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An S, Rauch SA, Maphula A, Obida M, Kogut K, Bornman R, Chevrier J, Eskenazi B. In-utero exposure to DDT and pyrethroids and child behavioral and emotional problems at 2 years of age in the VHEMBE cohort, South Africa. CHEMOSPHERE 2022; 306:135569. [PMID: 35798156 PMCID: PMC9520228 DOI: 10.1016/j.chemosphere.2022.135569] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 06/27/2022] [Accepted: 06/28/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Half the world's population is at risk for malaria. Indoor residual spraying (IRS) with insecticides has been effective in controlling malaria, yet the potential neurotoxicity of these insecticides is of concern, particularly for infants exposed in utero. OBJECTIVES To determine the association of prenatal exposure to DDT/DDE and pyrethroid insecticides and behavioral/emotional problems in two-year-old children. METHODS The Venda Health Examination of Mothers, Babies and their Environment (VHEMBE) birth cohort in South Africa, measured concentrations of p,p'-DDT and p,p'-DDE in maternal serum and pyrethroid metabolites (cis-DBCA, cis-DCCA, trans-DCCA, and 3-PBA) in maternal urine collected during pregnancy. At 2 years, 683 mothers were interviewed about their children's behavior and emotional development, using the Child Behavior Checklist (CBCL). We examined associations between behavioral or emotional problems and biomarkers of prenatal insecticide exposure. RESULTS Maternal serum p,p'-DDT concentrations were associated with heightened withdrawn behavior in 2-year olds, with a 0.24 increase in raw scores (95%CI = 0.00, 0.49) and a 12% increase (95%CI = 1.01, 1.23) in risk of being at or above the borderline-clinical level, per 10-fold increase in concentrations. Ten-fold increases in p,p'-DDT and p,p'-DDE were related to 30% (RR = 1.30; 95%CI = 1.01, 1.67) and 39% (RR = 1.39; 95%CI =1.01, 1.91) higher risks, respectively, for increased oppositional-defiant behavior. p,p'-DDE concentrations were also related to increased risk of ADHD-related problems (RR = 1.30; 95%CI = 0.98, 1.72). Maternal urinary concentrations of cis-DBCA and 3-PBA were associated with increased risk of externalizing behaviors (RR = 1.30; 95%CI = 1.05, 1.62; RR = 1.35, 95%CI = 1.03, 1.78 per 10-fold increase, respectively), with some evidence of an association between cis-DBCA and affective disorders (RR = 1.25; 95%CI = 0.99, 1.56). Some associations with maternal pyrethroid concentrations were stronger in girls than boys. CONCLUSIONS Prenatal exposure to DDT and pyrethroid insecticides may be associated with maternally-reported behavioral problems in two-year-old children. Given their long history and continued use, further investigation is warranted.
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Affiliation(s)
- Sookee An
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, CA, USA
| | - Stephen A Rauch
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, CA, USA
| | - Angelina Maphula
- University of Pretoria Institute for Sustainable Malaria Control and School of Health Systems and Public Health, University of Pretoria, Pretoria, South Africa; Department of Psychology, University of Venda, Limpopo, South Africa
| | - Muvhulawa Obida
- University of Pretoria Institute for Sustainable Malaria Control and School of Health Systems and Public Health, University of Pretoria, Pretoria, South Africa
| | - Katherine Kogut
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, CA, USA
| | - Riana Bornman
- University of Pretoria Institute for Sustainable Malaria Control and School of Health Systems and Public Health, University of Pretoria, Pretoria, South Africa
| | - Jonathan Chevrier
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, QC, Canada
| | - Brenda Eskenazi
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, CA, USA.
