Evidence map›Paper›PMID 35224068›Full record

ArticleFrontiers in veterinary science2021

Beyond Numbers: Determining the Socioeconomic and Livelihood Impacts of African Swine Fever and Its Control in the Philippines.

Tarni L Cooper, Dominic Smith, Mark Jaypee C Gonzales, Marlon T Maghanay, Sunny Sanderson, Marie Rachelle Jane C Cornejo, Lohreihleih L Pineda, Rose Ann A Sagun, Oliver P Salvacion

Open access · goldAbstract read
In one paragraph

Article in Frontiers in veterinary science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed
8.5field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

28 citing papers in PubMed, 37 citations in OpenAlex.

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  5. Sustainability and future outlook of the Philippine pig industry.Journal of advanced veterinary and animal research · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 5 institutions in 2 countries.

Tarni L CooperSchool of Agriculture and Food Sciences, The University of Queensland, Brisbane, QLD, Australia.
Dominic SmithSchool of Agriculture and Food Sciences, The University of Queensland, Brisbane, QLD, Australia.
Mark Jaypee C GonzalesCollege of Veterinary Medicine, Central Bicol State University of Agriculture, Pili, Philippines.
Marlon T MaghanayCollege of Veterinary Science and Medicine, Central Luzon State University, City of Munoz, Philippines.
Sunny SandersonSchool of Agriculture and Food Sciences, The University of Queensland, Brisbane, QLD, Australia.
Marie Rachelle Jane C CornejoCollege of Veterinary Medicine, Central Bicol State University of Agriculture, Pili, Philippines.
Lohreihleih L PinedaCollege of Veterinary Science and Medicine, Central Luzon State University, City of Munoz, Philippines.
Rose Ann A SagunCollege of Veterinary Science and Medicine, Central Luzon State University, City of Munoz, Philippines.
Oliver P SalvacionCollege of Veterinary Medicine, Central Bicol State University of Agriculture, Pili, Philippines.
Central Bicol State University of Agriculture · PHCentral Luzon State University · PHAgriculture and Food · AUGriffith University · AUUniversity of Queensland · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The impacts of African Swine Fever (ASF) have most frequently been described quantitatively though it is increasingly acknowledged these impacts extend well beyond numbers. During 2020, a multidisciplinary team of researchers developed a framework for Socioeconomic and Livelihood Impact Assessment (SELIA) of livestock diseases in smallholder communities. Two key innovations within this SELIA framework are the integration of sustainable livelihoods concepts to capture rich information beyond financial impacts, and the inclusion of stakeholders across the value chain, beyond farmers. This paper focuses on the findings from one of the first applications of the SELIA framework. In late 2020 the research team applied participatory tools from the SELIA Framework (8 focus group discussions, 14 key informant interviews, and 2 network mapping activities) to gather data to describe the impact of ASF in backyard pig-farming communities and value chains. This was undertaken across two locations in the Philippines, in turn highlighting potential leverage points for intervention. Owing to COVID-19 travel restrictions and risks, modifications to training and field activities were made. Findings from focus groups and interviews revealed the deep, emotional impacts of ASF and the associated control measures. Pigs were considered pets by many farmers and some women described them as being like their children. Animal health-workers (AHWs) also recognised the emotional toll on farmers and were sometimes strongly criticised by community members due to their involvement in depopulation campaigns. Misinformation early in the epidemic also led farmers to hide their animals from AHWs, and to dispose of them inappropriately. While the overall impact of ASF on society was negative, the impacts across different communities, scales of production and different value chain actors varied. The losses experienced by backyard farmers resulted in significant losses to linked value chain actors, such as input suppliers. This trial application of the SELIA framework revealed some complex and varied impacts of ASF. This included significant differences in livelihood and socio-economic impacts amongst different actors within value chains and also among different categories of actors (for example small, medium and large-scale traders). Repeated themes and triangulated findings suggest two leverage points for further consideration. Firstly, it is recommended a One Welfare approach to ASF control in the Philippines is explored. Emphasising careful communication between animal health-workers and farmers, and humane and sensitive pig depopulation practices. Secondly, consideration of ASF support programs tailored to sectoral and specific communities is recommended.

Indexed as

African Swine Feverlivelihoodsparticipatory researchPhilippinessmallholderssocioeconomicsvalue chain

Identifiers

PMID35224068
PMCPMC8866713
OpenAlexW4211234470

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.