eChapters

9.1. Introduction

The human population of the world will reach nearly 10 billion by 2050, boosting agricultural order-in a situation of humble financial development (FAO, 2017). At present, approximately 37.7% of total land surface is being utilized for crop production. From employment generation to contribution to National Income, agriculture sector is contributing a significant role in economic prosperity of the developed nations and is playing an active part in the economy of the developing countries as well. The growth of agriculture has resulted in a significant increase in the per-capita income of the rural community. Thus, a greater emphasis on agricultural sector is the need of the hour. For countries, like India, the agricultural sector accounts for 18% of GDP and provides employment to 50% of the country’s workforce. Development in the agricultural sector will enrich the rural development which will lead toward rural transformation and ultimately the desired structural transformation (Mogili and Deepak, 2018; Shah et al., 2019). The role of Artificial Intelligence (AI) has been obvious in the agricultural sector recently. The sector needs the impetus from AI based technology to maximize its yield including improper soil treatment, disease and pest infestation, big data requirements, low output, and knowledge gap between farmers and technology.

8.1. Introduction

Sometimes writing reference list could be so confusing since there are a lot of different rules. Each universities or even each faculty use different rule in writing reference list. The different rule of writing reference list is normal because they refer to different style guide. There are a lot of styles guide available. MLA (Modern Language Association of America) style; the Chicago Manual of Style; the Oxford Guide to Style are some examples of style guide. Difference reference of style guides chosen will result in totally different way of writing reference list. The most widely accepted style guides in social science is the APA (American Psychological Association) style. In some higher education journals (e.g. Journal of Studies in International Education, Higher Education) it is stated clearly that author must submit their paper according to APA style. Referencing in a general sense means to give credit to someone for using his or her own ideas or thoughts in a research activity. Referencing helps in gaining the originality of the ideas and thoughts used in the research activity. Failure to reference is treated as disrespect to the original author or writer and seen as a major misconduct in the area of academic research writing. Generally students made the mistake of not mentioning proper referencing at the end of their research projects, essays or any other piece of work. This may lead to cancellation of the written matter. If we do not reference properly the written matter is treated as if it is copied from somewhere. The research paper or material cannot be submitted for further research or reading purpose. We find a lot of data when we search for something.

7.1. People’s Participation in Observation, Analysis and Planning for Rural Development

Why should people participate?

There is no controversy as to whether there should be people’s participation in the development programmes in the development programmes designed to meet the basic needs of the people. The post-mortem of any unsuccessful programmes has shown that they have invariably failed when they failed to provide an adequate place and importance to people’s participation in the planning and analysis.

There is a body of philosophy and a set of assumptions behind people’s participation in rural development. These are;

i) It should be people’s programme with government’s participation;

ii) Community needs to build up their own capacity, agents have got a catalytic role;

iii) Self- imposed changes have got permanence as compared to those imposed from outsides

iv) Holistic approaches are far better than the fragmented approaches;

v) People need certain help to solve unique problems;

Statistics as a wide subject is used in almost all disciplines especially in research studies. Statistics provides scientific tools for representative data collection, appropriate data analysis and summarization of data and inferential procedure for drawing valid conclusion in the face of uncertainty. Each and every researcher should have some knowledge in Statistics and must use statistical tools in his or her research, one should know about the importance of statistical tools and how to use them in their research or survey. The quality assurance of the work must be dealt with: the statistical operations necessary to control and verify the analytical procedures as well as the resulting data making mistakes in analytical work is unavoidable. The emergence of statistical software in the twenty-first century has helped different researchers in the physical and social science to improve in the quality of research. Most renowned researchers in adopting this software in their data analysis have been able to identify the immense contribution to research findings (Adetola, 2013). Any quantitative research cannot be done effectively without Statistical Software. Moreover, it enables research data for easy presentation. It helps professionals to interact with data thereby paving way for creativity and innovation. Some are user friendly interface with drop-down tips for beginners (ATS, Ucla Edu, 2014). Advances in technology have improved all our lives (Akindutire, 2013) and has allowed experts greater freedom to come out with results within a twinkle of an eye than ever before where it takes time to finish analysis. This same technology has offer tremendous opportunity to research and keep research as a more interesting field of study. This study is significant, because it is an attempt to measure the direct impact of different statistical software on research analysis.

