Project – Mobile-Based Agricultural Information and Decision-Making among Smallholder Farmers: A Study of Rice Farmers in Ebonyi Local Government Area, Ebonyi State.

CHAPTER ONE

INTRODUCTION

1.1 Background of the Study

Agriculture remains an important component of the Nigerian economy and a major source of livelihood for rural households. Beyond providing food, the agricultural sector contributes to employment, household income, raw materials and rural economic activity. Smallholder farmers constitute an important part of this production system, particularly in the cultivation of food crops such as rice, cassava, maize and yam. However, the productivity and welfare of smallholder farmers are influenced not only by access to land, labour, finance and farm inputs but also by access to accurate, timely and usable agricultural information. Information enables farmers to make decisions concerning planting dates, varieties, fertilizer application, pest and disease control, harvesting, storage and marketing. Consequently, improvements in agricultural information systems have implications for the productivity and resilience of smallholder farming households (FAO, 2023).

The importance of agricultural information derives from the fact that farming is an information-intensive activity. Farmers continuously make decisions under conditions of uncertainty concerning weather, pests, diseases, input prices, market prices, production technologies and consumer demand. When farmers lack relevant information, they may make decisions based largely on experience, informal advice or traditional practices, some of which may no longer be appropriate under changing environmental and market conditions. Agricultural extension has historically served as a major mechanism for transferring improved agricultural knowledge from researchers and technical institutions to farmers. However, limitations in extension coverage, distance between farmers and extension personnel, inadequate personnel and resource constraints can restrict the frequency and quality of face-to-face extension contacts (FAO, 2023).

The emergence of information and communication technologies (ICTs) has created new possibilities for overcoming some of these information constraints. Mobile phones in particular have become increasingly relevant to agricultural communication because they can facilitate relatively rapid exchange of information between farmers, extension personnel, researchers, input suppliers, traders and other agricultural actors. Unlike conventional extension methods that often require physical meetings, mobile-based communication can allow information to reach farmers without requiring either party to travel long distances. Mobile technology therefore provides a potentially important mechanism for improving the speed, accessibility and flexibility of agricultural information delivery (Aker & Mbiti, 2010).

Mobile-based agricultural information refers broadly to agricultural knowledge, advice, alerts, prices, weather information, production recommendations and other farm-related information accessed or exchanged through mobile phones and related applications. Such information may be delivered through voice calls, text messages, interactive voice response systems, social-media platforms, mobile applications and other digital advisory services. The Food and Agriculture Organization (FAO, 2023) observes that digital agricultural extension and advisory services have the potential to improve the accessibility, delivery, scope and impact of agricultural information for smallholder farmers, although unequal digital access and limited digital skills may constrain their benefits.

The significance of mobile technology is particularly relevant to smallholder farmers because they frequently operate within environments characterized by limited formal agricultural information services. A farmer who can communicate with an extension agent through a mobile phone may obtain advice about a pest outbreak, fertilizer application or planting decision more quickly than a farmer who has to wait for a physical extension visit. Similarly, a farmer who receives market information through a mobile platform may have a better basis for deciding where and when to sell farm produce. Thus, mobile technology can potentially transform agricultural information from a scarce and delayed resource into a more accessible input for farm management decisions (Aker & Mbiti, 2010; FAO, 2023).

Evidence from Nigeria demonstrates that mobile phones are already relevant to agricultural information exchange. Nwokoye, Oyim, Dimnwobi and Ekesiobi (2019), in a study of rice farmers in Ebonyi State, found that awareness, education, income, age, training and the cost of ICT devices were among the factors associated with ICT adoption. The study also reported that farmers who adopted ICT experienced income improvements, while cost and ease of use were important considerations in ICT adoption. These findings suggest that access to digital technology alone does not guarantee effective agricultural information use; farmers’ socioeconomic characteristics and capacity to use the technology also matter.

The relevance of mobile communication is also reflected in the activities of agricultural extension personnel in Ebonyi State. Eze, Ezeh and Eze (2020/2021) examined the use of mobile phone applications by extension agents in the Ebonyi State Agricultural Development Programme and found that applications such as WhatsApp and Facebook were being used in extension service delivery. The study further identified lowland rice production among the major production packages communicated through mobile applications. This indicates that mobile communication is not merely a social communication tool but has increasingly become part of agricultural extension practice in the state.

