ANALYSIS OF CASSAVA PRODUCTION AMONG CREDIT AND NON-CREDIT USERS IN ABIA STATE, NIGERIA

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ABSTRACT

The low scale of production resulting to low output performance of cassava has been related to credit provision, suggesting that cassava farmers do not fully access credit and enjoy the benefit of credit. Hence, the study focused on the Analysis of cassava production among credit and non-credit users in Abia State, Nigeria. The study examined the socio-economic characteristics of cassava farmers, ascertained the amount of credit accessed by credit users, estimated and compared the cost and returns of cassava production among credit and non-credit users, estimate the significant  differences among credit and non-credit user, analyse the determinants of cassava production among credit and non-credit user, and estimated the effect of credit on the productivity of cassava among credit and non-credit users in the study area. A combination of multi-stage, purposive and random sampling procedures was used to select 120 respondents with a well-structured questionnaire. Data collected were analysed with descriptive statistics, cost and return model, z-test model, ordinary least square (OLS) regression model, and chow test model. The result shows a mean age of 46 and 45years for credit and non-credit users respectively.The respondents had farming experience of 19 and 18 years credit and non-credit users respectively, with a mean household size of 6 and 10 persons respectively.The study further revealed that majority 90.00% and 78.33% of credit and non-credit users belonged to cooperative association and about 80% and 69% were married. Analysis of the amount of credit accessed by the credit users cassava farmer shows that microfinance bank had the highest (N510, 95238) credit requested while commercial bank had the highest (N500,000) credit accessed in the study area. The cost and return analysis results indicates that  cassava production is a profitable business. The z-test statistic of showed that the mean value of 2.214 of credit users was significantly different from that of the non-credit users. The regression result shows that age, education, farm size, farm asset, membership of association, transportation cost were significant and positively influenced the performance of the farmers. The chow test result shows that credit had a significant positive and direct effect on the performance of both farmers. The study recommends farmers to form more cooperatives in their farming business in order to enjoy credit facilities and the benefits of large scale production.Policy and programmes on technological, organizational and institutional interventions aimed at promoting cassava production performance in Abia State, should be put in place to improve the performance of cassava production level and the facilitation of credit access to cassava farmers in order to ensure greater output performance at all levels in the study area






TABLE OF CONTENTS

Title Page                                                                                                                                i

Declaration                                                                                                                             ii

Dedication                                                                                                                              iii

Certification                                                                                                                           iv

Acknowledgement                                                                                                                  v

Table of Contents                                                                                                                   vi

List of Tables                                                                                                                          vii

List of Figure                                                                                                                          viii

Abstract                                                                                                                                  ix

 

CHAPTER 1: INTRODUCTION

1.1       Background Information                                                                                            1

1.2       Problem Statement                                                                                                     4

1.3       Research Questions                                                                                                    8

1.4       Objective of the Study                                                                                                8

1.5       Research Hypotheses                                                                                                  8

1.6       Justification of the Study                                                                                            9

1.7        Scope of the Study                                                                                                     10

 

CHAPTER 2: LITERATURE REVIEW

2.1       Conceptual Review                                                                                                     11

2.1.1    The concept of credit and agricultural credit                                                             14

2.1.2    Origin of credit                                                                                                           17

2.1.3    History of credit                                                                                                          17

2.1.4   Classification of agricultural credit                                                                            18

2.2       Concept of Performance                                                                                             21

2.2.1    Review of performance measures and indicators                                                       21

2.2.2    Determinants of output performance                                                                         22

2.2.3    Concept of profitability                                                                                              22

2.4       Theoretical Framework                                                                                              23

2.4.1    Theories of agricultural credit                                                                                    23

2.4.2    Sources of credit for farmers                                                                                      26

2.4.3    Access to credit by cassava farmers                                                                           27

2.4.4    Effect of credit on the income of cassava farmers                                                     30

2.4.5    Design and implementation of agricultural credit schemes                                       31

2.4.6. Theory of agricultural production and productivity                                                     34

2.5       Empirical Literature                                                                                                   37