A linear programming problem aims to maximize or minimize a linear function subject to the linear constraints. But in many cases, the objective function may not be linear or all/some of the constraints may not be linear or both the objective and the constraints may not be linear. Such an optimization problem is called a nonlinear programming problem (NLPP). In this chapter, we discuss about NLPP’s. Nonlinear programming is the process of solving an optimization problemdefined by a system of equalities and inequalities, collectively termed constraints, over a set of unknown real variables, along with an objective function to be maximized or minimized, where some of the constraints or the objective function are nonlinear. It is the sub-field of mathematical optimization that deals with problems that are not linear. A typical non-convex problem is that of optimizing transportation costs by selection from a set of transportation methods, one or more of which exhibit economies of scale, with various connectivity and capacity constraints. An example would be petroleum product transport given a selection or combination of pipeline, rail tanker, road tanker, river barge. Owing to economic batch size the cost functions may have discontinuities in addition to smooth changes. In experimental science, some simple data analysis (such as fitting a spectrum with a sum of peaks of known location and shape but unknown magnitude) can be done with linear methods, but in general these problems, also, are nonlinear.

Multivariate analysis is essentially the statistical process of simultaneously analyzing multiple independent variables with multiple dependent (outcome or criterion) variables using matrix algebra. During the last two or three decades, multivariate statistical analysis has become increasingly popular. The theory has made great progress, and with the rapid advances in computer technology, routine applications of multivariate statistical methods are implemented in several statistical software packages. The traditional approach to the teaching of multivariate statistical analysis, as exemplified by Anderson (1958), relies heavily on advanced matrix mathematics. On the other hand, Hury and Riedwyl (1988) suggest that it is possible to understand most of the basic ideas underlying multivariate statistical analysis without a mastery of such mathematics, provided that these are conveyed with the help of real data sets. In this chapter we propose a non-mathematical data-driven approach for teaching multivariate statistical methods to students. Despite this, we are mindful of the need for students to know some basic linear algebra and univariate statistical concepts. Such basic knowledge provides students with the foundation necessary for the application of the appropriate multivariate statistical procedures and for the interpretation of results.

In statistics, sampling is concerned with the selection of a subset of individuals from within a statistical population to estimate characteristics of the whole population. Two advantages of sampling are that the cost is lower and data collection is faster than measuring the entire population. Each observation measures one or more properties (such as weight, location, colour) of observable bodies distinguished as independent objects or individuals. In survey sampling, weights can be applied to the data to adjust for the sample design, particularly stratified sampling. Results from probability theory and statistical theory are employed to guide the practice. In business and medical research, sampling is widely used for gathering information about a population. Acceptance sampling is used to determine if a production lot of material meets the governing specifications.