The usefulness of mobile phones in agricultural communication is not restricted to sophisticated smartphones. Basic voice communication can also be valuable where farmers have limited literacy, limited internet access or difficulty operating smartphone applications. Mobile voice communication can facilitate the transmission of agricultural production information in relatively simple and understandable forms. This is important in rural agricultural environments where digital literacy and internet connectivity may vary substantially among farmers. Therefore, research on mobile-based agricultural information needs to consider different forms of mobile use rather than equating mobile agriculture exclusively with smartphone applications.

Studies from Nigeria have also identified important constraints to mobile-based agricultural information use. A 2021 study of farmers in North-West Nigeria found that farmers generally had positive attitudes towards mobile phone applications, but identified high phone costs, poor network coverage, inadequate electricity, expensive airtime and difficulties in operating some applications as important constraints. The findings demonstrate that technological availability and technological usability are separate issues. A mobile service may exist, yet farmers may not benefit from it if network, electricity, affordability or digital-literacy barriers prevent effective use (Abdullahi et al., 2021).

These challenges are relevant to the wider Nigerian agricultural system because rural farmers may operate in locations where electricity supply and internet connectivity are inconsistent. The digital divide can therefore affect who receives agricultural information, how frequently the information is received and whether the information can be acted upon. FAO (2023) similarly notes that the benefits of digital agricultural extension services are not equally distributed because of disparities between rural and urban areas, gender differences, socioeconomic conditions and variations in digital skills. Consequently, mobile agriculture should not be assessed simply in terms of ownership of a phone but in terms of meaningful access, frequency of use, quality of information and the ability to apply that information.

Agricultural information becomes especially important when farmers are required to make decisions under changing climatic conditions. Climate variability can affect planting dates, rainfall expectations, flooding, drought, crop diseases and harvesting decisions. In Ebonyi State, research among rice farmers has shown that ownership of mobile phones was widespread and was associated with access to information relevant to climate-change perception and adaptation. In one study, about 91% of sampled rice farmers owned mobile phones, while mobile-phone ownership was among the factors considered in understanding farmers’ access to information and responses to climatic conditions (Ume et al., 2021).

Another study of climate information services among farmers in Ebonyi State reported that a large majority of farmers accessed climate information and that mobile-phone ownership, extension contact, training and other socioeconomic characteristics influenced access and utilization. Importantly, the study found that the use of climate information in planning agricultural activities was associated with improved yields for rice, maize and cassava. This illustrates the connection between information access and practical agricultural decision-making: information is valuable not merely because farmers possess it, but because it can influence decisions about production activities (Ume et al., 2023).

Rice is particularly important in this context because it is both a major food crop and an important source of livelihood in Ebonyi State. Ebonyi has long been recognized as one of Nigeria’s important rice-producing states, with rice cultivated under both upland and lowland/swamp production systems. Research on rice production in the state has consistently highlighted productivity challenges, including inefficient use of production resources, input constraints and agronomic limitations (Ogbodo et al., 2014).

The economic importance of rice in Ebonyi State creates a strong basis for examining how information influences farmers’ decisions. Rice farmers must make several decisions throughout the production cycle, including selection of varieties, land preparation, planting dates, fertilizer application, weed control, pest and disease management, harvesting and marketing. The quality of these decisions can affect production costs, yields, income and household food security. Consequently, information that enables farmers to make better-informed choices can be regarded as an important component of agricultural production.

The information needs of rice farmers are also becoming more complex because agricultural production is affected by market and environmental uncertainties. Farmers need information not only on production technologies but also on weather forecasts, input availability and prices, disease outbreaks, improved varieties, credit opportunities and market conditions. Traditional interpersonal sources of information remain important, but mobile communication may complement these sources by providing more rapid and geographically flexible communication. This combination of conventional and digital information channels can potentially strengthen farmers’ decision-making capacity.

