals. However, in doing so, community health volunteers experience burdens associated with their activities. The reasons for these burdens and degree to which they are experienced are explored in this paper. Our study adds to international research regarding the burden experienced by volunteers. This project is the first to assess how community health volunteers in Taiwan experience burden.

Methods

The 20 item Burden on Community Health Volunteer (BCHV) instrument, specifically designed for this project, was administered to 435 volunteers attached to Community Health Promotion Development Centres in northern Taiwan.

Results

The overall burden experienced by volunteers is relatively low. However, a multivariate adjusted regression analysis revealed significant differences in volunteer burden depending on the number of people each volunteer served on average per week, as well as the volunteer’s marital status and their perceptions about personal health. Volunteers who served many people and who perceived their own health as poor experienced a higher level of burden. Those who were a widow or a widower felt less burdened than others.

Conclusions

The results of the study identify areas where burden is high and where strategies can be developed to reduce the level of burden experienced by community health volunteers in Taiwan. Community health volunteers in Taiwan complement the role of nurses and other health care providers so their retention is important to ongoing service delivery.

Peer Review reports

Background

Community health volunteers (CHVs) in Taiwan assist with the delivery of health promotion and monitoring activities across the community, contributing significantly to the health workforce and service delivery. As unpaid workers, their role is extremely important to the ongoing delivery of community care to a rapidly aging population in Taiwan [1, 2]. Volunteers are also used effectively to supplement the health workforce in many other countries [36] and, given the current constraints on health service delivery in many developed countries, offer a potential solution to health staff shortages. Currently, however, little is known about the burden experienced by these volunteers while carrying out their role, especially those undertaking this role in Taiwan. This paper presents the results of a study that measured the burden experienced by a sample of CHVs in northern Taiwan.

In Taiwan, approximately 300 Community Health Promotion Development Centres (CHPDCs) in cities and communities contribute to the healthy community-development programme funded by the national Department of Health [7]. The volunteers of each CHPDC are educated to assist residents by delivering health promotion and health monitoring activities. The CHVs are important to the delivery of health services because they help to diffuse health promotion in their local community and complement the paid workforce in the area of health monitoring [710]. In particular, their role includes working with people with a disability, the elderly, and women and children. Community health volunteers are also expected to visit families for the purpose of monitoring health. For example, they provide blood pressure measurement for older community residents, and conduct health behaviour change programs such as cessation of smoking and betel nut chewing [7].

To become a CHV, a person must be nominated by the leader of a local community association and attend a volunteer training course. After completing the course, volunteer duties are determined by the leader of the centre. The CHVs, like other community health workers, are expected to maintain and promote the health of the community [11]. In Taiwan there are three levels of CHVs. The ‘fundamental’ volunteers are the newest volunteers, those who have just begun in the role. ‘Cadre’ level volunteers are more experienced and capable. ‘Leaders’ are the most experienced volunteers; all volunteers undertake health promotion activities in the community while the ‘leaders’ also oversee the work of other volunteers. Volunteer services are overseen by the head of the CHPDC (known as the Chief). All ‘Chiefs’ are volunteers for the program. Some are also chiefs of a neighbourhood or a village. Chiefs are in charge of the community health promotion development program, they work with other volunteers and leaders in the community, organise volunteer teams, and plan how to use the minimal funding received from the Government or community for health promotion activities.

Burden, an accepted component of burnout, can be avoided or ameliorated if detected early. Most research on volunteer burden to date has focused on the burden experienced by family care givers in the community, especially of the elderly with dementia. It has been suggested that non-family volunteers are affected by the same type of negative impacts, or burdens, as for example, those experienced by family carer givers [1214]. However, previous research on burden experienced by community health volunteers in countries other than Taiwan identified the following: work related to the physical and emotional nature of the role, the time taken to undertake the activity, insufficient emotional support from family, other volunteers, community health nurses and residents, lack of instrumental support, poor communication skills, lack of cooperation and lack of confidence [1517].

Study objective

The objective of this study was to examine the burden experienced by community health volunteers in Taiwan.

Methods

Study design

A cross-sectional survey was undertaken in 2010.