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Iakovides M, Oikonomou K, Sciare J, Mihalopoulos N. Evidence of stockpile contamination for legacy polychlorinated biphenyls and organochlorine pesticides in the urban environment of Cyprus (Eastern Mediterranean): Influence of meteorology on air level variability and gas/particle partitioning based on equilibrium and steady-state models. JOURNAL OF HAZARDOUS MATERIALS 2022; 439:129544. [PMID: 35908394 DOI: 10.1016/j.jhazmat.2022.129544] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 07/03/2022] [Accepted: 07/04/2022] [Indexed: 06/15/2023]
Abstract
The present study investigated comprehensively the atmospheric occurrence and fate of an extensive range of polychlorinated biphenyls (PCBs; forty-two congeners), organochlorine pesticides (OCPs; twenty-seven emerging and legacy agrochemicals) and polycyclic aromatic hydrocarbons (PAHs; fifty parent and alkylated members, including the non USEPA-16 listed toxic ones), in both gas and particulate phase of the scarcely monitored atmosphere over Cyprus for the first time. Parent-metabolite concentration ratios suggested fresh application for dichlorodiphenyl-trichloroethanes (DDTs), dicofol, hexachlorocyclohexanes, endosulfan and chlorothalonil, particularly during spring (April-May). Regressions of logarithms of partial pressure against ambient temperature revealed that secondary recycling from contaminated terrestrial surfaces regulates the atmospheric level variability of PCBs, DDTs, aldrin, chlordane, dicofol, heptachlor and endosulfan. Enthalpies of surface-air exchange (∆HSA) calculated from Clausius-Clapeyron equations were significantly correlated to vaporization enthalpies (∆HV) determined by chromatographic techniques, corroborating presence of potential stockpile-contaminated sites around the study area. The Harner-Bidleman equilibrium model simulating urban areas, and the Li-Jia empirical model, predicted better the partitioning behavior of PAHs (<four-ring parent and alkylated members), PCBs (<hexa-chlorobiphenyls), and OCPs, respectively. For heavier PAHs and PCBs, partitioning coefficients (KP) were inadequately predicted by the Li-Ma-Yang steady-state model, probably due to local human activities and regional transport in the study area.
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Affiliation(s)
- Minas Iakovides
- Climate and Atmosphere Research Center, The Cyprus Institute, 20, Konstantinou Kavafi Street, 2121 Aglantzia, Cyprus.
| | - Konstantina Oikonomou
- Climate and Atmosphere Research Center, The Cyprus Institute, 20, Konstantinou Kavafi Street, 2121 Aglantzia, Cyprus
| | - Jean Sciare
- Climate and Atmosphere Research Center, The Cyprus Institute, 20, Konstantinou Kavafi Street, 2121 Aglantzia, Cyprus
| | - Nikos Mihalopoulos
- Climate and Atmosphere Research Center, The Cyprus Institute, 20, Konstantinou Kavafi Street, 2121 Aglantzia, Cyprus; Chemistry Department, University of Crete, 71003 Heraklion, Crete, Greece; Institute for Environmental Research and Sustainable Development, National Observatory of Athens, Palaia Penteli, 15236 Athens, Greece
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Passah M, Nengnong CB, Wilson ML, Carlton JM, Kharbamon L, Albert S. Implementation and acceptance of government-sponsored malaria control interventions in Meghalaya, India. Malar J 2022; 21:200. [PMID: 35739533 PMCID: PMC9223263 DOI: 10.1186/s12936-022-04223-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 06/09/2022] [Indexed: 11/19/2022] Open
Abstract
Background India has made considerable progress in malaria reduction over the past two decades, with government-sponsored indoor residual spraying (IRS) and insecticide-treated bed net (ITN) or long-lasting insecticidal nets (LLIN) distribution being the main vector-related prevention efforts. Few investigations have used non-participant observational methods to assess malaria control measures while they were being implemented, nor documented people’s perceptions and acceptance of IRS or LLINs in India, and none have done so in the northeast region. This study evaluated household (HH)-level operation of IRS and distribution of LLINs by India’s National Vector Borne Disease Control Programme (NVBDCP) in 50 villages of Meghalaya state, and documented their acceptance and use. Methods Study field teams accompanied the government health system teams during August-October, 2019 and 2020 to observe deployment of LLINs, and record HH-level data on LLIN numbers and use. In addition, NVBDCP spray teams were followed during 2019–2021 to observe IRS preparation and administration. HH members were interviewed to better understand reasons for acceptance or refusal of spraying. Results A total of 8386 LLINs were distributed to 2727 HHs in 24 villages from five Primary Health Centres, representing 99.5% of planned coverage. Interviews with 80 HH residents indicated that they appreciated the LLIN dissemination programme, and generally made regular and appropriate use of LLINs, except during overnight travel or when working in agricultural fields. However, HH-level IRS application, which was observed at 632 HHs, did not always follow standard insecticide preparation and safety protocols. Of 1,079 occupied HHs visited by the spray team, 632 (58.6%) refused to allow any spraying. Only 198 (18.4%) HHs agreed to be sprayed, comprising 152 (14.1%) that were only partly sprayed, and 46 (4.3%) that were fully sprayed. Reasons for refusal included: inadequate time to rearrange HH items, young children were present, annoying smell, staining of walls, and threat to bee-keeping or Eri silk moth cultivation. Conclusions These findings are among the first in India that independently evaluate people's perceptions and acceptance of ongoing government-sponsored IRS and LLIN programmes for malaria prevention. They represent important insights for achieving India's goal of malaria elimination by 2030.