Evidence from Ebonyi State increasingly supports the relevance of mobile-based agricultural advisory services specifically for rice farmers. A recent study by Abioye et al. (2025) examined adoption of the RiceAdvice mobile application among 795 smallholder rice farmers in Ebonyi State. The researchers reported that adoption of the mobile agricultural advisory technology significantly increased rice yields, with adopters recording an average yield advantage of 1,907 kg per hectare compared with non-adopters. The study further found that training, access to extension services, smartphone ownership, farming experience, household characteristics and seed entrepreneurship influenced adoption.

The findings of Abioye et al. (2025) are particularly important because they move the discussion beyond the assumption that mobile technology is merely a communication convenience. Their evidence suggests that a mobile agricultural advisory tool can have measurable production consequences when farmers actually adopt and use the information supplied through the technology. At the same time, the study demonstrates that technology adoption is influenced by human and institutional factors. Training, extension contact and smartphone ownership were important, indicating that mobile agricultural information works most effectively when technological access is supported by appropriate capacity and extension structures.

A related 2025 study on digital advisory systems for Nigerian rice farmers also emphasized the potential of mobile-based expert systems to address gaps in agricultural extension. The researchers described uneven distribution of extension services as a continuing challenge and examined mobile expert systems as a socio-technical mechanism for providing agricultural knowledge to farmers in resource-constrained rural environments. This reinforces the argument that mobile agricultural information should be considered alongside, rather than necessarily as a replacement for, conventional extension services (Africa, Oyefolahan & Joseph, 2025).

The concept of decision-making is central to the present study because access to information does not automatically translate into action. Farmers receive information, interpret it, compare it with existing knowledge and circumstances, and then decide whether or not to use it. For example, a rice farmer may receive information about improved seed varieties but decide not to adopt them because of cost. Another farmer may receive information about fertilizer application but modify the recommendation according to soil conditions, available resources or previous experience. Therefore, the relationship between mobile-based information and decision-making is likely to depend on how farmers perceive, evaluate and apply information.

Decision-making in agriculture is also influenced by farmers’ accumulated knowledge and experience. Experienced farmers may have developed practical knowledge that enables them to evaluate information from multiple sources. Younger or less experienced farmers may depend more heavily on extension agents, fellow farmers or digital sources. Education and digital literacy may likewise influence farmers’ ability to interpret written messages, navigate mobile applications or distinguish reliable information from misleading information. Nwokoye et al. (2019) found education, training and farmers’ perceptions to be relevant to ICT adoption among rice farmers in Ebonyi State, supporting the importance of these human-capital factors.

Trust is another important dimension of mobile-based agricultural information. Farmers may be reluctant to act on information if they do not trust its source or if previous information has proven unreliable. Information from recognized extension personnel, research institutions, government agencies or established agricultural advisory platforms may carry greater credibility than unverified information circulated through informal social-media networks. The usefulness of mobile agricultural information therefore depends not only on speed but also on accuracy, relevance, timeliness and credibility.

The language and format of information can also determine whether farmers are able to use it effectively. Agricultural information that is highly technical or delivered in a language unfamiliar to farmers may not produce the desired decision-making outcome. Mobile communication can potentially overcome some of these challenges by allowing information to be delivered through voice, text, video or interactive applications. Such flexibility may be particularly important for farmers with different levels of formal education and digital literacy.

The role of mobile technology can further extend to agricultural marketing. Farmers may use mobile phones to communicate with traders, compare prices, negotiate transactions, locate buyers and coordinate transportation. Such functions can influence decisions about when and where to sell produce. Mobile phones can therefore affect agricultural decision-making beyond the production stage and into the marketing and commercialization of farm products. Research on mobile phone use for agribusiness in Nigeria has associated mobile-phone use with reduced transaction and transportation costs and improved farm productivity, while inadequate electricity supply remained a constraint (Aker & Mbiti, 2010; Olaniyi et al., 2017).

Smallholder rice farmers in Ebonyi Local Government Area operate within this wider agricultural and technological environment. Their decisions are likely to be affected by access to extension personnel, farmer associations, fellow farmers, markets, weather information, input suppliers and mobile communication. However, statewide findings cannot automatically be assumed to describe the experiences of rice farmers in every Local Government Area. Differences in network coverage, access to extension services, education, income, farm size, market proximity and digital literacy may produce differences in how farmers use mobile agricultural information.