Study locations, sampling procedure and recruitment of participants

The sample sites in New Taipei City, Taoyuan County and Hsinchu County, all located in northern Taiwan, were chosen because of their availability. There were 52 CHPDCs in the three municipalities at the time of the study. Of a total of 29 CHPDCs in New Taipei City, 14 in Taoyuan County, and 9 in Hsinchu County, 12, 12, and 3 respectively agreed to participate in the study. Of the participating CHPDCs, 14 were community, 11 were hospital and 2 were public health centre based (see Figure 1). The first author (Y-M.G) distributed the surveys through the head of the participating CHPDC and returned to collect completed surveys on a number of occasions.

Figure 1
figure 1

Sampling of Community Health Promotion Development Centres (CHPDCs). aCB = Community Base; bHB = Hospital Base; cPHCB = Public Health Centre Base.

The number of volunteers in each CHPDC varied between 20 and 50. The inclusion criteria were: (a) aged 20 years or older (the legal age of consent in Taiwan is 20); (b) volunteered for at least 3 months in the community health field in any type of CHPDC; and, (c) were involved in the delivery of health promotion activities to residents in the community. The number of total possible participants was 450. Fifteen responses were eliminated because of age limitations (n = 7) or due to surveys without a contact phone number that prevented the researcher from following up incomplete item responses (n = 8). Therefore, the final sample consisted of 435 volunteers (response rate = 97%) between the ages of 20 and 88; 229 (52.6%) from community based CHPDCs, 49 (11.3%) from public health CHPDCs, and 157 (36.1%) from hospital based CHPDCs. Figure 1 outlines the sampling of CHPDCs.

Measures

The authors developed the Burden on Community Health Volunteers (BCHV) tool for the purpose of the study. The BCHV is a 20 item scale that uses a 5-point scale from never (1) = never occurred at any time, seldom (2) = occurred once a month, sometimes (3) = occurred once a week, often (4) = occurred twice a week, to always/nearly always (5) = occurred almost every time. A summative score of the 20 items was used; this results in a possible score for participants ranging from 20 to 100. The higher the score, the greater the volunteer’s perception of burden. The survey also included widely used demographic questions relating to factors associated with variations in personal conditions and volunteer experiences (see Tables 1 and 2).

Table 1 The demographic characteristic and information relating to the community health volunteer position of the survey participants (N = 435)
Table 2 The burden characteristics of the survey participants (N = 435) measured by the BCHV tool*

The BCHV was tested for reliability and validity with CHVs in Taiwan. The internal consistency of the instrument satisfied the minimum recommended level of reliability for Cronbach’s coefficient alpha (0.823) with Cronbach’s alphas for test and re-test of 0.82 and 0.77 respectively (Gau, Buettner, Usher & Stewart, 2012). The content validity index (CVI) was 0.86.

Ethical issues

Ethical approvals to conduct the study were sought and received from the University Human Research Ethics Committee (HREC) and the committee of the Institutional Review Board (IRB) of Chang Gung Medical Foundation in Taiwan. All participants in the study were voluntary.

Statistical analysis

All data were entered into the Statistical Package for the Social Sciences [SPSS] (IBM SPSS version 18, Chicago, Illinois) for Windows. Descriptive statistics such as percentages, mean values, standard deviations and median values were calculated to describe the sample. This was followed by inferential statistics using Chi-square tests, and analysis of variance or the non-parametric Kruskal-Wallis test to determine whether the burden differed between the three groups of volunteers. Multivariate linear regression analysis was used to determine factors associated with the overall sum of the burden as the dependent variable.

Results

Study population

Demographic characteristics of the 435 participants who completed the study are described in Table 1. Most volunteers were female (84.3%), with a mean age of 59.1 ± 10.8 years, 39.8% had senior high school education or higher, 61.7% reported feeling “well” or “very well” considering their current health compared with people of a similar age, and 94.3% reported having “sufficient” or “enough” current economic resources.

The percentage of participants serving in the city and in village regions was almost the same (49% and 51%), and the median number of years working as a CHV was 4 years (Inter-quartile range [IQR] = 2.0, 6.3). The median number of hours per week spent volunteering was 6.0 (IQR = 4.0, 8.0), and the median number of people serviced per week was 30 (IQR = 16, 60).

