Monday, April 20, 2026

How farmers’ access to finance boosts investment in agrifood systems

 

How farmers’ access to finance boosts investment in agrifood systems

Accessing finance to invest agrifood - a review of experimental evidence

©FAO

04/02/2025

The FAO Investment Centre, in collaboration with Innovations for Poverty Action (IPA), has launched a new Investment Brief, titled Accessing finance to invest in agrifood: A review of experimental evidence, which provides critical insights into how access to finance can empower farmers and small and medium-sized enterprises (SMEs) in lower-middle-income countries (LMIC) to invest in the agrifood sector.

Drawing on 43 experimental and quasi-experimental studies, the research reviews the economic benefits of financial services for farmers and firms, and highlights the barriers that limit access.

Focusing on three key areas – credit, risk, and savings – the brief brings together evidence underscoring the significant role that financial products can play in boosting agricultural productivity and improving livelihoods.

Yet, the findings also reveal persistent challenges to accessing finance, particularly in rural areas, where formal financial services remain limited.

“This brief provides policymakers and investors with actionable insights into how access to finance can unlock new opportunities for farmers and entrepreneurs,” said Mohamed Manssouri, Director of FAO’s Investment Centre. “The findings from this review can help policymakers refine approaches to boost access to finance for farmers and firms that need them the most.”

Unlocking investment and market access

The experimental evidence presented in the brief highlights how access to credit – particularly microloans – can enable farmers to invest in technology and inputs, access new markets, and drive increased productivity.

For instance, studies from Uganda show that credit facilitated the use of fertilizers, which doubled crop yields. In Kenya, collateralized loans for water tanks led to a significant increase in loan uptake, demonstrating that when financial products align with local needs, they can spur investment and improve farm-level outcomes.

Yet, the success of credit interventions often depends on context. In some regions, wealthier farmers are more likely to benefit from loans, while poorer farmers may face challenges in accessing credit, due to factors like collateral requirements or limited financial literacy.

The findings emphasize that tailored credit products are essential to ensure that smallholder farmers can access them to enhance their productivity and incomes.

Savings products

Financial savings products, especially those aimed at women farmers and entrepreneurs, are another key focus. In Mozambique, mobile savings accounts enabled farmers to accumulate funds and invest in fertilizers, leading to improved agricultural productivity.

The flexibility of mobile savings, combined with high-interest incentives, encourages farmers to save more consistently. This, in turn, helps build financial resilience, allowing farmers to manage cash flow and invest in long-term agricultural improvements.

Village Savings and Loan Associations (VSLAs) are particularly effective in rural communities. These community-based savings groups enable members to pool their resources, providing access to credit and capital for investment.

VSLAs are especially beneficial for women, empowering them to invest in agriculture, and contribute to their households’ economic security.

Mitigating risks

The key role of agricultural insurance in managing risk is another important finding. While insurance products can stabilize incomes and protect farmers from climate-related shocks, their uptake is often influenced by product design and local conditions.

In Kenya, flexible premium payments tied to harvest seasons resulted in higher adoption rates of agricultural insurance. This design innovation helped farmers manage their cash flow, making insurance more accessible.

By contrast, in Ethiopia and India, factors such as risk aversion, low trust in insurance providers, and price sensitivity hinder broader uptake of agricultural insurance products.

Paths forward

The brief offers crucial guidance for policymakers and financial institutions, emphasizing the importance of understanding barriers to access to finance for agrifood systems.

“Policymakers need better data and evidence to design flexible financial products that enhance access and measure long-term impacts on livelihoods,” said Claudia Casarotto, Chief Global Programs Officer, Innovations for Poverty Action. “While credit, savings, and insurance products can drive agricultural investment and resilience, their adoption  hinges on liquidity, awareness and social dynamics.”

By highlighting how access to financial products and services can enhance investment, productivity and farmers' livelihoods, these findings can help policymakers tailor policies to pave the way for fostering sustainable agrifood systems and supporting rural economic growth.