This creates an important reason for conducting a localized study among rice farmers in Ebonyi Local Government Area. Existing studies have provided valuable evidence at the level of Ebonyi State, including research on ICT adoption among rice farmers, mobile applications used by extension agents, climate information services and the adoption of RiceAdvice. However, these studies have generally examined the state as a whole or have focused on specific aspects such as technology adoption, productivity or climate information. The question of how mobile-based agricultural information relates specifically to the everyday decision-making of rice farmers in Ebonyi Local Government Area requires further empirical attention.

The present study therefore focuses on mobile-based agricultural information and decision-making among smallholder rice farmers in Ebonyi Local Government Area, Ebonyi State. It seeks to examine the extent to which rice farmers access and use mobile-based agricultural information, the major sources and forms of information received through mobile devices, the agricultural decisions influenced by such information, and the challenges that constrain effective use. By focusing on a specific Local Government Area, the study is expected to provide context-specific evidence that can complement broader findings from Ebonyi State.

The study is also important because mobile agricultural information should be understood as part of a broader agricultural information ecosystem. Farmers rarely depend on one information source alone. They may combine advice from extension agents with information from fellow farmers, radio, television, agricultural input dealers, traders and digital platforms. Understanding the place of mobile information within this combination is therefore important for designing agricultural extension strategies that reflect farmers’ actual communication behaviour.

Ultimately, effective agricultural development requires more than supplying farmers with physical inputs. Farmers need knowledge that helps them determine how, when and where to use those inputs. Mobile technology offers an opportunity to strengthen this knowledge component by making agricultural information more accessible and potentially more timely. Nevertheless, the benefits of such technology depend on affordability, network availability, digital skills, quality of information, farmer trust and the ability to translate information into practical decisions (FAO, 2023).

Against this background, the study investigates Mobile-Based Agricultural Information and Decision-Making among Smallholder Farmers: A Study of Rice Farmers in Ebonyi Local Government Area, Ebonyi State. The study is designed to establish whether access to and utilization of mobile-based agricultural information are associated with the quality and frequency of agricultural decisions made by rice farmers within the study area.

1.2 Statement of the Problem

Smallholder farmers require reliable and timely information to make appropriate decisions throughout the agricultural production cycle. Rice farmers, in particular, must continuously make decisions concerning land preparation, variety selection, planting dates, fertilizer application, pest and disease control, harvesting, storage and marketing. When appropriate information is unavailable or arrives too late, farmers may rely on experience, assumptions or informal information, which may not always correspond with current agronomic, environmental or market conditions. This situation can contribute to inefficient use of inputs, avoidable production losses and reduced farm profitability (Ogbodo et al., 2014).

The conventional agricultural extension system has historically been expected to address farmers’ information needs. However, face-to-face extension delivery can be constrained by inadequate extension personnel, large farmer populations, transportation difficulties, geographical distance and limited institutional resources. Such limitations can make it difficult for farmers to receive frequent and timely technical advice. Digital and mobile communication technologies have therefore attracted increasing attention as mechanisms for complementing conventional extension services (FAO, 2023).

Mobile phones have become increasingly accessible to farmers, creating opportunities for the rapid exchange of agricultural information. However, phone ownership alone does not necessarily mean that farmers use their devices for agricultural purposes. Nwokoye et al. (2019) found that although awareness of ICT was relatively high among rice farmers in Ebonyi State, actual use for agricultural purposes was considerably lower. Their findings indicate a potential gap between access to technology and meaningful agricultural utilization of technology.

The existence of this gap raises an important concern for agricultural development. If farmers possess mobile phones but do not use them to obtain relevant agricultural information, the potential contribution of mobile technology to agricultural decision-making may remain unrealized. Conversely, even when farmers use mobile devices to access agricultural information, the information may not necessarily be accurate, timely, understandable or relevant to their particular farming circumstances.