Burden experienced by surveyed community health volunteers

As shown in Table 2, the mean score for the work burden of the CHVs was 45.6 (Standard deviation [SD] ±11.5). The overall mean score per question was 2.28 (SD ±0.58), which indicated that the majority of participants experienced burden from ‘seldom to sometimes’. The top four burdens experienced were: item 1; “I feel the low participation by the community residents in planned healthcare activities impacts on my role” (mean 3.01; SD ±0.98); item 6; “I feel the lack of volunteers makes my role more difficult” (mean 2.86; SD ±1.18); item 4; “I feel the presence of fraudulent groups in Taiwan makes my role as a community health volunteer more difficult” (mean 2.71; SD ±1.20); and, item 9; “I feel the difficulty associated with completing the required paper work impacts on my role” (mean 2.62; SD ±1.15).

To explore significant independent factors associated with burden, a standard multiple linear regression analysis, adjusted for potential confounding variables, was performed (see Table 3). The final regression model was based on 310 participants. Nine demographic characteristics were statistically significant factors (model: F (11, 298) = 11.803, p < 0.001) related to burden associated with the CHV role. Together these demographic variables predicted 30.3% (R2 = .303) of the variance in the sum of the CHV burden. In addition, the final regression model was adjusted for the confounding effects of age (confounded marital status and health status) and employment status (confounded health status and time spend as a CHV) (Kleinbaum et al., 1982).

Table 3 Factors influencing burden of volunteer work in Taiwan (n = 310)

Results of the linear regression analysis demonstrated that volunteers who served more than 60 people per week felt greater burden compared with people who served fewer people per week (β =10.030, p < 0.001). The sum of burden of participants who served 60 or more people per week was expected to be about 10.030 units higher then participants who served fewer people. Volunteers who served in a rural area felt on average less burdened than volunteers who served in an urban area (β = −8.084, p < 0.001) and volunteers who were a widow or widower felt less burdened than volunteers with another marital status (β = −4.056, p = 0.026). In addition, volunteers who perceived their own health as poor felt more burdened than those who perceived their health as good (β =3.449, p = 0.003). Moreover, the more hours a volunteer served per week, the higher the burden experienced. Volunteers who worked in a hospital based CHPDC experienced on average a higher level of burden than volunteers who worked in community or public health centre based CHPDCs (β =3.514, p = 0.009). The influence of the type of volunteer position on the sum of burden was not statistically significant in multivariate analysis: cadre (p = 0.814), leader (p = 0.378) and chief (p = 0.753) [compared to fundamental volunteers].

Discussion

The study examined the relationships between a series of demographic variables and the role-related burden experienced by CHVs in Taiwan. CHVs complement the health workforce, and particularly assist paid community health workers. Understanding their level of role-related burden and finding ways to overcome it so that they continue volunteering in the future is critical as attrition from the volunteer role is high. The level of burden identified in the study was relatively low, which may be related to the rewarding social interactions associated with the role, the feelings of being useful to others, and the approval of volunteer work by society [1820]. It is also possible that the volunteers with a higher level of burden than those who participated in the study had already left the service. In addition, those who participated in the study might not have felt as burdened by their role as those who did not participate, leading to an underestimation of burden. The results, however, indicate that those who are female, middle-aged, married and with a high school level education dominate the sample. This is consistent with other similar studies of volunteers [6, 21, 22] that found volunteers tended to be predominantly female, aged between 50 and 69 years, with a high school level education, and married. Other studies have found that ability to undertake volunteer activities depends upon the number and age of children, parents’ ages, marital status, employment status, and the nature of the volunteer work [2325]. Furthermore, according to statistics from the Taiwan Ministry of Interior [6], the percentage of volunteers over the age of 65 years has risen from 8.81% in 2001 to 14.05% in 2010, indicating that healthy older persons in Taiwan are volunteering at higher rates than ever before.