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Affiliation(s)
- Mattimi Passah
- Indian Institute of Public Health Shillong, Shillong, Meghalaya, 793001, India. .,Martin Luther Christian University, Shillong, Meghalaya, 793006, India.
| | - Carinthia Balabet Nengnong
- Indian Institute of Public Health Shillong, Shillong, Meghalaya, 793001, India.,Martin Luther Christian University, Shillong, Meghalaya, 793006, India
| | - Mark L Wilson
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Jane M Carlton
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, NY, 10003, USA.,Department of Epidemiology, College of Global Public Health, New York University, New York, NY, 10012, USA
| | - Larry Kharbamon
- Department of Health, National Vector Borne Disease Control Programme, Shillong, Meghalaya, India
| | - Sandra Albert
- Indian Institute of Public Health Shillong, Shillong, Meghalaya, 793001, India. .,Martin Luther Christian University, Shillong, Meghalaya, 793006, India.
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Taremwa IM, Ashaba S, Kyarisiima R, Ayebazibwe C, Ninsiima R, Mattison C. Treatment-seeking and uptake of malaria prevention strategies among pregnant women and caregivers of children under-five years during COVID-19 pandemic in rural communities in South West Uganda: a qualitative study. BMC Public Health 2022; 22:373. [PMID: 35189865 PMCID: PMC8860364 DOI: 10.1186/s12889-022-12771-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 02/14/2022] [Indexed: 11/21/2022] Open
Abstract
Background Despite efforts to avert the negative effects of malaria, there remain barriers to the uptake of prevention measures, and these have hindered its eradication. This study explored the factors that influence uptake of malaria prevention strategies among pregnant women and children under-five years and the impact of COVID-19 in a malaria endemic rural district in Uganda. Methods This was a qualitative case study that used focus group discussions, in-depth interviews, and key informant interviews involving pregnant women, caregivers of children under-five years, traditional birth attendants, village health teams, local leaders, and healthcare providers to explore malaria prevention uptake among pregnant women and children under-five years. The interviews were audio-recorded, transcribed and data were analyzed using thematic content approach. Results Seventy-two participants were enrolled in the Focus Group Discussions, 12 in the in-depth interviews, and 2 as key informants. Pregnant women and caregivers of children under-five years were able to recognize causes of malaria, transmission, and symptoms. All participants viewed malaria prevention as a high priority, and the use of insecticide-treated mosquito bed nets (ITNs) was upheld. Participants' own experiences indicated adverse effects of malaria to both pregnant women and children under-five. Home medication and the use of local herbs were a common practice. Some participants didn’t use any of the malaria prevention methods due to deliberate refusal, perceived negative effects of the ITNs, and family disparity. The Corona Virus Disease-2019 (COVID-19) control measures did not abate the risk of malaria infection but these were deleterious to healthcare access and the focus of malaria prevention. Conclusions Although pregnant women and caregivers of children under-five years recognized symptoms of malaria infection, healthcare-seeking was not apt as some respondents used alternative approaches and delayed seeking formal healthcare. It is imperative to focus on the promotion of malaria prevention strategies and address drawbacks associated with misconceptions about these interventions, and promotion of health-seeking behaviors. As COVID-19 exacerbated the effect of malaria prevention uptake and healthcare seeking, it’s critical to recommit and integrate COVID-19 prevention measures in normative living and restrict future barriers to healthcare access. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-022-12771-3.