The sampling process comprises several stages

• Defining the population of concern

• Specifying a sampling frame, a set of items or events possible to measure

• Specifying a sampling method for selecting items or events from the frame

• Determining the sample size

• Implementing the sampling plan

• Sampling and data collecting

Statistics is a branch of science which deals with the collection, classification, description and interpretation of data obtained by conducting surveys and experiments. The essential purpose of it is to describe and draw valid inferences about numerical properties of populations” (Ferguson 1966). The experience in statistics application indicates that a single statistical method can be used in different research areas for dealing with different types of problems. Various possibilities which application of a statistical method provides in certain research areas should be considered as an adequate way of dealing with a problem of the research. However, it should be noted that statistics is not a method by which it is possible to solve all the problems in a research. Nachmias and Nachmias (2009) stated that there are basically two types of statistics which include descriptive and inferential statistics. Descriptive statistics enable the researcher to summarize and organize data in an effective and meaningful way. It involves the use of tables, charts, graphs, mean, modes, median, standard scores and correlation to treat collected data. Inferential statistics is concerned with making inferences from a unit of a population. Inferential statistics is concerned with making inferences from a unit of a population. Inferential statistics allow the researcher to make decisions or inferences by interpreting data patterns. Researchers use inferential statistics to determine whether an expected pattern designated by the theory and hypotheses is actually found in the observations. To decide whether this hypothesis is true, researchers might survey the respondents and then use descriptive statistics to make comparison between these groups and would employ inferential statistics to determine whether the differences between the groups are significant or not.

1.1. Introduction

Research in simple terms refers to search for knowledge. It is a scientific and systematic search for information on a particular topic or issue. It is also known as the art of scientific investigation. Several social scientists have defined research in different ways.

In the Encyclopaedia of Social Sciences, D. Slesinger and M. Stephenson (1930) defined research as “the manipulation of things, concepts or symbols for the purpose of generalizing to extend, correct or verify knowledge, whether that knowledge aids in the construction of theory or in the practice of an art”. According to Redman and Mory (1923), research is a “systematized effort to gain new knowledge”. It is an academic activity and therefore the term should be used in a technical sense. According to Clifford Woody (Kothari, 1988), research comprises “defining and redefining problems, formulating hypotheses or suggested solutions; collecting, organizing and evaluating data; making deductions and reaching conclusions; and finally, carefully testing the conclusions to determine whether they fit the formulated hypotheses”

The land is one of the basic natural resources for agricultural growth and development of a country. Investment on agricultural land improvement by way of land leveling, contour bunding, sinking of well for irrigation and resorting to other measures like treating the soil to reduce acidity etc. have been continuous effort of agriculturists for increasing productivity.In addition, new variety of seeds which are high yielding and pest resistant are sought after by farmers for increasing production. Efficient land management encompassing soil and water conservation is the building block for sustainable agricultural development.

Land tenure rules define the ways in which property rights to land are allocated, transferred, used, or managed in a particular society. Ownership of land plays a significant role for improvement of land and its management. If the land is tenanted,the tiller of the land has less stake on long term measures on land.For centuries, the land tenure system in India was based on intermediaries known as Zamindary system.In Odisha, the tenurial system has based on the Bengal Rents Act, the Bengal Tenancy Act, the Bihar & Orissa Tenancy Act and finally, the Orissa Tenancy Act.In addition, theCentral Province Tenancy Act and the Central Province Land Revenue Act were in vogue in the Sambalpur district when the Orissa province was formed. Further, theGanjam district was under the Madras Estates Land Act(MELA). All these laws defined and classified the tenurial system.If one examines the OT Act one would find series of intermediaries between the proprietor and actual tiller of land.Tenure-holders had under-tenure holders. Raiyats had under-Raiyats. Tenants also inducted sub-tenants.

1. Introduction

India’s horticulture sector stands as a beacon of promise and potential within the agricultural landscape, showcasing a rich diversity of fruits, vegetables, tubers, spices, flowers, medicinal and ornamental plants as well as herbs. This sector provides livelihoods for millions of farmers and plays a crucial role in ensuring food security and nutritional well-being. Amidst the challenges posed by climate change and environmental degradation, the resilience of horticultural crops becomes increasingly significant. Diversifying towards resilient crops and sustainable practices not only mitigates risks but also enhances the sector’s adaptability to changing climatic conditions. Investment in research and development to breed climate-resilient varieties and promote agroecological approaches is imperative. Furthermore, promoting organic and niche horticulture products presents exciting opportunities for Indian farmers to capture premium markets both domestically and internationally. With growing consumer awareness and demand for healthy and nutritionally rich food, India’s horticulture sector is well-positioned to become a global leader in organic and exotic produce.The recent trend of exploring new crops within Indian horticulture promises to diversify farmers’ income sources and address emerging challenges such as climate change and shifting consumer preferences.