There is also evidence that farmers face substantial barriers to the effective use of mobile applications. Research among Nigerian farmers has identified high costs of mobile devices, poor network coverage, inadequate electricity supply, high airtime costs and difficulty operating applications as constraints to mobile-based agricultural information sharing. These constraints may reduce the frequency with which farmers access agricultural information and may discourage continued use of mobile advisory services (Abdullahi et al., 2021).

In Ebonyi State, the problem is particularly important because rice production is a major agricultural activity. Rice farmers require information relating to improved varieties, fertilizer use, pest and disease management, weather conditions, climate adaptation and market opportunities. Existing research has shown that rice productivity in the state remains affected by production constraints and inefficient use of production resources (Ogbodo et al., 2014). The availability of relevant information could help farmers improve some of these decisions, but the extent to which mobile-based information is actually being incorporated into farmers’ decisions at the local level remains insufficiently established.

Evidence from Ebonyi State suggests that mobile technology has significant potential. Ume et al. (2021) found high levels of mobile-phone ownership among rice farmers and identified mobile ownership as one of the factors associated with farmers’ access to information relevant to climate-change perception. Similarly, research on climate information services found that the use of information in farm planning was associated with improved crop yields.

Nevertheless, access to information and use of information are not necessarily the same thing. A farmer may receive a weather alert but fail to change the planting date. A farmer may receive information about an improved seed variety but continue using a traditional variety because of cost or availability. A farmer may obtain information on fertilizer application but disregard it because of previous experience or distrust of the information source. The central problem, therefore, is not merely whether mobile agricultural information reaches farmers but whether farmers use that information in making practical agricultural decisions.

The problem is further demonstrated by the recent evidence on RiceAdvice in Ebonyi State. Abioye et al. (2025) found that adoption of RiceAdvice among 795 smallholder rice farmers was associated with a substantial increase in rice yields and that training, extension access and smartphone ownership influenced adoption. While these findings establish the potential productivity benefits of mobile agricultural advisory services, they do not fully explain how farmers’ day-to-day decision-making is shaped by mobile information at the Local Government Area level.

There is consequently a need to distinguish between mobile agricultural information access, mobile information utilization and agricultural decision-making. These are related but conceptually different issues. A farmer may have access to a mobile phone without using it for agriculture; may receive agricultural information without understanding it; or may understand the information without applying it. A meaningful assessment of mobile agriculture should therefore examine the entire process from access to utilization and subsequent decision-making.

Another problem concerns the sources and types of information available to farmers through mobile devices. Mobile agricultural information may come from extension agents, government agencies, agricultural applications, farmer associations, traders, input dealers, fellow farmers, social-media groups or informal contacts. These sources may differ in accuracy and reliability. Without adequate knowledge of which sources farmers rely upon, it becomes difficult to determine whether mobile communication is actually strengthening farmers’ access to dependable agricultural knowledge.

Digital literacy is also a potential constraint. Farmers differ in age, educational attainment, farming experience and familiarity with digital technologies. Some farmers may be comfortable using smartphones, social-media platforms and agricultural applications, while others may rely mainly on voice calls. FAO (2023) emphasizes that limited digital skills can restrict the uptake of digital agricultural extension services among smallholder farmers. This suggests that interventions based on sophisticated digital platforms may exclude farmers who have limited digital literacy unless appropriate training and user-friendly systems are provided.

The problem is further complicated by the digital divide between farmers with reliable network and electricity access and those without such facilities. Mobile agricultural information may be particularly useful during periods when timely information is most needed, such as planting seasons, pest outbreaks or sudden weather changes. Yet network failure, inadequate electricity or inability to afford airtime or data can prevent farmers from accessing information at precisely the time when it is most valuable.

There is also a concern about information quality. The growth of social-media platforms has increased the amount of agricultural information available to farmers, but not all information circulating through digital platforms is professionally verified. Farmers may encounter contradictory advice concerning fertilizers, pesticides, planting practices or disease management. Without mechanisms for verifying information, the increased volume of information may not necessarily result in improved decisions. The issue therefore extends beyond information quantity to information quality and credibility.