Most prior research on CHVs has been undertaken using a qualitative approach and has therefore not attempted to measure the degree of difficulty that volunteers experience as they carry out their role. The results of this study reveal that CHVs in Taiwan experience a relatively low level of burden, similar to the results obtained by Murayama at el [26]. Volunteers give their time freely with the expectation of benefit to the local community [24, 27]. However, the low participation by the community residents in planned healthcare activities, the presence of fraudulent groups in Taiwan (people involved in criminal activity who try to gain entry to homes for fraudulent purposes) that cause community members to be suspicious of newcomers including community health volunteers, and misunderstanding by the community residents about the health service availability, resulted in burden for the volunteers. Burden was also experienced because of insufficient numbers of volunteers available to carry out the required activities and individual volunteers having large numbers of people to serve. Previous studies have reported similar results [15, 28, 29].

Interestingly, the study found that those who perceived their current health condition as good (97.8%) experienced less role-related burden. A study by Erlinghagen and Hank [30] found a strong relationship between health status and the rate of engagement in voluntary work, with much lower activity rates among those who perceived their current health status as ‘fair or worse’ (0. 6%) than those who reported ‘good or better’ health (12%). Wilson [24] claims that volunteering is not only able to improve one’s health, but also is able to preserve good health and keep healthy volunteers healthy.

The present research adds to the current knowledge base by enhancing understanding of burden experienced by volunteers from different facilities: community, hospital and public health centres. The burden experienced was statistically significant between groups, with hospital based volunteers experiencing higher levels of burden than the community or public health centre based CHVs, when adjusted for the confounding effects of age and employment status. One explanation for these differing levels of burden may be that volunteers at hospital based centres serve clients who seek medical support from broader regions around the hospital and may not be local residents. The clients may also have more serious health issues. Our findings also reveal that volunteers who served in a rural area experienced a lower level of burden than volunteers who served in an urban area. This finding is in direct contrast to the finding of Freeman at el. [31], who found that rural volunteers had high levels of attrition due to high levels of burden and difficulty in meeting continuing education requirements. The difference between the study contexts and different sampling techniques may account for the disparity. However, as large numbers of people live in urban areas, it could be argued that there is a greater demand for health promotion and monitoring activity in urban areas.

Most studies of community volunteers argue that when volunteers experience greater satisfaction and perceive more relative benefits from their role, they are likely to remain actively involved for longer periods of time [16, 32, 33]. Unfortunately, this study shows that the longer a person has volunteered overall the more s/he felt burdened. This result may indicate that more experienced volunteers are expected to take on more responsibility, manage more people, and oversee the work of other volunteers, which may increase their level of burden.

This study had several limitations in relation to methodological and sampling issues. First, the study sample was drawn only from community health services in the Northern regions of Taiwan. CHVs in other areas may have different results. In addition, the demographics section did not ask the volunteers about the number and ages of their children, and the age of their parents. Further, the design was cross-sectional rather than longitudinal, so it only offers a snapshot in time that does not allow causative conclusions to be drawn. In addition, because volunteers who had left the service were not interviewed, survivor bias could be present.

Conclusions

CHVs have an important role that adds significantly to the health workforce and provides many services that would otherwise be unavailable because of funding cutbacks. In this study, 435 participants completed the BCHV questionnaire. The overall mean of the volunteer burden was low on average. However, several items of the BCHV revealed areas of higher burden that need to be addressed in the future to prevent further attrition of community volunteers. The results of the multivariate adjusted regression analysis revealed significant differences in overall volunteer burden depending on the number of people served on average per week, marital status, and whether or not volunteers worked as health promotion volunteers. Volunteers who served many hours, and who perceived their own health as not good, felt more burdened than other volunteers.

Abbreviations

CHPDC:

Community Health Promotion Development Centre

CHVs:

Community Health Volunteers

CVI:

Content Validity Index

HREC:

Human Research Ethics Committee

IQR:

Inter-quartile Range

IRB:

Institutional Review Board

SD:

Standard Deviation.

References

  1. Chandra RK: Whole health: a prescription for the new millennium. Nutr Res. 2001, 21: 1-8. 10.1016/S0271-5317(00)00299-2.

    Article  CAS  Google Scholar 

  2. Fried LP, Freedman M, Endres TE, Wasik B: Building communities that promote successful aging. West J Med. 1997, 167: 216-219.

    CAS  PubMed  PubMed Central  Google Scholar 

  3. Cheung CK, Ma SK: How older residents benefit from the management of volunteer service. Adm Soc Work. 2010, 34: 241-258. 10.1080/03643107.2010.480929.