Friday, April 4, 2025

पीककर्जाच्या मर्यादेत वाढ – सखोल विश्लेषण

 

पीककर्जाच्या मर्यादेत वाढ – सखोल विश्लेषण

शेती हा भारतीय अर्थव्यवस्थेचा कणा असून, देशातील मोठ्या प्रमाणावर लोकसंख्या शेती व शेतीपूरक व्यवसायांवर अवलंबून आहे. या पार्श्वभूमीवर शेतकऱ्यांना आर्थिक पाठबळ मिळावे म्हणून सरकारतर्फे वेगवेगळ्या योजनांद्वारे कर्जपुरवठा केला जातो. यामध्ये पीककर्जाला विशेष महत्त्व आहे. मागील काही वर्षांत कृषी उत्पादन खर्च वाढला असल्यामुळे शेतकऱ्यांना अधिक भांडवलाची आवश्यकता भासू लागली आहे. परिणामी, २०१५-१६ या आर्थिक वर्षात विविध पिकांसाठी पीककर्जाच्या मर्यादेत १६% ते १६१% पर्यंत वाढ करण्यात आली आहे. विशेषतः, स्ट्रॉबेरी पिकासाठी ही वाढ सर्वाधिक (१६१%) असून, मकासाठी ही वाढ तुलनेने सर्वात कमी (१६%) आहे. याशिवाय गहू, तांदूळ, सोयाबीन, तूर, हरभरा, कांदा आणि अन्य काही पिकांच्या कर्जमर्यादेतही लक्षणीय वाढ करण्यात आली आहे.

पीककर्ज मर्यादेतील बदल आणि त्याचे स्वरूप

पीककर्जाच्या मर्यादेत वाढ होत असली तरी ती सर्व पिकांसाठी समान नाही. काही पिकांना मोठ्या प्रमाणावर प्राधान्य देण्यात आले आहे, तर काही पिकांच्या कर्जमर्यादेत तुलनेने मर्यादित वाढ झाली आहे. खालीलप्रमाणे विविध पिकांतील कर्जमर्यादेतील बदल तपासता येतो:

  • सर्वाधिक वाढ: स्ट्रॉबेरीसाठी १६१% वाढ झाली आहे. हे उच्च बाजारमूल्य असलेले व्यावसायिक पीक असल्याने त्यासाठी अधिक वित्तपुरवठा आवश्यक असतो.

  • लक्षणीय वाढ: आंबा (केसरी) साठी १००%, अंजीरसाठी ५०%, आणि द्राक्षांसाठी ४५% इतकी वाढ झाली आहे. ही सर्व फळपीके महागडी असून निर्यातक्षम असल्यामुळे त्यावर अधिक भर दिला गेला आहे.

  • मध्यम प्रमाणातील वाढ: तांदूळ (आसामी) २४%, गहू २९%, सोयाबीन ३२%, तूर (खरीप) २७%, हरभरा २६%, कांदा (रबी) २९% यांसारख्या पिकांसाठी मर्यादित वाढ झाली आहे. ही सर्व पारंपरिक पिके असून मोठ्या संख्येने शेतकरी यांचे उत्पादन घेतात.

  • कमी वाढ: मकासाठी केवळ १६% वाढ झाल्याचे दिसते, जे इतर पिकांच्या तुलनेत कमी आहे.

कर्जमर्यादेतील वाढीची कारणे

पीककर्जाच्या मर्यादेत वाढ होण्यामागे काही ठोस कारणे आहेत. दरवर्षी शेती उत्पादन खर्च वाढत आहे. खतांचे, कीटकनाशकांचे, मजुरीचे आणि इतर शेतीसंबंधित खर्च वाढल्यामुळे शेतकऱ्यांना अधिक भांडवलाची गरज भासते. त्याचबरोबर हवामानातील बदल, अनिश्चित पाऊसमान, वाढत्या कीडरोगांचा प्रादुर्भाव आणि बाजारातील दरांमधील अस्थिरता यामुळे शेतकरी आर्थिक संकटात सापडतात. अशा वेळी शेतीच्या वाढत्या खर्चाची भरपाई करण्यासाठी पीककर्जाची मर्यादा वाढविण्याची गरज भासते.

