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Conférence internationale Africa 2013 sur l’Ecosanté 
Combining apples and oranges?
Synthesizing quantitative and qualitative
data from EcoZD studies
Silvia Alonso1, Seng Sokerya2, Nguyen Ngoc Thuy3 and Jeff Gilbert1 
1. International Livestock Research 
Institute, ILRI 
2. Centre for Agriculture & Livestock 
Development Cambodia (CelAgrid), 
Phnom Penh, Cambodia  
3. Nong Lam University, Ho Chi Minh, 
Vietnam 
Conférence internationale Africa 2013 sur l’Ecosanté 
Combining apples and oranges? Synthesizing quantitative and 
qualitative data from EcoZD studies 
• EcoHealth research: 
• Multidisciplinarity 
• Holistic approaches 
• Participation 
• … 
• EcoZD – all this to be applied to investigation 
of a zoonotic disease transmission problem 
2
Conférence internationale Africa 2013 sur l’Ecosanté 
Quickly said… 
 
 
3
Combining apples and oranges? Synthesizing quantitative and 
qualitative data from EcoZD studies 
Qualitative research:
Participatory rural appraisals (PRA)
Focus group discussions (FGD)
Quantitative research:
Observational studies
Randomized clinical trials
…but… 
Summary
report
Statistical
analysis
Conférence internationale Africa 2013 sur l’Ecosanté 
• Mixed method research  
“… intentionally integrate or combine quantitative and qualitative data to 
maximize the strengths of each, to answer questions that are 
inadequately answered by one approach.” (Ozawa and Pongpirul, 2013) 
 
“… it allows researchers to view problems from multiple perspectives, 
contextualize information, develop a more complete understanding of a 
problem, triangulate results, quantify hard‐to‐measure constructs, 
provide illustrations of context for trends, examine processes/experiences 
along with outcomes and capture a macro picture of a system.”  
(Ozawa and Pongpirul, 2013) 
 
Increasing literature ‐ mixed methods as a distinct research approach 
  EcoHealth to engage and contribute!!! 
4
Combining apples and oranges? Synthesizing quantitative and 
qualitative data from EcoZD studies 
Conférence internationale Africa 2013 sur l’Ecosanté 
• What do mixed methods contribute?: 
• Complementarity – one type of data illustrates/explains 
findings on the other 
• Development – one type of data informs the use of the 
other method 
• Initiation – identify areas of incongruence to generate 
new insights / research questions 
• Expansion – each method suited to explore different 
aspect of a research question 
• Triangulation – corroborate findings 
5
Combining apples and oranges? Synthesizing quantitative and 
qualitative data from EcoZD studies 
Conférence internationale Africa 2013 sur l’Ecosanté 
Livestock keeping and acute diarrhea in 
Cambodia 
 
6
Combining apples and oranges? Synthesizing quantitative and 
qualitative data from EcoZD studies 
2 Provinces
4 Districts
8 villages
Quantitative methods  
(questionnaire and biological sampling)  
Evidence and investigate risk factors 
for zoonotic transmission 
Qualitative methods (PRA and FGD)  
 
capture socio‐economic aspects linked 
to disease occurrence and spread 
Numerical 
output report 
Summary of 
observations 
Conférence internationale Africa 2013 sur l’Ecosanté 
 
7
Combining apples and oranges? Synthesizing quantitative and 
qualitative data from EcoZD studies 
Quantitative methods  
(questionnaire and biological sampling)  
 
400 Households reporting diarrhea in past 2 
weeks 
 
Questionnaire on household characteristics, 
food consumption and hygiene practices 
 
Fecal samples – diarrhea cases  
Fecal samples ‐ cattle/pig/chicken 
 
Tests: Salmonella spp, E. coli 0157, Shigella 
spp, Plesiomonas, Aeromonas, Vibrio spp 
 
  
Qualitative methods (PRA and FGD) 
 
In each village: 
Village layout (map) 
4‐5 villagers interviewed 
Household layout 
Seasonal calendar: production, water 
availability and illness  
Livelihood mapping 
Wealth ranking 
 
Conférence internationale Africa 2013 sur l’Ecosanté 
8
Combining apples and oranges? Synthesizing quantitative and 
qualitative data from EcoZD studies 
Biological samples:
• Human cases - Shigella spp and E. coli 0157 (most isolations in high
bloody diarrhea incidence areas)
• Animals – E. coli 0157 and Salmonella spp (only in high bloody
diarrhea incidence areas)
• No correlation with pathogen presence in household animals
Questionnaire:
• Animal raising practices similar across study sites
• Risk factor analysis: suggests raising animals / pig-cattle consumption
are NOT risk factors. Duck/fish consumption potential RF.
• Eating sick animals, vegetables, use surface/lake water
Conférence internationale Africa 2013 sur l’Ecosanté 
9
Combining apples and oranges? Synthesizing quantitative and 
qualitative data from EcoZD studies 
Participatory rural appraisal:
• Sickness - Vegetables and not-boiled water. Food other than
from animals!!
• Farmers did not consume meat from their animals! (market).
• Obvious HH distribution in village associated with wealth.
• Different animal raising practices according to season - not
captured in the QUANTI study.
• Chemicals – mentioned often, neglected in QUANTI study.
Conférence internationale Africa 2013 sur l’Ecosanté 
• Help make sense of “hard to explain” quantitative findings 
• Captures complexity 
• Help design the research question 
– Water identified as potential important source (QUALI) – QUANTI to explore more in detail 
– Identifying the problem  
– Get acquainted with the context  
• Inform participants about study  
• Guide design of intervention/control strategies 
• Good complement of small studies 
10
Combining apples and oranges? Synthesizing quantitative and 
qualitative data from EcoZD studies 
Conférence internationale Africa 2013 sur l’Ecosanté 
CONCLUDING REMARKS: 
• EcoHealth researchers need to expand interest/skills 
on mixed methods (formal approaches) 
• Need to acknowledge the reason why qualitative and 
quantitative research methods are needed 
• choose the method that suit best, maybe you don’t 
need mixed methods!!! 
• If needed: incorporate explicitly in project DESIGN:  
• how to do, how to analysis, how to integrate data 
 
11
Combining apples and oranges? Synthesizing quantitative and 
qualitative data from EcoZD studies 
Conférence internationale Africa 2013 sur l’Ecosanté 
12

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