1. Introduction

The National Agroforestry Policy of India is a comprehensive policy framework designed to improve agricultural livelihoods by maximizing agricultural productivity including animal productivity along with tree cover and mitigating climate change. The Government of India launched the policy in February 2014 during the World Congress on Agroforestry, held in Delhi. The focus of the policy is to address Agroforestry, which is an integrated system of practicing agriculture, livestock farming and forest activities on the same unit of land, storing high carbon, there by mitigating climate change. Agroforestry systems have the potential to be more beneficial than traditional agriculture and forest production practices. They may be able to give enhanced productivity, as well as social, economic, and environmental advantages, as well as a broader variety of ecological products and services. It’s important to remember that these advantages are contingent on appropriate farm management. In 2014 India became the first nation in the world to adopt an inter-sectoral policy on agroforestry, which seeks to identify the bottlenecks in expansion on agroforestry in the country and pathways to remove the constraints in a systematic manner.

1. Introduction

India is a land of great diversities in terms of people, culture, languages and the style of living, among many other varied characteristics in the country. Based on the climatic, geographical, and cultural features, the country is broadly divided into six zones - the Northern, Southern, Eastern, Western zone, Central and the North-Eastern zone. Eastern zone comprises Bihar, Jharkhand, West Bengal, Odisha, Chhattisgarh, Assam and eastern UP (27districts of UP). This document exclusively focuses on the four states namely Bihar, Jharkhand, Odisha and West Bengal in the Eastern Zone with an attempt to look into the bottlenecks inhibiting the rural development of the zone.The f inancial institutions for agriculture in India was developed with the purpose of financing the needy farmers and providing them the facilities to increase the efficiency of agriculture. As a result, NABARD was formed in 1982. Thus, it was developed as an apex bank to help and support the agriculture section in India.This chapter seeks to evaluate the role of various financial institutions which play a major role in raising the standard of living of nearly one-fourth of India’s population in the eastern region of our vast country.

Introduction

Challenges in agriculture and natural resource management in the past have prompted changes in agricultural education, research, and extension globally. The sustainable development of agriculture in a country largely depends on the effectiveness of its agricultural extension strategies, encompassing approaches, service delivery, methodology, and processes. The desired outcome of agricultural development is farmers’ outcomes, achievable through engagement, learning, and participation in research and extension processes. Agricultural extension played a significant role in the green revolution by providing farming communities with appropriate technologies and optimal cropping practices. This helped countries transition from being food deficit to food exporting (Ratnakar, 2016). Additionally, extension services play a crucial role in expanding knowledge, skills, and attitudes about the management of socio-economic-agricultural practices by understanding the existing techno political ecosystem and exploring a basket of technology alternatives for making informed decisions.

Women Folk: A Precious Resource

India’s ancient history ascribes a divine status to women. Laxmi, Durga and Saraswati are the three great goddesses of Prosperity, Power and Wisdom respectively. The ancient scriptures declared that ‘God lives where women are worshipped’. However, a multitude of derogatory attributes have been ascribed to women in the post-vedic period. According to Manu, “a woman must never be independent. In childhood, she must be subject to her father, in youth to her husband, and when her lord is dead, to her sons”. The passive role of women, unfortunately thus visualized, later guided the future course of action leading to their present status of backwardness in general and neglect in the streams of development and scientific arena in particular.

The term ‘gender’ was first used by Ann Oakley and others in 1970s to describe the characteristics of men and women which are socially determined in contrast to biological differences. The term ‘gender’ further explains, a neutral term meaning either men or women or both in a particular context. The goal is to improve the status of disadvantaged class and get rid of socially created and approved discriminations. The green revolution in India changed the face of agriculture but apparently it contributed to two general trends (FAO, 1996) where wealthy have benefited more from technological change in agriculture than the less well off andsecondly men have benefited more than women.

