Comparative Efficacy of Antimicrobial Practices in Small vs. Large Animal Practice
Table Of Contents
Chapter ONE
INTRODUCTION
- 1.
- 1.1Introduction
- 1.2Background of the Study
- 1.3Statement of the Problem
- 1.4Aim and Objectives of the Study
- 1.5Research Questions
- 1.6Research Hypotheses
- 1.7Significance of the Study
- 1.8Scope and Delimitation of the Study
- 1.9Limitations of the Study
- 1.10Organisation of the Study
- 1.11Operational Definition of Terms
Chapter TWO
LITERATURE REVIEW
- 2.
- 2.1Conceptual Review of Antimicrobial Practices in Veterinary Medicine
- 2.2Theoretical Framework: Theory of Planned Behavior
- 2.3Theoretical Framework: Diffusion of Innovations
- 2.4Conceptualization of Small Animal Practice vs. Large Animal Practice
- 2.5Empirical Review: Antimicrobial Usage Patterns in Small Animals
- 2.6Empirical Review: Antimicrobial Usage in Large Animals
- 2.7Comparative Efficacy Measures for Antimicrobials
- 2.8Regulatory and Guideline Influences on Prescribing
- 2.9Diagnostic Stewardship and Antimicrobial Stewardship Interventions
- 2.10Veterinary Practice Management and Economic Drivers
- 2.11Identified Gaps in the Literature
- 2.12Conceptual Model or Synthesis Summary
Chapter THREE
RESEARCH METHODOLOGY
- 3.
- 3.1Research Design: Comparative Cross-Sectional Analysis
- 3.2Philosophical Paradigm: Pragmatism and Mixed Methods Orientation
- 3.3Population of the Study: Veterinary Practices and Clinicians
- 3.4Sample Size and Sampling Technique: Stratified Random Sampling of Practices by Size
- 3.5Sources and Instruments of Data Collection: Structured Surveys, Interview Guides, Practice Records
- 3.6Validity and Reliability of Instruments: Content Validity, Pilot Testing, Reliability Coefficients
- 3.7Data Management and Ethical Data Handling
- 3.8Data Analysis Methods: Descriptive Statistics, Inferential Tests, Multivariable Regression
- 3.9Model Specification or Analytical Framework: Hierarchical Linear Modeling for Practice-Level Effects
- 3.10Ethical Considerations: Consent, Anonymity, Data Security
Chapter FOUR
DATA PRESENTATION AND ANALYSIS
- ANALYSIS AND DISCUSSION OF FINDINGS
- 4.
- 4.1Data Presentation Overview and Coding Scheme
- 4.2Descriptive Analysis of Respondent Demographics and Practice Characteristics
- 4.3Descriptive Analysis of Antimicrobial Practices in Small vs. Large Animal Settings
- 4.4Hypotheses Testing: Differences in Antimicrobial Stewardship Metrics
- 4.5Inferential Analysis: Impact of Practice Size on Antimicrobial Efficacy Outcomes
- 4.6Multivariable Analysis: Confounders and Interaction Effects
- 4.7Interpretation of Results in Light of Conceptual Frameworks
- 4.8Discussion of Findings Relative to Prior Studies
Chapter FIVE
SUMMARY, CONCLUSION AND RECOMMENDATIONS
- CONCLUSION AND RECOMMENDATIONS
- 5.
- 5.1Summary of Findings
- 5.2Conclusion: Comparative Efficacy Across Practice Sizes
- 5.3Contribution to Knowledge: Practical and Theoretical Implications
- 5.4Recommendations for Practice, Policy, and Education
- 5.5Suggestions for Further Studies
Thesis Abstract
Antimicrobial use in veterinary medicine is acknowledged as a pivotal factor in shaping antimicrobial resistance trends, yet practices and outcomes may differ markedly between small-animal and large-animal contexts due to diverse patient populations, disease profiles, and stewardship infrastructures. This study addresses the problem of inconsistent antimicrobial stewardship between small- and large-animal practices and its implications for treatment efficacy, resistance selection, and economic impact on clients and clinics. The aim is to compare the efficacy of antimicrobial practices across these practice types and identify actionable determinants of optimal outcomes. Specific objectives are (1) to quantify antimicrobial prescription patterns, compliance with guidelines, and duration of therapy in small- vs. large-animal clinics; (2) to evaluate clinical outcomes including treatment success rate, relapse, and adverse events; (3) to assess antimicrobial resistance trends in contemporaneous isolates from treated cases; (4) to identify contextual factors (training, access to diagnostics, client expectations) influencing stewardship decisions; and (5) to develop a framework for harmonizing best practices across practice types. A cross-sectional comparative design will be employed, nested within a prospective cohort component for outcome tracking. The population comprises registered veterinarians and their caseloads in 60 clinics (30 small-animal and 30 large-animal) across five regions with established diagnostic laboratories. A stratified random sampling approach will yield 300 veterinarian respondents and 1,800 patient cases (900 small-animal and 900 large-animal) over a 12-month period. Data collection will combine structured veterinarian surveys, patient record audits, and laboratory data from partner diagnostic centers. Instruments include a validated antimicrobial stewardship questionnaire, a case-level data abstraction form capturing diagnosis, treatment regimens, duration, de-escalation practices, and outcome indicators, and a microbiology reporting template. Instrument validity will be established through expert panel review and pilot testing (n=20). Reliability will be assessed with Cronbach’s alpha for the survey (target ?0.80) and inter-rater agreement (Cohen’s kappa ?0.70) for record abstractions. Data analysis will proceed in stages. Descriptive statistics will summarize prescription patterns, duration, and outcome frequencies by practice type. Inferential analyses will include multivariable logistic regression to identify predictors of treatment success and relapse, controlling for species, ailment category, and severity. Generalized linear mixed models will account for clustering at clinic and region levels. Differences in guideline adherence and de-escalation rates will be tested using chi-squared tests and ANOVA where appropriate. Time-to-event analyses (Kaplan-Meier) will examine relapse-free survival. Microbiological data will be analyzed to track resistance trends via proportion tests and logistic regression linking stewardship practices to resistance outcomes. A theoretical framework combining the Theory of Planned Behavior and the Diffusion of Innovations will be used to interpret determinants of stewardship behavior, with thematic analysis of interview data (if conducted) to triangulate quantitative findings. Expected findings include higher guideline-concordant prescribing in small-animal clinics due to routine diagnostic workflows, and greater reliance on broad-spectrum agents in large-animal practices driven by field constraints. It is anticipated that de-escalation and targeted therapy will correlate with higher clinical success and lower relapse rates, while clinics with rapid diagnostic access will demonstrate improved outcomes and reduced resistance indicators. The study will contribute to knowledge by quantifying cross-practice differences, identifying modifiable factors underpinning antimicrobial stewardship, and proposing a harmonized framework for cross-setting best practices. The study will advance the understanding of how antimicrobial practices influence treatment efficacy and resistance dynamics in veterinary medicine, offering evidence-based recommendations for policy makers, veterinary associations, and practitioners. It will advocate for standardized stewardship metrics, enhanced access to diagnostics, and targeted continuing education to bridge gaps between small- and large-animal practices. The main conclusion is that harmonizing stewardship practices across practice types, with emphasis on timely de-escalation, diagnostic-supported decisions, and adherence to guidelines, will improve treatment outcomes and mitigate resistance emergence. Recommendations include development of cross-sector stewardship guidelines, investment in rapid diagnostic capabilities, regionally tailored continuing education, and routine monitoring of prescription patterns and resistance trends.
Thesis Overview
This research investigates how antimicrobial practices differ in treating diseases in small animal clinics (pets, companion animals) versus large animal settings (livestock, horses), and how these practices influence treatment outcomes and antimicrobial resistance risk. It matters because inappropriate or inconsistent antimicrobial use can drive resistance, compromise animal health, and affect public health through spillover to humans. The study addresses gaps in understanding the relative efficacy and stewardship effectiveness across practice scales, where patient populations, diagnostic resources, and prescribing pressures differ.
What the researcher will do
- Define the comparative scope: small versus large animal primary care practices within a defined geographic region.
- Develop a cross-sectional design with retrospective record review and prospective data collection to capture current practices and outcomes.
- Population and sampling: include licensed clinicians and their case records from 40 small-animal clinics and 40 large-animal clinics, selecting 100 antimicrobial prescriptions per practice type for a total sample of about 8,000 records (adjustable based on feasibility).
- Data collection instruments: standardized data extraction forms for medical records, clinician questionnaires on stewardship attitudes, and short surveys on practice resources.
- Variables: antimicrobial choice, dosage, duration, indication, diagnostic support, culture and sensitivity use, treatment outcomes, recurrence, and 30-day adverse events; stewardship indicators such as adherence to guidelines and de-escalation.
- Validity and reliability: pilot test extraction forms; train coders; calculate inter-rater reliability (Cohen’s kappa) aiming for ? ? 0.70; use pretested questionnaires.
- Data analysis: descriptive statistics to summarize practices; chi-square tests and t-tests to compare categories; multivariate logistic regression to identify predictors of guideline-concordant prescribing and successful outcomes; subgroup analyses by species and practice type.
- Ethical considerations: secure client data, de-identify records, obtain necessary institutional approvals.
Expected contribution and outcomes
- A clearer picture of how antimicrobial prescribing differs by practice scale, and which factors promote or hinder effective treatment and stewardship.
- Identification of gaps in guideline adherence and diagnostic support across settings, informing targeted interventions.
- Practical recommendations for policy-makers, veterinary educators, and clinicians to harmonize antimicrobial-use practices and reduce resistance risk while preserving animal health.