सरकारी धोरणे आणि बँकिंग प्रणालीतील बदल:

सरकारच्या कृषी धोरणांमध्ये वेळोवेळी बदल होत असतात. शेतकऱ्यांना अधिक पतपुरवठा मिळावा, त्यांना आर्थिक अडचणीतून सावरण्यास मदत व्हावी, तसेच शेतीत नवनवीन तंत्रज्ञानाचा अवलंब व्हावा, यासाठी सरकारतर्फे विविध उपाययोजना केल्या जातात. तसेच बँकिंग प्रणालीत बदल करताना, शेतकऱ्यांना पीककर्ज सहज मिळावे यासाठी विविध शासकीय आणि सहकारी बँकांनी कर्जपुरवठा करण्यास सहमती दर्शविली आहे.

वाढत्या पीककर्जाचा परिणाम

पीककर्जाच्या मर्यादेत वाढ झाल्यामुळे शेतकऱ्यांना अधिक भांडवल उपलब्ध होत आहे, जे त्यांच्यासाठी फायदेशीर आहे. तथापि, याचा दीर्घकालीन परिणाम लक्षात घेणे आवश्यक आहे.

  1. शेती उत्पादन वाढीला चालना: अधिक कर्ज मिळाल्यामुळे शेतकरी आधुनिक तंत्रज्ञानाचा अवलंब करून उत्पादन वाढवू शकतात. सुधारित बियाणे, तणनाशके आणि यांत्रिक उपकरणे खरेदी करून उत्पादकता वाढविण्याचा प्रयत्न केला जातो.

  2. महागड्या पिकांची लागवड: फळबागा आणि उच्च मूल्य असलेल्या पिकांकडे शेतकऱ्यांचा कल वाढू शकतो. द्राक्ष, स्ट्रॉबेरी, आंबा यांसारख्या पिकांमध्ये कर्जाची वाढ जास्त असल्याने या पिकांची उत्पादनक्षमता सुधारण्याची संधी मिळू शकते.

  3. कर्जफेडीची जबाबदारी: जास्त कर्ज घेतल्यास ते परतफेड करण्याची जबाबदारीही वाढते. काही वेळेस उत्पादनाचे अपेक्षित उत्पन्न न मिळाल्यास किंवा बाजारात दर कमी असल्यास शेतकऱ्यांवर कर्जाचा बोजा वाढू शकतो.

  4. वित्तीय शिस्त: कर्ज वितरण आणि परतफेड प्रक्रियेत पारदर्शकता राहिली नाही तर शेतकऱ्यांना अनावश्यक आर्थिक ताण सहन करावा लागू शकतो.

निष्कर्ष

पीककर्जाच्या मर्यादेत १६ ते १६१% पर्यंत झालेली वाढ शेतकऱ्यांसाठी एक संधी आणि एक आव्हान दोन्ही आहे. अधिक भांडवल मिळाल्यामुळे शेतीतील नवे प्रयोग आणि तंत्रज्ञानाचा अवलंब शक्य होईल, मात्र त्याचबरोबर वित्तीय नियोजन आणि शिस्तबद्ध आर्थिक व्यवस्थापन महत्त्वाचे ठरणार आहे. यामुळे शेतकऱ्यांनी उपलब्ध कर्जाचा योग्य वापर करून आपली शेती अधिक फायदेशीर करण्यावर भर द्यावा, तसेच सरकारनेही शेतकऱ्यांना कर्जफेडीसाठी सुलभ धोरणे अवलंबावीत.

Tuesday, August 1, 2023

Sampling according to Slovin's formula if the population size is large

Sampling according to Slovin's formula if the population size is large


When selecting a sample when the population size is large. For example country population, state population, or village population. Such a large population cannot be included directly in the research. So a group representing this population is called a sample. We intend to include this sample in research, but we face many difficulties in selecting a sample from a large population. Primarily some people visit 5%, 10% of the sample population. Or they determine the sample size from the population as a percentage. But even if this method is used, it is necessary to select the sample in a scientific manner. For this, we need to select the sample using some statistical techniques. If we select a sample based on these statistical techniques, the sample is considered to be representative of the population. For this, we will see how to use Slovin's formula

 Example -

18000 farmers are members of Sahyadri Agro Farm. How many farmers will be included in the sample? Based on Slovin's formula method, the sample selection is done as follows.

 

Slovin's formula - n = N / (1+Ne2)

 

n: sample size required

N: population size

e: Acceptable margin of error (0.05)

n = N / (1+Ne2)

n = 18000 / (1+18000(0.05)2)

n = 18000 / (18001(0.0025)

n = 18000 / 45.0025

n = 399.98

n = 400

 From this out of 18000 farmers in Sahyadri Agro Farm 400 farmers will be selected as samples.

