scholarly journals Inaccuracies in Google’s Health-Based Knowledge Panels Perpetuate Widespread Misconceptions Involving Infectious Disease Transmission

Author(s):  
Andrew D. Haddow ◽  
Sarah C. Clarke

Google health-based Knowledge Panels were designed to provide users with high-quality basic medical information on a specific condition. However, any errors contained within Knowledge Panels could result in the widespread distribution of inaccurate health information. We explored the potential for inaccuracies to exist within Google’s health-based Knowledge Panels by focusing on a single well-studied pathogen, Ebola virus (EBOV). We then evaluated the accuracy of those transmission modes listed within the Google Ebola Knowledge Panel and investigated the pervasiveness of any misconceptions associated with inaccurate transmission modes among persons living in Africa. We found that the Google Ebola Knowledge Panel inaccurately listed insect bites or stings as modes of EBOV transmission. Our scoping review found 27 articles and reports that revealed that 9 of 11 countries where misconceptions regarding insect transmission of EBOV have been reported are locations of current (i.e., Democratic Republic of Congo and Guinea) or previous EBOV outbreaks. We found reports that up to 26.6% (155/582) of study respondents in Democratic Republic of Congo believed mosquito bite avoidance would prevent EBOV; in other locations of previous large-scale EBOV outbreaks (e.g., Guinea), up to 61.0% (304/498) of respondents believed insects were involved in EBOV transmission. Our findings highlight the potential for errors to exist within the health information contained in Google’s health-based Knowledge Panels. Such errors could perpetuate misconceptions or misinformation, leading to mistrust of health workers and aid agencies and in turn undermining public health education or outbreak response efforts.

2020 ◽  
Vol 18 (1) ◽  
Author(s):  
Amuda Baba ◽  
Tim Martineau ◽  
Sally Theobald ◽  
Paluku Sabuni ◽  
Marie Muziakukwa Nobabo ◽  
...  

Abstract Background Midwifery plays a vital role in the quality of care as well as rapid and sustained reductions in maternal and newborn mortality. Like most other sub-Saharan African countries, the Democratic Republic of Congo experiences shortages and inequitable distribution of health workers, particularly in rural areas and fragile settings. The aim of this study was to identify strategies that can help to attract, support and retain midwives in the fragile and rural Ituri province. Methods A qualitative participatory research design, through a workshop methodology, was used in this study. Participatory workshops were held in Bunia, Aru and Adja health districts in Ituri Province with provincial, district and facility managers, midwives and nurses, and non-governmental organisation, church medical coordination and nursing school representatives. In these workshops, data on the availability and distribution of midwives as well as their experiences in providing midwifery services were presented and discussed, followed by the development of strategies to attract, retain and support midwives. The workshops were digitally recorded, transcribed and thematically analysed using NVivo 12. Results The study revealed that participants acknowledged that most of the policies in relation to rural attraction and retention of health workers were not implemented, whilst a few have been partially put in place. Key strategies embedded in the realities of the rural fragile Ituri province were proposed, including organising midwifery training in nursing schools located in rural areas; recruiting students from rural areas; encouraging communities to use health services and thus generate more income; lobbying non-governmental organisations and churches to support the improvement of midwives’ living and working conditions; and integrating traditional birth attendants in health facilities. Contextual solutions were proposed to overcome challenges. Conclusion Midwives are key skilled birth attendants managing maternal and newborn healthcare in rural areas. Ensuring their availability through effective attraction and retention strategies is essential in fragile and rural settings. This participatory approach through a workshop methodology that engages different stakeholders and builds on available data, can promote learning health systems and develop pragmatic strategies for the attraction and retention of health workers in fragile remote and rural settings.


2020 ◽  
Vol 5 (8) ◽  
pp. 1251-1260
Author(s):  
Mannix Imani Masimango ◽  
Ernest Kiswaya Sumaili ◽  
Pierre Wallemacq ◽  
Espoir Bwenge Malembaka ◽  
Michel P. Hermans ◽  
...  

2020 ◽  
Author(s):  
Joanna Raven ◽  
Haja Wurie ◽  
Ayesha Idriss ◽  
Abdulai Jawo Bah ◽  
Amuda Baba ◽  
...  

Abstract Background: Community Health Workers (CHWs) are critical players in fragile settings, where staff shortages are particularly acute, health indicators are poor and progress towards Universal Health Coverage is slow. Like other health workers, CHWs need support to contribute effectively to health programmes and promote health equity. Yet the evidence base of what kind of support works best is weak. We present evidence from three fragile settings - Sierra Leone, Liberia and Democratic Republic of Congo on managing CHWs, and synthesise recommendations for best approaches to support this critical cadre.Methods: We used a qualitative study design to explore how CHWs are managed, the challenges they face and potential solutions. We conducted interviews with decision makers and managers (n=37), life history interviews with CHWs (n=15) and reviewed policy documents. Results: Fragility disrupts education of community members so that they may not have the literacy levels required for the CHW role. This has implications for the selection, role, training and performance of CHWs. Policy preferences about selection need discussion at the community level, so that they reflect community realities. CHWs scope of work is varied and may change over time, requiring ongoing training. The modular, local, and mix of practical and classroom training approach worked well, helping to address gender and literacy challenges and developing a supportive cohort of CHWs. A package of supervision, community support, regular provision of supplies, performance rewards and regular remuneration is vital to retention and performance of CHWs. But there are challenges with supervision, scarcity of supplies, inadequate community recognition and unfulfilled promises about allowances. Clear communication about incentives with facility staff and communities is required as is their timely delivery.Conclusions: This is the first study that has explored the management of CHWs in fragile settings. CHWs interface role between communities and health systems is critical because of their embedded positionality and the trusting relationships they (often) have. Their challenges are aligned to those generally faced by CHWs but chronic fragility exacerbates them and requires innovative problem solving to ensure that countries and communities are not left behind in reforming the way that CHWs are supported.