2.5.1    Socio-economic characteristics of cassava farmers                                                   38

2.5.2    Empirical studies on determinants of credit performance                                         40

2.5.3 Determinant of production performance                                                                       41

2.5.4    Performance of agricultural programmes in credit accessibility                                    44

2.6       Reviews of Analytical Techniques                                                                            45

2.6.1    Regression model                                                                                                       47

2.6.2    Assumption of regression model                                                                                48

2.6.3    Estimation of method of regression analysis                                                              49

2.6.4    Statistical test of goodness of fit                                                                                 49

2.7       Cassava Production in Nigeria                                                                                   50

2.7.1       Cassava producing states in Nigeria                                                                                                                                                 52

 2.7.2     Cassava marketing systems                                                                                      53

2.8        Cassava Production Process and Materials                                                               54

2.8.1    Production Inputs                                                                                                        54

 

CHAPTER   3: RESEARCH   METHODOLOGY

3.1       Research Design

3.2      The Study Area

3.2:     Sampling Area           

3.3       Sampling Procedure

3.4       Data Collection Technique

3.4       Techniques of Data Analysis

3.5       Model Specification

3.5.3    Budgetary analysis 

3.5.4    Z-test model

3.5.5    Ordinary least square (OLS) regression model 

3.5.6    Chows’ test of hypothesis

CHAPTER 4: RESULTS AND DISCUSSION

4.1       Socio-Economic Characteristics of Cassava Farmers

4.

2          Level of credit accessed among cassava credit users

4.3       Cost and return analysis of cassava production among credit

            and non-credit users in Abia state.

4.4       Estimation of difference between the performance of credit and 

            non-credit user cassava farmers in Abia state, Nigeria

 

4.5       Determinants of cassava productivity among credit and non-credit users

 

4.5.2    Determinants of cassava productivity among non-credit users in

            Abia State, Nigeria.

4.5:3    Determinants of cassava productivity among credit and non- credit

            users farmers (Pooled without Dummy)

 

4.6  Estimation of effect of credit on productivity of cassava   among

      credit and non-credit users in Abia State.

 

 

CHAPTER 5: SUMMARY, RECOMMENDATIONS AND CONCLUSION                                            

5.1       Summary of Findings                                                                                     105

5.2       Conclusion                                                                                                      106

5.2       Recommendations                                                                                          107

            References                                                                                                      109

            Appendices                                                                                                     129

 

 

 





 

LIST OF TABLES

       Page

 

1.1       Cassava production trends in Nigeria from 1975-2015                                   4            

1.2       Major cassava producing States in Nigeria                                                    51

2.1       New Cassava improved Varieties                                                                   64

3.1      Sampling Area                                                                                    68

4.1       Average socio-economic characteristics of respondents in the study area      74       

 

4.2       Level of Credit Accessed Among Credit Users in the Study Area                 88

4.3       Cost and return analysis of cassava production / Ha.                                      86

 

4.4       Test for differences between output and productivity of Credit and

            Non-Credit User Cassava Farmers in the Study Area                                     88                            

 

 

4.5:1     Determinants of Cassava Productivity among Credit users in the study area            89

 

4.5.2:   Determinants of cassava productivity among non-credit users in Abia

            State, Nigeria.                                                                                                  93

 

4.5.3    Determinants of cassava productivity among   credit and non-credit

            users farmers (pooled without dummy)                                                          96

 

4.5:4    Determinants of cassava productivity among credit and non-credit

            users farmers (pooled with dummy)                                                               98

 

 

4.6       Tests for difference in productivity among credit and non-credit users        102


 







LIST OF FIGURES


1          The vicious circle of low capital formation                                                                11     

2          The production process                                                                                                3 4        

3            Effect of increase and decrease in credit on the production possibility frontier or curve      36         4         Marketing channels for cassava in Nigeria                     53

5         Map of Abia State                                                67                                                                       

6        Sampling Procedure                                                69

7          Average amount requested and accessed in Naira by the credit users

                     in cassava production                                                 83

 