Mr. Dnyanesh Dilip Mahatekar
Ph.D. Students
S.M.B.S.T. College, Sangamner
Affiliated by Pune University, Pune.
State - Maharashtra, Country - India


+91- 9822751955

जनसंख्येचा आकार मोठा असल्यास स्लोविनच्या सूत्रानुसार नमुना निवड / Sampling according to Slovin's formula if the population size is large

 जनसंख्येचा आकार मोठा असल्यास स्लोविनच्या सूत्रानुसार नमुना निवड

नमुना निवड करताना जेव्हा जनसंख्येचा आकार हा मोठा असतो. उदाहरणार्थ देशाची लोकसंख्या, राज्याची लोकसंख्या किंवा गावची लोकसंख्या. या संपूर्ण अशा मोठ्या जनसंख्येचा समावेश हा संशोधनामध्ये थेट करता येत नाही. त्यामुळे या जनसंख्येचे प्रतिनिधित्व करणारा एक असा गट ज्याला आपण नमुना असे म्हणतो. या नमुन्याचा अंतर्भाव आपल्याला संशोधनांमध्ये करणे, अभिप्रेत असतो परंतु मोठ्या जनसंख्येमधून नमुना निवड करताना आपल्याला बऱ्याचशा अडचणी येतात. प्रामुख्याने काही लोक 5%, 10% इतका नमुना जनसंख्येमधून भेट घेतात. किंवा त्या जनसंख्येमधून त्या नमुनेचा आकार टक्केवारीने ठरवतात. परंतु ह्या पद्धतीचा जरी वापर होत असला, तरीसुद्धा नमुन्याची निवड ही शास्त्रोक्त पद्धतीने होणे गरजेचे आहे. यासाठी काही संख्याशास्त्रीय तंत्रांचा वापर करून आपण नमुन्याची निवड करणे गरजेचे आहे. या संख्याशास्त्रीय तंत्रांच्या आधारे आपण नमुना निवड केल्यास तो नमुना त्या जनसंख्येचे प्रतिनिधित्व करण्यासाठी सक्षम समजला जातो. यासाठी आपण स्लोविनचे सूत्र या पद्धतीचा उपयोग कसा करायचा हे आपण पाहणार आहोत

उदाहरण -

सह्याद्री ॲग्रो फार्म मधील 18000 शेतकरी सभासदा आहेत. त्यातील किती शेतकऱ्यांचा समावेश नमुन्यामध्ये केला जाईल. हे स्लोविनचे सूत्र पद्धतीचा आधारे नमुना निवड खालीलप्रमाणे केली आहे.

 

स्लोविनचे सूत्र - n = N / (1+Ne2)

 

n: नमुना आकार आवश्यक आहे

N: लोकसंख्या आकार

e: त्रुटीचे स्वीकार्य मार्जिन (0.05)

n = N / (1+Ne2)

n = 18000 / (1+18000(0.05)2)

n = 18000 / (18001(0.0025)

n = 18000 / 45.0025

n = 399.98

n = 400

 

यावरून सह्याद्री ॲग्रो फार्म मधील 18000 शेतकऱ्यांपैकी 400 शेतकऱ्यांची निवड नमुना म्हणून केली जाईल.

 आपले प्रश्न व प्रतिक्रिया आवश्य पाठवा 

Mr. Dnyanesh Dilip Mahatekar
Ph.D. Students
S.M.B.S.T. College, Sangamner
Affiliated by Pune University, Pune.
State - Maharashtra, Country - India

+91- 9822751955

Tuesday, August 28, 2018

STEPS FOR THE RESEARCH PLAN / संशोधन आराखडय़ाच्या पायऱ्या

STEPS FOR THE RESEARCH PLAN

A good research plan is needed for better research. All the activities to be done in the research for the optimal design are required to be included in the draft research plan. A draft plan is a structured structure designed to do the whole research.
Steps in the Research Plans: -

(1) Introduction: - Research in areas where research is to be done. The first issue related to that area should be felt. After realizing the problem, the researcher should have prepared the problem in the form of an introduction. Researchers must know about the relevant areas for this.