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Affiliation(s)
| | - Scholastic Ashaba
- Mbarara University of Science and Technology, P.O Box 1410, Mbarara, Uganda
| | - Rose Kyarisiima
- Mbarara University of Science and Technology, P.O Box 1410, Mbarara, Uganda
| | | | - Ruth Ninsiima
- Rwamanja Refugee Settlement, Kamwenge District, Uganda
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Veludo AF, Martins Figueiredo D, Degrendele C, Masinyana L, Curchod L, Kohoutek J, Kukučka P, Martiník J, Přibylová P, Klánová J, Dalvie MA, Röösli M, Fuhrimann S. Seasonal variations in air concentrations of 27 organochlorine pesticides (OCPs) and 25 current-use pesticides (CUPs) across three agricultural areas of South Africa. CHEMOSPHERE 2022; 289:133162. [PMID: 34875296 DOI: 10.1016/j.chemosphere.2021.133162] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 11/17/2021] [Accepted: 12/02/2021] [Indexed: 05/27/2023]
Abstract
For decades pesticides have been used in agriculture, however, the occurrence of legacy organochlorine pesticides (OCPs) and current-use pesticides (CUPs) is poorly understood in Africa. This study investigates air concentrations of OCPs and CUPs in three South African agricultural areas, their spatial/seasonal variations and mixture profiles. Between 2017 and 2018, 54 polyurethane foam-disks passive air-samplers (PUF-PAS) were positioned in three agricultural areas of the Western Cape, producing mainly apples, table grapes and wheat. Within areas, 25 CUPs were measured at two sites (farm and village), and 27 OCPs at one site (farm). Kruskal-Wallis tests investigated area differences in OCPs concentrations, and linear mixed-effect models studied differences in CUPs concentrations between areas, sites and sampling rounds. In total, 20 OCPs and 16 CUPs were detected. A median of 16 OCPs and 10 CUPs were detected per sample, making a total of 11 OCPs and 24 CUPs combinations. Eight OCPs (trans-chlordane, o,p'-/p,p'-dichlorodiphenyldichloroethylene (DDE)/dichlorodiphenyltrichloroethane (DDT), endosulfan sulfate, γ-hexachlorocyclohexane and mirex) and two CUPs (carbaryl and chlorpyrifos) were quantified in all samples. p,p'-DDE (median 0.14 ng/m3) and chlorpyrifos (median 0.70 ng/m3) showed the highest concentrations throughout the study. Several OCPs and CUPs showed different concentrations between areas and seasons, although CUPs concentrations did not differ between sites. OCPs ratios suggest ongoing chlordane use in the region, while DDT and endosulfan contamination result from past-use. Our study revealed spatial and seasonal variations of different OCPs and CUPs combinations detected in air. Further studies are needed to investigate the potential cumulative or synergistic risks of the detected pesticides.
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Affiliation(s)
- Adriana Fernandes Veludo
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, 3584, Utrecht, the Netherlands
| | | | - Céline Degrendele
- Recetox, Faculty of Science, Masaryk University, Kotlarska 2, Brno, Czech Republic; Aix-Marseille University, CNRS, LCE, 13003, Marseille, France
| | - Lindile Masinyana
- Centre for Environmental and Occupational Health Research, School of Public Health and Family Medicine, University of Cape Town, 7925, Cape Town, South Africa
| | - Lou Curchod
- Swiss Tropical and Public Health Institute (Swiss TPH), 4002, Basel, Switzerland
| | - Jiří Kohoutek
- Recetox, Faculty of Science, Masaryk University, Kotlarska 2, Brno, Czech Republic
| | - Petr Kukučka
- Recetox, Faculty of Science, Masaryk University, Kotlarska 2, Brno, Czech Republic
| | - Jakub Martiník
- Recetox, Faculty of Science, Masaryk University, Kotlarska 2, Brno, Czech Republic
| | - Petra Přibylová
- Recetox, Faculty of Science, Masaryk University, Kotlarska 2, Brno, Czech Republic
| | - Jana Klánová
- Recetox, Faculty of Science, Masaryk University, Kotlarska 2, Brno, Czech Republic
| | - Mohamed Aqiel Dalvie
- Centre for Environmental and Occupational Health Research, School of Public Health and Family Medicine, University of Cape Town, 7925, Cape Town, South Africa
| | - Martin Röösli
- Swiss Tropical and Public Health Institute (Swiss TPH), 4002, Basel, Switzerland; University of Basel, 4002, Basel, Switzerland
| | - Samuel Fuhrimann
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, 3584, Utrecht, the Netherlands; Swiss Tropical and Public Health Institute (Swiss TPH), 4002, Basel, Switzerland; University of Basel, 4002, Basel, Switzerland.