8          Percentage of credit accessed by farmers in Abia State                                             85    


 


 

 

 

 

 

CHAPTER 1

INTRODUCTION


1.1       BACKGROUND OF THE STUDY

Cassava (manihot esculenta crantz) is a perennial vegetatively propagated shrub grown throughout the low land tropics for its starchy, thickened roots. Cassava is highly nutritive source of carbonhydrate, calcium, vitamins B, C, A, and essential minerals. However, nutrient composition differs according to varieties, the time it is harvested, soil condition, climate and other environmental factors during production (International Institute of Tropical Agriculture IITA, 2014).Cassava is a root crop considered vital for food security, consumed daily in different forms by over billions people in Nigeria (Anyaegbulam,H.,Nwokocha,I.N.,Aliluyalatta E. and Ajuka P.U.,2017).Cassava has high level of resistance to harsh weather and it grows with rain, survives with dews (Nigeria Cassava Growers Association NCGA, 2016).

Global production of cassava amounted to about 278 million metric tons in 2018 out of which Africa share was put at about 61% (Food and Agricultural Organisation FAO Statistics FAOSTAT, 2020).Africa total production was about 170 million tonnes (about 56% of world production), at the same time Nigeria produced about 60 millons tonnes (FAOSTAT, 2019). Globally, the performance rate of cassava production in Nigeria has not been steady since 2009, with an additional push between the years 2010 to 2016 as a result of the release of improved cassava varieties by International Institute of Tropical Agriculture (IITA) and other related research institutes like N.R.C.R.I who choose cassava as one of their mandate crops            (FAO, 2009).

Agricultural credit is an assistance extended to farmers to help them make fast repairs in farming and it is a catalyst that activiates production (Afolabi, 2008).Credit creates opportunities and solutions that can improve their output, farm income and create wealth (UNCDF, 2005). It can be an agreement with the credit user and the lender whereby the lender gives out specific amount of money or farm inputs on trust, to be paid back by the credit user at a specific date with an interest from the user (Konu, 2013). Credit is an important tool for enhancing the financial status of the underdeveloped directly through production, which affects their chances to short term income, Central Bank of Nigeria (CBN, 2016). Credit is a productive resource that is vital for efficient and sustainable production. Credit plays a very important role in production, as it brigdes the capital gap. Cassava producers can secure farming facilities and technologies through credit example: Equipments and hired labour and it is widely recognized as the most intermediate factor through which farmers adopt new technologies and increase their income (Akpan, 2013).Credit access would obviously come to bear in the output performance of cassava farmers among credit users to make meaningful contributions in the study area.

Production is the act of creating an output, goods or service and also contributes to the utility of individuals. The most important forms of production are:

Market production

Public Production

Household production

Land, Labour and Capital are the factors of production which works in various ways, by firms or enterprises, to produce an annual flow of goods and services. The factors of production provide inputs to productive enterprises which organise them to produce output for the market this is called organisation of production.

Cassava has the ability to transform a country from poverty state to self-enrichment through employment and income generation, especially at the stages of production, processing and industrial utilization.

 Acording to Eke-Okoro,(2014) the annual output rate of cassava production showed some upwards movement with about 1766 mmt  from 1975-1979; from 1980-1984 Cassava production stood at 2724 mmt; between 1985-1989 it was at 14542 mmt; 1990-1996 it became 20784 mmt which indicated some upward movement. Between 1997 to 2001, the country produced about 34092 metric tons of cassava with growth rate of 2.4%, between 2009 to 2011 it was reduced to 45000 metric tons with zero growth rate. Within the intervals of 2012 to 2013, the trend of cassava production became stagnant and later started increasing with 3.2% growth rate.

Table 1.1: Cassava Production Trends in Nigeria from 1975-2015.