    Google Scholar 

  4. Lamb C: Outlook the future challenges for volunteers, major organisations and the international community. Refugee Survey Quarterly. 2006, 25: 173-178. 10.1093/rsq/hdi0187.

    Article  Google Scholar 

  5. Lewin S, Munabi-Babigumira S, Glenton C, Daniels K, Bosch-Capblanch X, van Wyk BE, Odgaard-Jensen J, Johansen M, Aja GN, Zwarenstein M, Scheel IB: Lay health workers in primary and community health care for maternal and child health and the management of infectious diseases. Cochrane Database Syst Rev. 2010, 3: 1-177.

    Google Scholar 

  6. The current services of the volunteers in Taiwan. http://vol.moi.gov.tw/vol/index.jsp,

  7. Bureau of Health Promotion DoH: Work manual for the construction of community health (Chinese). 2011, Taiwan: Bureau of Health Promotion, D.o.H., R. O. C

    Google Scholar 

  8. Chen CM, Yang SC: Sustainable strategies for healthy community center operations. Evidence of Nursing (Taiwan). 2006, 2: 250-258.

    Google Scholar 

  9. Couto RA: Promoting health at the grass roots. Health Aff. 1990, 9: 144-151. 10.1377/hlthaff.9.2.144.

    Article  CAS  Google Scholar 

  10. Huang CL, Wang HH: Community health development: what is it?. Int Nurs Rev. 2005, 52: 13-17. 10.1111/j.1466-7657.2004.00259.x.

    Article  PubMed  Google Scholar 

  11. Bureau of Health Promotion DoH: Taiwan Public Health Report. 2006, Taiwan, Taipei: Bureau of Health Promotion, Department of Health Bureau of Health Promotion DoH, R. O. C

    Google Scholar 

  12. Gaugler JE, Roth DL, Haley WE, Mittelman MS: Can counseling and support reduce burden and depressive symptoms in caregivers of people with Alzheimer's disease during the transition to institutionalization? Results from the New York University caregiver intervention study. J Am Geriatr Soc. 2008, 56: 421-428. 10.1111/j.1532-5415.2007.01593.x.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Papastavrou E, Kalokerinou A, Papacostas SS, Tsangari H, Sourtzi P: Caring for a relative with dementia: family caregiver burden. J Adv Nurs. 2007, 58: 446-457. 10.1111/j.1365-2648.2007.04250.x.

    Article  PubMed  Google Scholar 

  14. Whitlatch CJ, Zarit SH, von Eye A: Efficacy of interventions with caregivers: a reanalysis. Gerontologist. 1991, 31: 9-14. 10.1093/geront/31.1.9.

    Article  CAS  PubMed  Google Scholar 

  15. Akintola O: Defying all odds: coping with the challenges of volunteer caregiving for patients with AIDS in South Africa. J Adv Nurs. 2008, 63: 357-365. 10.1111/j.1365-2648.2008.04704.x.

    Article  PubMed  Google Scholar 

  16. Garland D, Myers D, Wolfer T: Protestant Christian volunteers in Community Social Service Programs: what motivates, challenges, and sustains their service. Adm Soc Work. 2009, 33: 23-39. 10.1080/03643100802508627.

    Google Scholar 

  17. Kang'ethe SM: Challenges impacting on the quality of care to persons living with HIV/AIDS and other terminal illnesses with reference to Kanye community home-based care programme. Sahara J-J Soc Asp H. 2009, 6: 24-32. 10.1080/17290376.2009.9724926.

    Article  Google Scholar 

  18. Akintola O: What motivates people to volunteer? The case of volunteer AIDS caregivers in faith-based organizations in KwaZulu-Natal, South Africa. Health Policy Plan. 2011, 26: 53-62. 10.1093/heapol/czq019.

    Article  PubMed  Google Scholar 

  19. Clary EG, Snyder M, Ridge RD, Copeland J, Stukas AA, Haugen J, Miene P: Understanding and assessing the motivations of volunteers: a functional approach. J Pers Soc Psychol. 1998, 74: 1516-1530.

    Article  CAS  PubMed  Google Scholar 

  20. O'Brien L, Townsend M, Ebden M: 'Doing something positive': volunteers' experiences of the well-being benefits derived from practical conservation activities in nature. Voluntas. 2010, 21: 525-545. 10.1007/s11266-010-9149-1.