Furthermore, most existing studies concerning ICT and agriculture in Ebonyi State have focused on broad technology adoption, climate information, productivity or extension delivery. Nwokoye et al. (2019), for example, examined socioeconomic determinants of ICT adoption among rice farmers in Ebonyi State, while Eze et al. examined mobile applications from the perspective of agricultural extension agents. More recent work has examined RiceAdvice adoption and productivity among rice farmers across Ebonyi State.

Although these studies provide important evidence, there remains a need for a more localized examination of the relationship between mobile-based agricultural information and farmers’ decision-making. Findings obtained from a state-wide sample may conceal important differences among Local Government Areas. Local variations in network quality, extension access, farmer education, farm characteristics, market access and digital literacy can influence how farmers use mobile information.

Ebonyi Local Government Area provides a relevant context for examining this issue because rice farming forms part of the broader agricultural economy of Ebonyi State. Yet the available literature does not sufficiently establish how smallholder rice farmers within the Local Government Area obtain agricultural information through mobile devices, what types of information they receive, how frequently they use such information, and whether it influences specific production and marketing decisions.

The absence of this localized evidence creates a practical problem for extension planners, agricultural development agencies and policymakers. If mobile-based agricultural information is shown to influence farmers’ decisions positively, there would be justification for strengthening mobile extension platforms, farmer training and digital advisory services. If major barriers are identified, interventions can be designed to address those barriers rather than simply increasing the supply of digital information.

There is therefore a research problem concerning the extent to which mobile-based agricultural information contributes to decision-making among smallholder rice farmers in Ebonyi Local Government Area. The study seeks to address this problem by examining farmers’ access to mobile-based agricultural information, the forms and sources of such information, the extent to which farmers utilize it, the agricultural decisions influenced by it, and the constraints affecting its effective use.

1.3 Purpose of the Study

The general purpose of this study is to examine mobile-based agricultural information and decision-making among smallholder farmers, with particular reference to rice farmers in Ebonyi Local Government Area, Ebonyi State.

Specifically, the study seeks to:

1. determine the extent to which smallholder rice farmers in Ebonyi Local Government Area have access to mobile-based agricultural information;
2. identify the major types and sources of agricultural information accessed by rice farmers through mobile devices;
3. examine the frequency with which rice farmers utilize mobile phones and mobile-based platforms for obtaining agricultural information;
4. determine the extent to which mobile-based agricultural information influences farmers’ production decisions concerning rice cultivation

1.4 Research Questions

The following research questions will guide the study:

1. To what extent do smallholder rice farmers in Ebonyi Local Government Area have access to mobile-based agricultural information?
2. What are the major types and sources of agricultural information accessed by rice farmers through mobile devices?
3. How frequently do rice farmers utilize mobile phones and mobile-based platforms to obtain agricultural information?
4. To what extent does mobile-based agricultural information influence farmers’ production decisions concerning rice cultivation?

1.5 Research Hypothesis

The following null hypothesis will be tested at the 0.05 level of significance:

H₀: There is no significant relationship between the utilization of mobile-based agricultural information and agricultural decision-making among smallholder rice farmers in Ebonyi Local Government Area, Ebonyi State.

1.6 Significance of the Study

The study will be significant to smallholder rice farmers because it will provide evidence concerning the usefulness of mobile phones and mobile-based agricultural information in farm decision-making. The findings may help farmers recognize appropriate ways of using mobile technologies to obtain information on production, climate, inputs, pests, diseases and markets.

The study will also be useful to agricultural extension personnel. By identifying the types of information farmers seek through mobile devices and the barriers they encounter, extension workers may be better positioned to design communication strategies that combine face-to-face extension with mobile-based advisory services. This is consistent with evidence that mobile applications are already being used by extension personnel in Ebonyi State.

The findings will be relevant to government agricultural agencies, particularly those responsible for agricultural development and extension services. The evidence may assist policymakers in determining whether investments in mobile agricultural advisory systems, digital training and farmer communication platforms are reaching intended beneficiaries.

The study will be significant to agricultural technology developers and digital advisory service providers. Information about farmers’ preferred channels, information needs and challenges can assist in designing more accessible and user-friendly agricultural applications and communication systems. This is particularly relevant given evidence that smartphone ownership, training and extension access influence adoption of mobile agricultural advisory technologies among rice farmers in Ebonyi State (Abioye et al., 2025).