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Benavides JA, Caparrós C, da Silva RM, Lembo T, Tem Dia P, Hampson K, Dos Santos F. The Power of Music to Prevent and Control Emerging Infectious Diseases. Front Med (Lausanne) 2021; 8:756152. [PMID: 34901067 PMCID: PMC8655130 DOI: 10.3389/fmed.2021.756152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 10/28/2021] [Indexed: 11/19/2022] Open
Abstract
Music is a powerful approach to engage communities and disseminate information. Specifically, health campaigns employing music have been used to promote behaviors that can prevent emerging infectious diseases (EIDs). For example, hip hop artists supported campaigns to prevent acquired immunodeficiency syndrome in the 70s in the United States, while Brazilian funk promoted vaccination to mitigate the ongoing COVID-19 pandemic. Similarly, we broadcast musical messages in local languages to increase community awareness and support prevention measures in Guinea and Liberia in response to the recent Ebola outbreak in 2021. Given the potential of music to promote both individual and population-level behavioral changes to prevent transmission, there is a need to consolidate information on music-based health interventions, and on how we can measure their effectiveness. In this perspective, we provide examples of relevant initiatives, discussing challenges and solutions associated with implementing interventions based on our experience with the 2021 Ebola outbreak. We recommend four steps for a successful music-based health intervention including (1) establishing a task force, (2) compose a "catchy" song including critical preventive measures, (3) deliver the song to the target audience, and (4) evaluate the campaign effectiveness. We argue that close interactions between scientists and musicians can produce rapid musical content for disease prevention. We also identify and discuss several methodological frameworks for testing the effectiveness of such interventions. We conclude that support from public health authorities, government media departments, and international agencies, is necessary to deliver wide outreach and long-term sustainability of musical messaging toward effective EID prevention.
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Affiliation(s)
- Julio A Benavides
- Departamento de Ecología y Biodiversidad, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Santiago, Chile
- Centro de Investigación para la Sustentabilidad, Facultad de Ciencias de la Vida, Centro de Investigación Para la Sustentabilidad, Universidad Andrés Bello, Santiago, Chile
- Department of Veterinary Hygiene and Public Health, São Paulo State University, Botucatu, Brazil
- Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Cristina Caparrós
- Departamento de Ecología y Biodiversidad, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Santiago, Chile
- Centro de Investigación para la Sustentabilidad, Facultad de Ciencias de la Vida, Centro de Investigación Para la Sustentabilidad, Universidad Andrés Bello, Santiago, Chile
| | - Ramiro Monã da Silva
- Department of Veterinary Hygiene and Public Health, São Paulo State University, Botucatu, Brazil
| | - Tiziana Lembo
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | - Katie Hampson
- Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
- Boyd Orr Centre for Population and Ecosystem Health, Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
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Sheffield D, Irons JY. Songs for health education and promotion: a systematic review with recommendations. Public Health 2021; 198:280-289. [PMID: 34500258 DOI: 10.1016/j.puhe.2021.07.020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 07/16/2021] [Accepted: 07/21/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVE We aimed to assess evidence of the effectiveness of song-based public health programmes and to examine the analyses of song lyrics to learn what their key qualities for public health promotion are. METHODS A systematic search was employed to identify empirical studies that examined song interventions for public health education and promotion. We searched the following databases: MEDLINE, PubMed, CINAHL, PsycINFO and AMED. We also backwards searched references of all relevant studies. RESULTS Of the 137 studies identified, ten studies were included: four were quantitative and six were qualitative. The qualities of the included studies were assessed to be fair or good. The studies were from developing/low-income countries, South Africa and the United States, involving children and adults. Through a narrative data synthesis, three themes were identified; song-based programmes increased public health knowledge and changed behaviours. Additionally, developing songs for public health promotion involved consultations with local people utilising culturally and socially relevant genres or songs. CONCLUSION Although the current evidence is limited by the small number of available studies and their heterogeneity, there is evidence that songs may be an effective method to deliver public health messages that result in improved education and changes in behaviour. Several advantages of using songs as public health strategies were identified that included their social and cultural relevance, ubiquity, low cost and enjoyment. Given these advantages, further research with the robust methodology is required to assess the benefits of songs using quantifiable outcomes along with evaluation of processes. We recommend that public health professionals, stakeholders and communities utilise songs as public health strategies.