    Article  Google Scholar 

  21. Cheng L: The effectiveness of health building project on changing volunteers’ health behaviors in the communities of Southern Taiwan. 2007, Kaohsiung: Kaohsiung Medical University

    Google Scholar 

  22. Lee C, Dobson AJ, Brown WJ, Bryson L, Byles J, Warner-Smith P, Young AF: Cohort profile: the Australian longitudinal study on women's health. Int J Epidemiol. 2005, 34: 1093-1098.

    Article  Google Scholar 

  23. Wardell F, Lishman J, Whalley LJ: Who volunteers?. Brit J Soc Work. 2000, 30: 227-248. 10.1093/bjsw/30.2.227.

    Article  Google Scholar 

  24. Wilson J: Volunteering. Annu Rev Sociol. 2000, 26: 215-240. 10.1146/annurev.soc.26.1.215.

    Article  Google Scholar 

  25. Wilson J, Musick MA: Attachment to volunteering. Sociological Forum. 1999, 14: 243-272. 10.1023/A:1021466712273.

    Article  Google Scholar 

  26. Murayama H, Taguchi A, Murashima S: Development of satisfaction and burden scales for community activities of health promotion volunteers. Nippon Koshu Eisei Zasshi. 2006, 53: 875-883.

    PubMed  Google Scholar 

  27. Thoits PA, Hewitt LN: Volunteer work and well-being. J Health Soc Behav. 2001, 42: 115-131. 10.2307/3090173.

    Article  CAS  PubMed  Google Scholar 

  28. Kironde S, Bajunirwe F: Lay workers in directly observed treatment (DOT) programmes for tuberculosis in high burden settings: Should they be paid? A review of behavioural perspectives. Afr Health Sci. 2002, 2: 73-78.

    PubMed  PubMed Central  Google Scholar 

  29. Shaibu S: Community home-based care in a rural village: challenges and strategies. J Transcult Nurs. 2006, 17: 89-94. 10.1177/1043659605281974.

    Article  PubMed  Google Scholar 

  30. Erlinghagen M, Hank K: The participation of older Europeans in volunteer work. Ageing and Soc. 2006, 26: 567-585. 10.1017/S0144686X06004818.

    Article  Google Scholar 

  31. Freeman VA, Slifkin RT, Patterson PD: Recruitment and retention in rural and urban EMS: results from a national survey of local EMS directors. J Public Health Manag Pract. 2009, 15: 246-252.

    Article  PubMed  Google Scholar 

  32. Cuthill M, Warburton J: A conceptual framework for volunteer management in local government. Urban Pol Res. 2005, 23: 109-122. 10.1080/0811114042000335269.

    Article  Google Scholar 

  33. Omoto AM, Snyder M: Sustained helping without obligation: motivation, longevity of service, and perceived attitude change among AIDS volunteers. J Pers Soc Psychol. 1995, 68: 671-686.

    Article  CAS  PubMed  Google Scholar 

Pre-publication history

Download references

Acknowledgements

The authors would like to thank Dr Liz Tynan who assisted with the final revision of the manuscript. In addition, the authors would like to recognise the contribution of the staff and volunteers at the Community Health Promotion Development Centres in north Taiwan. The study received financial assistance from James Cook University, Australia.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yueh-Mei Gau.

Additional information

Competing interests

The authors declare that they have no competing interests.

Authors’ contributions

YMG, KU, and LS developed the study design and managed the project. YMG collected all data. YMG, KU and PB conducted the data entry and analysis. All authors contributed to writing and reviewing the final paper.

Authors’ original submitted files for images

Below are the links to the authors’ original submitted files for images.

Authors’ original file for figure 1

Rights and permissions

This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Reprints and permissions

About this article

Cite this article

Gau, YM., Buettner, P., Usher, K. et al. Burden experienced by community health volunteers in Taiwan: a survey. BMC Public Health 13, 491 (2013). https://0-doi-org.brum.beds.ac.uk/10.1186/1471-2458-13-491

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://0-doi-org.brum.beds.ac.uk/10.1186/1471-2458-13-491

Keywords