The study will benefit agricultural extension researchers and academics by contributing localized empirical evidence to the literature on ICT, mobile agriculture, agricultural information and farmer decision-making. It will complement existing state-level studies by focusing specifically on rice farmers within Ebonyi Local Government Area.

The study may also be useful to development organizations and non-governmental organizations involved in agricultural development. Such organizations may use the findings to design digital agricultural information interventions that take account of affordability, network coverage, digital literacy and the information preferences of smallholder farmers.

Finally, the study will serve as a useful reference for future researchers who may wish to examine mobile agricultural information in other crops, Local Government Areas or states. It may also provide a basis for comparative studies between farmers who use mobile agricultural advisory systems and those who depend primarily on conventional sources of agricultural information.

1.7 Scope of the Study

The study focuses on Mobile-Based Agricultural Information and Decision-Making among Smallholder Farmers, with particular emphasis on rice farmers in Ebonyi Local Government Area, Ebonyi State.

The content scope covers access to mobile-based agricultural information, sources and types of information obtained through mobile devices, frequency of mobile information use, utilization of agricultural information, production decision-making, farm-management decisions, marketing decisions and challenges associated with mobile-based agricultural information.

The study is limited to smallholder rice farmers and does not cover large-scale commercial rice producers. The study will focus on mobile-based channels such as voice calls, SMS, WhatsApp and other relevant mobile applications or platforms used by respondents for agricultural information.

Geographically, the study is restricted to selected rice-farming communities within Ebonyi Local Government Area of Ebonyi State.

1.8 Delimitation of the Study

The study is delimited to smallholder rice farmers who actively engage in rice production within the selected communities of Ebonyi Local Government Area. It does not attempt to study all categories of farmers in Ebonyi State.

The study is also delimited to mobile-based agricultural information rather than ICT in its broadest sense. Thus, although radio, television and interpersonal communication may be acknowledged as alternative information sources, they will not constitute the principal focus of the investigation.

Furthermore, the study examines the relationship between mobile-based agricultural information and farmers’ decision-making rather than attempting to establish the total effect of mobile technology on agricultural income, household welfare or poverty reduction.

1.9 Operational Definition of Terms

Agricultural Information: Knowledge, advice, recommendations, alerts, prices, forecasts and other information relating to agricultural production, farm management and marketing.

Decision-Making: The process through which rice farmers select among alternative courses of action concerning production, farm management, input use, harvesting and marketing.

Mobile Agricultural Information: Agricultural knowledge and advice obtained, received or exchanged through mobile phones and mobile-enabled platforms.

Mobile Phone: A portable electronic communication device used by farmers to make calls, send messages, access the internet and use mobile applications for agricultural and other purposes.

Mobile-Based Agricultural Advisory Services: Agricultural extension or advisory services delivered through mobile phones, including applications, text messages, voice services and other digital communication channels.

Smallholder Farmer: A farmer operating a relatively small-scale agricultural enterprise, generally characterized by limited land, capital and production resources compared with large commercial farming operations.

Rice Farmer: An individual who cultivates rice as part or all of his or her agricultural production activity.

Mobile Information Utilization: The extent to which farmers access, understand, evaluate and apply agricultural information obtained through mobile devices in making farm-related decisions.

Agricultural Decision-Making: Farmers’ choices concerning activities such as land preparation, variety selection, planting, fertilizer application, pest and disease management, harvesting, storage and marketing.

Digital Literacy: The ability of a farmer to access, understand, evaluate and appropriately use information and communication technologies for relevant purposes.

Agricultural Extension: The organized process of providing farmers with knowledge, technical advice and support intended to improve agricultural practices and outcomes.

Ebonyi Local Government Area: The Local Government Area in Ebonyi State that constitutes the geographical setting within which the selected rice farmers for this study will be investigated.

Project – Mobile-Based Agricultural Information and Decision-Making among Smallholder Farmers: A Study of Rice Farmers in Ebonyi Local Government Area, Ebonyi State.