2020 ◽  
Author(s):  
Joanna Raven ◽  
Haja Wurie ◽  
Ayesha Idriss ◽  
Abdulai Jawo Bah ◽  
Amuda Baba ◽  
...  

Abstract Background Community Health Workers (CHWs) are critical players in fragile settings, where staff shortages are particularly acute, health indicators are poor and progress towards Universal Health Coverage is slow. Like other health workers, CHWs need support to contribute effectively to health programmes and promote health equity. Yet the evidence base of what kind of support works best is weak. We present evidence from three fragile settings - Sierra Leone, Liberia and Democratic Republic of Congo on managing CHWs, and synthesise recommendations for best approaches to support this critical cadre.Methods We used a qualitative study design to explore how CHWs are managed, the challenges they face and potential solutions. We conducted interviews with decision makers and managers (n = 37), life history interviews with CHWs (n = 15) and reviewed policy documents.Results Fragility disrupts education of community members so that they may not have the literacy levels required for the CHW role. This has implications for selection, role, training and performance of CHWs. Policy preferences about selection need discussion at the community level, so that they reflect community realities. CHWs scope of work is varied and may change over time, requiring ongoing training. The modular, local, and mix of practical and classroom training approach worked well, helping to address gender and literacy challenges and develop a supportive cohort of CHWs. A package of supervision, community support, regular provision of supplies, performance rewards and regular remuneration is vital to retention and performance of CHWs. But there are challenges with supervision, scarcity of supplies, inadequate community recognition and unfulfilled promises about allowances. Clear communication about incentives with facility staff and communities is required as is their timely delivery.Conclusions This is the first study that has explored the management of CHWs in fragile settings. CHWs interface role between communities and health systems is critical because of their embedded positionality and the trust they (often) have. Their challenges are aligned to those generally faced by CHWs but chronic fragility exacerbates them and requires innovative problem solving to ensure that countries and communities are not left behind in reforming the way that CHWs are supported.


2021 ◽  
Vol 15 (1) ◽  
pp. e0009028
Author(s):  
Raisa Raulino ◽  
Guillaume Thaurignac ◽  
Christelle Butel ◽  
Christian Julian Villabona-Arenas ◽  
Thomas Foe ◽  
...  

Background Epidemic arbovirus transmission occurs among humans by mosquito bites and the sylvatic transmission cycles involving non-human primates (NHPs) still exists. However, limited data are available on the extent in NHPs infections and their role. In this study, we have developed and validated a high-throughput serological screening tool to study the circulation of multiple arboviruses that represent a significant threat to human health, in NHPs in Central Africa. Methodology/Principal findings Recombinant proteins NS1, envelope domain-3 (DIII) for the dengue (DENV), yellow fever (YFV), usutu (USUV), west nile (WNV) and zika (ZIKV) and envelope 2 for the chikungunya (CHIKV) and o'nyong-nyong (ONNV) were coupled to Luminex beads to detect IgG directed against these viruses. Evaluation of test performance was made using 161 human sera of known arboviral status (66 negative and 95 positive). The sensitivity and specificity of each antigen were determined by statistical methods and ROC curves (except for ONNV and USUV). All NS1 antigens (except NS1-YFV), CHIKV-E2 and WNV-DIII had sensitivities and specificities > 95%. For the other DIII antigens, the sensitivity was low, limiting the interest of their use for seroprevalence studies. Few simultaneous reactions were observed between the CHIKV+ samples and the NS1 antigens to the non-CHIKV arboviruses. On the other hand, the DENV+ samples crossed-reacted with NS1 of all the DENV serotypes (1 to 4), as well as with ZIKV, USUV and to a lesser extent with YFV. A total of 3,518 samples of 29 species of NHPs from Cameroon and the Democratic Republic of Congo (DRC) were tested against NS1 (except YFV), E2 (CHIKV/ONNV) and DIII (WNV) antigens. In monkeys (n = 2,100), the global prevalence varied between 2 and 5% for the ten antigens tested. When we stratified by monkey’s biotope, the arboreal species showed the highest reactivity. In monkeys from Cameroon, the highest IgG prevalence were observed against ONNV-E2 and DENV2-NS1 with 3.95% and 3.40% respectively and in DRC, ONNV-E2 (6.63%) and WNV-NS1 (4.42%). Overall prevalence was low in apes (n = 1,418): ranging from 0% for USUV-NS1 to 2.6% for CHIKV-E2. However, a very large disparity was observed among collection site and ape species, e.g. 18% (9/40) and 8.2% (4/49) of gorillas were reactive with CHIKV-E2 or WNV-NS1, respectively in two different sites in Cameroon. Conclusions/Significance We have developed a serological assay based on Luminex technology, with high specificity and sensitivity for simultaneous detection of antibodies to 10 antigens from 6 different arboviruses. This is the first study that evaluated on a large scale the presence of antibodies to arboviruses in NHPs to evaluate their role in sylvatic cycles. The overall low prevalence (<5%) in more than 3,500 NHPs samples from Cameroon and the DRC does not allow us to affirm that NHP are reservoirs, but rather, intermediate hosts of these viruses.


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