Infographic design principles for effective agricultural extension communication among smallholder farming communities
Abstract
Agricultural extension has traditionally relied on text-heavy materials that assume high literacy, yet many farming communities respond more readily to visual communication. This research identified and tested evidence-based infographic design principles for agricultural extension across three Baltic and two East African countries. A sequential explanatory design first surveyed 316 extension professionals and farmers on design element preferences, then experimentally tested 12 infographic prototypes varying in visual hierarchy, color coding, icon use, and cultural elements with 184 smallholder participants between June 2022 and September 2023. Visual hierarchy and cultural relevance emerged as the strongest predictors of both knowledge retention (r = 0.72 and r = 0.68 respectively, p<0.001) and reported intention to change farming behavior. Infographics designed using the identified principles produced 47.3% higher knowledge retention compared to conventional text leaflets. Color-coded information organized in clear visual hierarchies outperformed all other design combinations. The resulting design framework comprises 12 evidence-based principles organized across visual, content, and cultural dimensions.
Full Text
Tables and figures are in the full-text PDF.
Introduction
An estimated 750 million adults worldwide cannot read at a functional level, and among rural farming populations in developing countries, functional illiteracy rates often exceed 40% [1] . Yet the dominant mode of extension communication, printed bulletins, technical guides, and advisory leaflets, assumes a reading proficiency that many intended recipients lack [2] . This mismatch between communication design and audience capacity represents one of the most persistent barriers to effective knowledge transfer in agricultural extension [3] . Infographics, visual representations that combine imagery, data visualization, and minimal text to convey information quickly and memorably, offer an alternative that has transformed communication in health, journalism, and marketing but remains underexplored in agricultural extension [4] . The limited research that exists suggests farmers retain visual agricultural messages more effectively than textual ones, but systematic evidence on which specific design elements drive effectiveness is lacking [5,6] . Most existing extension infographics are designed based on aesthetic intuition rather than empirical evidence about what works for farming audiences. This research addressed this gap by: (a) identifying which infographic design elements extension professionals and farmers rate as most important for agricultural communication; (b) experimentally testing prototypes varying in key design dimensions; and (c) developing an evidence-based design framework applicable across diverse agricultural contexts [7,8] .
Theoretical Framework
Two theoretical perspectives informed this research. Dual coding theory posits that information processed through both verbal and visual channels simultaneously is retained more effectively than information processed through either channel alone [9] . Applied to extension materials, this predicts that infographics combining relevant imagery with targeted text will outperform text-only or image-only formats. The elaboration likelihood model distinguishes central processing (careful argument evaluation) from peripheral processing (reliance on surface cues like visual appeal) [10] . For audiences with lower literacy or limited topic familiarity, peripheral processing pathways become more important, making design elements that facilitate quick comprehension, like clear hierarchy and familiar icons, especially valuable in extension contexts.
Materials and Methods
Instrument Development:
The knowledge retention assessment used a 15-item pictorial recognition and recall test administered 72 hours after exposure to extension materials. Items tested factual recall (5 items), procedural understanding (5 items), and application judgment (5 items). Pilot testing with 24 farmers yielded Cronbach alpha = 0.82.
The design preference scale contained 21 items rated on a 5point visual analog scale, with expert panel validation (CVI = 0.87) and pilot reliability of alpha = 0.84. Behavior change intention was measured through 8 items adapted from the theory of planned behavior framework (alpha = 0.79).
Methods: Phase 1 data were analyzed using descriptive statistics and Spearman correlations between design element ratings and effectiveness perceptions. Phase 2 used a between-subjects experimental design with random assignment to infographic or text leaflet conditions. Independent t-tests compared retention scores between conditions. Multiple regression identified which design elements predicted retention and preference outcomes. Qualitative feedback from 6 focus groups (3 per country) provided interpretive context. All analyses used SPSS 28.0 at p<0.05. Extension professionals and farmers showed divergent priorities: professionals valued visual hierarchy and data visualization most highly, while farmers prioritized cultural relevance and low text density. All seven design elements correlated significantly with knowledge retention. Infographic prototypes outperformed conventional text leaflets across all three knowledge domains. The overall retention advantage of 22.5 percentage points translates to 47.3% higher retention relative to the text leaflet baseline. Procedural understanding showed the largest absolute difference.
Results
Comprehensive Interpretation
The radar chart reveals that no single design element dominates across all three outcome measures. Visual hierarchy scored highest for knowledge retention, color coding for farmer preference, and cultural relevance for behavior change intention. This pattern suggests that effective extension infographics require balanced attention to multiple design dimensions rather than optimization of any single element. Focus group discussions confirmed that culturally relevant imagery, particularly recognizable crops, landscapes, and clothing, created immediate engagement that abstract or generic visuals failed to achieve.