(2) Necessity and importance of research: - After the researcher arranged a problem in the relevant field, why is the need for research on that problem? It needs to be explained. After that, there will be a change in the social situation. And the solution to that problem will help the public and its people how and for what benefit. Therefore, the researchers need to realize the significance of this research. It is necessary to make its layout important.

(3) Research problem: - The problem that a researcher has made in the form of a proposal. It is necessary that the problem is transformed into the problem statement. This problem should include the form of a problem in the problem statement. The reflection of the problem should be seen in that statement. Secondly, how are they going to solve the problem? It must also be understood through it. And the study methods must be clearly seen by the study methods. The same problem statement is the headline for your research.

(4) Functional explanation: - The researcher has created a problem of the problem by making a statement of the problem in its statement. The researcher has assumed a meaning. That same meaning should be taken into account by the masses as well. For this, the researcher must give a functional definition of the title of that research.

(5) Objectives of research: - What is the aspects of research while working in research. And after which way our research will get complete. All such researchers have to present themselves in the research institute. But considering the research objective, it is necessary to understand the scope of your subject. Otherwise, research work will be very complicated and difficult.

(6) Hypnotics: - The researchers have to answer the research in the form of the hypothesis before the completion of the research. But while presenting the assumption, they have to meet the requirements. At the same time, you can also decide on the method of information analysis based on assumptions. Hypotheses are also called hypotheses. From this, it falls into four types.
1) Null hypothesis  2) Research (Positive) hypothesis  3) Negative hypothesis 4) Hypothesis in Question form

1) Null hypothesis - When there is no definite determination of change in money and debt, then there is a zero hypothesis. For example, a specific plan will increase the income of an individual or not determine the decrease.
2) Research (Positive) hypothesis - The individual's income will increase due to a specific plan.
3) Negative hypothesis - For a particular scheme, the income of the person will decrease.
4) A hypothesis in Question form - Will a person's income increase due to a particular scheme? Or will a person's income fall due to a particular scheme?

(7) Research methods: - The most important aspect of research is research methods. There are various types in it. But there is the importance of certain methods in the social sciences.
1) Survey method  2) Analytical method 3) Theoretical (basic) method
4) Qualitative/numerical method. You can use all four methods while doing social research.

(8) Population: - According to the research subject, there is a population of research. The whole part of the research subject is a population. Ex.  Economic and Social Studies of the people living below poverty line in Ahmednagar district.  Population under this population is below the poverty line in Ahmednagar district.

(9) Sample: - Looking at the population of the research, the researchers are economically unemployed as a prototype for all population samples. There is also timekeeping. For this, a part of the genus representing the population is selected as a sample. The results of this pattern are applicable to all the people.

(10) Sample Selection Method: - The results of the sample are to be chosen by the official method in order to apply to all the people. There are some methods for this.
1) Random sample selection method: - 1) lottery method 2) sequence method 3) quota method
2) Sample pattern selection method: -
3) Multilevel pattern selection method: -
4) Flexible sample selection method: -

(11) Information Collection Tools: - There are two main ways to gather the information needed for research.
1) Primary sources: - questionnaires, schedules, interviews, and Observations.
2) Secondary Source: - All material written in the context of the subject. Books, Magazines, Encyclopedia, Government Report.

(12) Tools for Information Analysis: - To analyze compiled material
1) Mathematical method - multiplication, division, sum, subtraction, percentage etc.
2) Geometric method - graphs, Pie Chart, tables, figures etc.
3) Statistical method - Tea test, X2 Test, Anova, quartile, F test etc.

(13) Scope and limit: - Researchers have to determine the limits of their research themselves. Researchers have to set limits on topics, places, time-periods, What is the extent of research presented? This also requires researchers to decide.

(14) Procedure for research: - After the fulfillment of all the parameters in the research plan, the procedure for research should be summed up. This explains the complete nature of the research.

(15) Case (Chapter) Planning: - It is necessary to inform the total and the number of cases involved in the amendment. What will be included in each case? It must be included in that case. Apart from this, the plan of research is not complete.
In this way, you can plan your research well.

You must send your questions and feedback
Mr. Dnyanesh Dilip Mahatekar
Ph.D. Students
S.M.B.S.T. College, Sangamner
Affiliated by Pune University, Pune.
State - Maharashtra, Country - India

+91- 9822751955

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