             YearCassava Annual Output (mmt)      Growth Rate (%)

1975-1979                         1766                                                  10.8   

1980-1984                         2724                                                  10.8

1985-1989                         14542                                                80.8

1990-1996                         20784                                                6.1

            1997- 2001                        34092                                                2.4 

2009-2011                          45000                                                   

            2012-2013                          20395                                               3.2

            2014-2015                          23590                                              60.3


Source:  FAO, (2010) and FAOSTAT (2016).


In the light of these factors above, the study aimed at examining the analysis of cassava productionamong credit and non-credit users in Abia State.

 

 

 

1.2       STATEMENT OF PROBLEM

Abia State cassava farmers in Nigeria have been finding it difficult in accessing credit and is believed to have significant negative consequences for aggregate outcome, including technology adoption, agricultural productivity, efficiency, food security, nutrition, health and overall household welfare (Obike,2007).The expanding rate of cassava production in Nigeria has been on the high side for the past two and half decades, but such increase has not been meeting with the rising food demand as a result of credit unavalibility high population pressure, and poor infrastructural facilities to increase its  productivity Eke-Okoro, Njoku, Mbe, Awa, Amanze and O.C. Eke-Okoro (2010).

Breaking the jinx of perpetual low out put of cassava production remains a challenge.The provision of credit has increasingly beenregarded as an important tool for raising production level of the farmers (Emerole,2015).Themajorinputs necessary for for the sustainable application of superior technology that would transform traditional agricultural production system by resource poor household farmers in a developing economy is credit Nwaru, (2004). Lack of access to credit is one of the major factors responsible for the low productivity of cassava farmers in Abia State (Abia statistical service, 2014).One problem that arises is the extent to which credit can be offered to smallholder cassava farmers at lower interest rate, at the right time and amount without any pre-condition, to facilitate agricultural production in Abia State. Extending financial services to cassava farmers will go a long way to increase productivity and consequently reduce poverty. Astudy conducted by diagne (2002) to analyse the impact of credit on cassava farmers output and yield revealed that agricultural credit has a significant positive impact on agricultural productivity.This stems from the fact that access to credit may enable farmers to acquire the necessary inputs such as improved seeds, fertilizer and labour in order to raise the productivity of cassava farmers.

In adequate flow of funds (credit) into agriculture has been identified as the most limiting problem to increasing agricultural production in Nigeria; this has resulted in slow development in the sector with little or no increase in the import of cassava products (Okorie, 2008).Inadequacy in the flow of fund of agricultural projects and programmes has been a problem, which has deepened food insecurity, social inequality,rural poverty and hunger all this are as a result of lack of funding (Igwe, 2004). (Akiram,2008) reveal problems with farmers’ decision in accessing credit to include high interest rate, collateral requirement, time lag in the disbursement of loans, long distance to banks difficult procedurals and bureaucratic lending processing and high transaction cost.

 Okorie, 2008 explain the extent to which credit can be offered to cassava producers at low interest rate at the right time and right amount helps facilitates cassava production.

Efficient and effective use of the credit accessed are another important factors that need to be considered for increased productivity (Nwaru,2004).Farmers depend hugely on subsidized farm inputs like fertilizers, seeds, stems seedlings, etc from government as credits on annual basis without adequate accountig for its efficient use. Credit can best be seen as an instrument whose effectiveness depends on how well it is used.

Inadequate credit availability or poor response from government, is an important problem identified that reduce the productivity. Avalibility of adequate credit to fianance agricultural production is essential for and increased cassava productivity.

 In recognition of of the crucial role of credit in farming, from 1964 till date, different governments in Nigeria had implemented several agricultural credit programmes they include: Agricultural Credit Gurantee Fund Scheme (ACGSF) in 1977, the Agricultural Credit Scheme (ACS) in 2006, Commercial Agricultural Credit Scheme (CACS) in 2009 and Nigerian Incentive Risk Based Sharing System For Agricultural lending (NIRSAL) in 2012 Fakayode (2009). Central bank of Nigeria (CBN) in the bid to promote lending the agricultural lending to the agricultural sector has employed several policies ranging from tax waiver on interest earned by Deposit Money Bank (DMBs) on agricultural credit to the prescription of these banks’minimum loan portfolio to the agricultural sector.The Agricultural Credit Guarantee Scheme Fund (ACGSF) to amelioratethe effects of agricultural risks. Yet, the majority of credit users in Abia State do not have access to these formal financial institutions.