Discussion
The 47.3% retention advantage for infographics over text leaflets provides strong empirical support for shifting extension communication toward more visual formats [4,9] . This effect size exceeds those reported in health communication research, possibly because the information gap between visual and textual comprehension is wider among farming audiences with lower average literacy [1,11] . The finding aligns with dual coding theory: when visual and www.extensionjournal.com verbal channels work together, encoding is strengthened and recall improves [9] . The divergence between extension professional and farmer priorities is practically significant. Professionals emphasized design sophistication like data visualization and hierarchy, while farmers valued cultural relevance and minimal text more highly [12] . This suggests that infographics designed primarily by communication specialists without farmer input may optimize for the wrong dimensions. The strongest prototypes in experimental testing were those that combined professional design quality with culturally grounded content, confirming that both perspectives are needed [13] .
Cultural relevance emerging as the strongest predictor of behavior change intention, even surpassing visual hierarchy, underscores that extension communication is not just information delivery; it is a social act embedded in cultural context [14,15] . Infographics depicting farming scenarios recognizable to the viewer may trigger identification and self-referential processing that generic materials cannot, regardless of their visual sophistication.
Practical Applications
The 12-principle design framework offers actionable guidance for extension material developers. At the visual level, designers should establish clear information hierarchies using size, position, and color contrast; limit color palettes to 3-4 colors; and maintain consistent icon systems throughout materials. At the content level, each infographic should focus on a single key message, use action-oriented language, incorporate local language terms, and anchor numerical information with concrete comparisons. At the cultural level, imagery should depict recognizable crops and practices, include gender-balanced representation, reference seasonal timing familiar to the audience, and situate information within community rather than individual contexts. Extension organizations can implement these principles through design templates that encode the framework into reusable formats, reducing the need for specialized design expertise at the field level.
Conclusion
Evidence-based infographic design produced substantially higher knowledge retention (47.3% improvement) compared to conventional text leaflets among smallholder farmers. Visual hierarchy and cultural relevance were the strongest drivers of effectiveness, though different design elements dominated for different outcome types. Extension professionals and farmers prioritized different design dimensions, highlighting the need for co-design approaches that integrate both professional expertise and audience perspectives.
The resulting 12-principle framework spanning visual, content, and cultural dimensions provides a practical foundation for transforming extension communication materials. As extension services seek to reach diverse farming audiences more effectively, evidence-based visual communication represents an accessible and impactful improvement over traditional text-dependent approaches.
References
- UNESCO. Literacy rates continue to rise from one generation to the next. UNESCO Institute for Statistics Fact Sheet. 2017;45:1-12.
- Leeuwis C, Van den Ban A. Communication for rural innovation: rethinking agricultural extension. Oxford: Blackwell Science; 2004. 412 p.
- Adebayo K, Babu SC. Knowledge driven development: private extension and global lessons. London: Academic Press; 2013. 256 p.
- Lankow J, Ritchie J, Crooks R. Infographics: the power of visual storytelling. New York: John Wiley and Sons; 2012. 264 p.
- Duncombe R. Mobile phones for agricultural and rural development: a literature review and suggestions for future research. European Journal of Development Research. 2016;28(2):213-235.
- Riesenberg LE, Gor CO. Farmers preferences for methods of receiving information on new or innovative farming practices. Journal of Agricultural Education. 1989;30(3):7-13.
- Segel E, Heer J. Narrative visualization: telling stories with data. IEEE Transactions on Visualization and Computer Graphics. 2010;16(6):1139-1148.
- Tufte ER. The visual display of quantitative information. Cheshire: Graphics Press; 2001. 197 p.
- Paivio A. Mental representations: a dual coding approach. New York: Oxford University Press; 1986. 322 p.
- Petty RE, Cacioppo JT. The elaboration likelihood model of persuasion. Advances in Experimental Social Psychology. 1986;19:123-205.
- Houts PS, Doak CC, Doak LG, Loscalzo MJ. The role of pictures in improving health communication: a review of research on attention, comprehension, recall, and adherence. Patient Education and Counseling. 2006;61(2):173-190.
- Lester PM. Visual communication: images with messages. Boston: Cengage Learning; 2013. 504 p. 13. Mefalopulos P. Development communication sourcebook: broadening the boundaries of communication. Washington: World Bank; 2008. 294 p.
- Rogers EM. Diffusion of innovations. New York: Free Press; 2003. 576 p.
- Chambers R. Rural development: putting the last first. London: Routledge; 1983. 246 p.
- Mayer RE. Multimedia learning. Cambridge: Cambridge University Press; 2009. 304 p.
How this paper connects to the literature. Drag to explore, click any node to open that paper.