1. Introduction

Poultry industry in India stands out as a major success story. It’s phenomenal that India’s poultry production whichstarted justas a backyard venture before 1960s, has shaped up into a proven agribusiness, where its annual turnover exceeds Rs 30,000 crores. Current global ranking of India is that of number three, in terms of egg production (behind China [1st] and USA [2nd]), and of18th position in Broiler production. Today, Poultry is one of the fastest growing industries of the agricultural sector in India at present. The annual growth of broilers and egg production is 8-10% compared to 1-2% for production of agricultural crops [3].

Poultry production forms an important Agrarian Avenue providing valuable animal proteins for the fast-growing human population of the developing India, with promises of additional income to small and marginal farmers.Rural and backyard poultry farming is very common among landless and marginal farmer families in India and is a rewarding source of additional income. It involves low investment with high returns which can be easily operated by women, children and elder members of the farm families. Poor households generate good income through backyard poultry farming which provides meat and egg rich in protein and energy. Agriculture including animal husbandry provides 30-40% employment in terms of man/woman days in a year. Scarcity of land holdings, land fragmentation and seasonal agriculture aresome of the reasons that crop production only is unable to provide cent percent employment to the rural youths (men and women).

1. Introduction

Cattle are one of the important livestock species of the country which forms an integral part of Indian agriculture since ages. Human progress depends on the utilisation of animals and natural resources in a balanced way. Cow, in particular, is considered as a part of the family in India. Cattle have been of the utmost importance for the sustenance of agriculture, nutrition supply and religious practices in India. Frequent references on cattle farming are found in Indian mythological books and historical writings regarding their utilization in agriculture as draught power, milk production and source of manure. Approximately 200 million Indians are involved in livestock farming, including around 100 million dairy farmers. Roughly 80% of bovines in the country are low on productivity and are reared by small and marginal farmers. Most of the local cows are managed on a low input and low output system for production of milk for the household nutritional requirement and sale surplus milk to dairy co-operatives or local milk sellers. Poor genetic makeup of Indian livestock is the main reason for their lower productivity as compared to the recorded potential of animals in temperate climate. With the change in food consumption pattern due to urbanization, increase in health awareness, reduced requirement of draught animal power due to mechanisation, etc., the demand for milk and milk products have increased many folds.

1. Introduction

India has 536.76 million livestock as per 20th Livestock Census 2019. Livestock plays a vital role in improving the socio-economic conditions of rural masses especially for landless and marginal farmers; as well as an important role in the national economy. Livestock production and agriculture are closely related and vital for the overall food security. Agriculture diversification through animal husbandry is one of the primary factors of growth in rural incomes. A higher public investment in livestock sector is the need of the hour for doubling farmers’ income. Future economic growth would have to come from improvements in animal productivity. India is bestowed with a great degree of livestock biodiversity which can be elucidated in hosting more than 200 breeds across all the species. Along with producing A2 milk, desi cattle are renowned for withstanding heat, illness resistance, immunity to ticks and parasites and low maintenance requirements. The various indigenous breeds of agricultural animals are mostly the consequence of evolutionary processes. They were improved through field progeny testing & selection. Conservation and propagation of most precious high producing elite buffalo germplasm though the cloning technique is the contribution of the scientists to the buffalo rearing farmers of the country. The Indian Jamunapari goat is one of the ancestors of the American Nubian. Goat milk is an excellent source of vitamin A, is high in digestible protein, contains significantly lower levels of alpha-S1-casein, contains slightly less lactose, and has more non-digestible carbohydrates than cows’ milk.