Inspite of these programmes and policies aimed at channeling credit user’s farmers, credit problems still persist among credit users (FAO 2014). Investing more on inputs facilities and resources (credit) of an enterprise depends on the producer’s financial investment. The level of financial investment depends on the income of the producer/entrprenenur (Osuala, 2015)

Onwudinjo (2012) identified seasonality and time-tag in agricultural production, high rate of default, lack of collateral, high cost of loan administration, ignorance of some farmers, urban location of the lending to productive sector as some of the reason why farmers found it difficult to access fund from formal financial institution in Nigeria.

  However, government reforming the agricultural sector considering the recent financial restructuring policies has not yielded much perceivable benefits (Onwumere, 2013).

 

1.3               RESEARCH QUESTIONS

From the problems highlighted above, the study answered the following research questions such as;

1.     What are the socio-economic characteristics of the credit users and non-users?

2.     To what extent do the credit users had access to credit?

3.     What is the cost and returns of cassava production among credit and non-credit users?

4.     What determines the performance of cassava farmers among credit and non-credit users?

5.     Is there any significance in performance of cassava production among the credit and non-credit users?

6.     Is there any effect on the output performance of cassava production among credit and non-credit users?


1.4   OBJECTIVES OF THE STUDY

The broad aim of the study was to analyze the output performance of cassava productionamong credit and non-credit users in Abia state, Nigeria.

The specific objectives are to:

i.               examine the socio-economic characteristics of  cassava producers among  credit and non-credit users in the study area;

ii.              ascertain the amount of credits accessed by the credit users in the study area;

iii.            estimate and compare the cost and returns of cassava production among credit and non-credit users in the study area;

iv.            estimate the  differences in output performance among credit and non-credit users in the study area.

v.              analyze the determinants of cassava production among credit and non-credit users;

vi.            estimate the effect of credit on the productivity cassava among credit and non-credit users in the study area.


1.5       HYPOTHESES OF THE STUDY

HO1There no significant effect on the socio-economic characteristics of cassava producers         credit and non-credit.

HO2: There is no significant difference in the amount of credit granted.

 HO3:   The variables employed have no significant effect on the productivity of cassava producer.

1.6       JUSTIFICATION

The findings from this study will contribute to the global debate on cassava production. The knowledge that the country’s high  production of cassava, over the years will provide hint to the policy makers and other shakeholders to put appropriate strategies in place to intensely advocate to follow to sustainably produce cassava which the country has comparative advantage. The finding of this study will allow cassava farmers in Nigeria to compare their output performance to others. The study will provide relevant information and recommendations in formulating developmental and sustainable policies in cassava value chain, farmers’ access to a well functioning and efficient credit services

This study will also provide useful information pertaining to access to credit and its effect on farm income, which reflect the influence of the credit facilities and programmes on the Nigerian rural economy and social development. In addition, the findings of this study will give direction to policy makers in establishing supportive regulatory environments to sustain a viable credit institution. It would be appropriate for the policy makers to liberalize regulations and restrictions which have bottlenecked the development of Nigeria credit to a large extent.

The findings will contribute to the available literature for the future research work; it will also serve as a guide to upcoming research field of study on credit and cassava production. This study will provide the basis for an effective design and execution of further studies as well as information for farmers, marketing of their produce and stimulate the development of agricultural credit sector of the Nigeria economy.

 

1.7       SCOPE OF THE STUDY

In view of the need for an effective work, this study was narrowed down to the output performance of cassava production among the credit and non-credit users during the production season. For the purpose of this study, only farmers who are currently engaged in cassava production on commercial basis (market oriented) were selected. The selected area of study was purposive; because the inhabitants in the study area are mostly cassava producers. The study was also limited to production of cassava only.


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