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Affiliation(s)
- D Sheffield
- College of Health, Psychology and Social Care, University of Derby, Derby, UK.
| | - J Y Irons
- College of Health, Psychology and Social Care, University of Derby, Derby, UK
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Krainara P, Dumrongrojwatthana P, Bhattarakosol P. Significant factors associated with malaria spread in Thailand: a cross-sectional study. JOURNAL OF HEALTH RESEARCH 2021. [DOI: 10.1108/jhr-11-2020-0575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Purpose
This paper aims to uncover new factors that influence the spread of malaria.
Design/methodology/approach
The historical data related to malaria were collected from government agencies. Later, the data were cleaned and standardized before passing through the analysis process. To obtain the simplicity of these numerous factors, the first procedure involved in executing the factor analysis where factors' groups related to malaria distribution were determined. Therefore, machine learning was deployed, and the confusion matrices are computed. The results from machine learning techniques were further analyzed with logistic regression to study the relationship of variables affecting malaria distribution.
Findings
This research can detect 28 new noteworthy factors. With all the defined factors, the logistics model tree was constructed. The precision and recall of this tree are 78% and 82.1%, respectively. However, when considering the significance of all 28 factors under the logistic regression technique using forward stepwise, the indispensable factors have been found as the number of houses without electricity (houses), number of irrigation canals (canals), number of shallow wells (places) and number of migrated persons (persons). However, all 28 factors must be included to obtain high accuracy in the logistics model tree.
Originality/value
This paper may lead to highly-efficient government development plans, including proper financial management for malaria control sections. Consequently, the spread of malaria can be reduced naturally.
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Kusumo MP, Hendrartini J, Sufro ZM, Dewi FSTD. Theater Performing Arts (TPA): Community Empowerment to Improve Blood Glucose Control Behavior in Yogyakarta. Int J Endocrinol Metab 2020; 18:e103106. [PMID: 33613677 PMCID: PMC7887461 DOI: 10.5812/ijem.103106] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 10/04/2020] [Accepted: 11/10/2020] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Poor self-management behavior is one of the causes of the high number of patients with type 2 diabetes mellitus (T2DM) in Indonesia. OBJECTIVES The aim of this study was to measure the effectiveness of TPA-based community empowerment as a form of education in improving the blood glucose control practices of patients with T2DM in Yogyakarta. METHODS This study used quantitative methods with a quasi-experimental non-equivalent pre-posttest control group design. The subjects of this study were "Prolanis member" patients with T2DM in the four primary health care centers in Sleman, Yogyakarta, Indonesia. Purposive sampling was done at four primary care in Sleman, Yogyakarta, Indonesia. From 138 T2DM patients, only 102 were eligible to become respondents. The questionnaires were adapted to the recommendations of endocrine experts' associations to measure the level of T2DM patients' knowledge, attitude and practices. Intervention was done for three months, from October to December 2019. Measurements were made before and after the TPA. RESULTS Attitude and behavior scores showed a significant increase (P < 0.05) after TPA intervention. Meanwhile, the average score of knowledge after the TPA intervention showed no significant increase (P > 0.05). Good self-management behavior in patients with T2DM was observed in Sleman Regency. Education through TPA based community empowerment should be considered as an appropriate intervention to improve DM management practice. Patients can receive material that is delivered easily because of the relaxed and pleasant environment during TPA. CONCLUSIONS TPA-based community empowerment can create a relaxed and pleasant environment to improve blood glucose control practices in patients with T2DM.
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Affiliation(s)
- Mahendro Prasetyo Kusumo
- Faculty of Medicine, Public Health, and Nursing, Gadjah Mada University, Yogyakarta, Indonesia
- Masters of Hospital Administration Programe, Postgraduete Universitas Muhammadiyah Yogyakarta, Indonesia
- Corresponding Author: Master of Hospital Administration Programe, Postgraduete Universitas Muhammadiyah Yogyakarta, Indonesia. Tel: +62-8112954200,
| | - Julita Hendrartini
- Department of Health Policy and Management, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Zaenal Muttaqien Sufro
- Departement of Physiology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Fatwa Sari Tetra Dewi Dewi
- Department of Health Behaviour, Environment, and Social Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
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