1. Introduction

Fish forms an integral component of the Indian food basket and it is more so for the population living in the eastern and north eastern States of India. The eastern states of India include States such as West Bengal, Bihar, Jharkhand and Odisha. As per a current estimate of 2023 (https://www.indiacensus.net), approximately a population of 31.66 crore, i.e. 22.15% of the country’s total, live in these four States. Due to the suitable geographical terrain, these states have been bestowed upon a large number of riverine stretches, a large number of natural reservoirs of varied sizes, beels and floodplain wetlands, and a huge plain terrain supporting ponds and tank resources. Due to the very nature of the land and the popularity of fish among the populace, these eastern Indian states have also served as the main stage for the development of fisheries and aquaculture during the last centuries in the country. Further, many of the epoch making technologies for the development of fisheries in the inland waters as well as aquaculture in the ponds have originated from this region.

1. Introduction

The agricultural sector plays a pivotal role in driving economic development in India, a nation with a population of 1.39 billion, making it the world’s second most populous country according to the United Nations’ World Population Prospects 2019. With 54.6 percent of the workforce engaged in agriculture as per the 2011 Census, and contributing 18.6 percent to the Gross Value Added (GVA) in 2021-22, its significance cannot be overstated. Notably, women play a substantial role in this sector, with rural females exhibiting a higher workforce participation rate of 41.8 percent compared to 35.31 percent for urban women (MoSPI, 2017). In rural communities, agriculture and allied sector is the primary source of livelihood that includes 80 percent of all economically active women, out of which 33 percent constitute agricultural labour force and 48 percent are self-employed farmers. Rural women are engaged at all levels of the agricultural value chain; i.e., production- pre-harvest, post-harvest, processing, packaging, marketing to increase productivity in agriculture (Nilam Patel etal, 2022). As per Pingali et al. (2019), the ratio of women to men working in the agricultural sector has increased over the time and made a greater amount of contribution to GDP per capita. They are the momentous demographic group for a sustainable food system (FAO, 2011). Empowering women in agriculture through reforms aimed at ensuring equal access to resources, skill development, and opportunities is projected to increase agricultural output in developing countries by 2.5 to 4 percent (FAO, 2011).

The systematic identification, evaluation, and integration of the body of published work produced by researchers, scholars, and practitioners is achieved through a rigorous and repeatable method called the review of the literature. It acts as a comprehensive resource, incorporating the most recent information, important discoveries, and theoretical breakthroughs linked to a certain field. The literature review is a useful compilation of important discoveries as well as methodological and theoretical contributions within a certain topic that is frequently seen in academic and scholarly journals.

In all academic areas, the review of literature is a crucial component of research. Its main goal is to assess, evaluate, and make links between our findings and previous research on a particular subject of interest. In addition, the literature review acts as a point of reference and offers helpful insights in the following ways:

i. Approaches

ii. Methods

iii. Variables

The study, which was conducted for nature and dynamics of farm ecology in occupational migration in some areas of West Bengal with the stipulated objectives, the following course of action can be considered in future while conduction repeating study.

• Gender dimensions on occupational migration is the future research area.

• Educational issues for families on transit could have been a very interesting area of research.

• Climate refuge; that is migration due to climate change can be an important area of research.

• Application of data analytics could be effective for modelling and simulation on occupational migration.

• The social ecology of migration itself, is a zone of future research.

Summary

It has been found from the study that for the independent variable Family size (x1 ), the maximum is 9.00, and minimum is 2.00 where Coefficient of variation of this variable is 38.124 per cent, which shows that the level of consistency in the distribution is high. For Average family education (x2 ), the maximum is 6.00, and minimum is 1.250 where Coefficient of variation of this variable is 33.074, which shows that the level of consistency in the distribution is high. Average age (x3 ) of the respondents, the maximum is 58.00, and minimum is 12.500 where Coefficient of variation of this variable is 35.341, which shows that the level of consistency in the distribution is high. The study reveals that Average family income (x4 ), the maximum is 10833.00, and minimum is 3666.00 where Coefficient of variation is 30.796, which shows that the level of consistency in the distribution is high and Family land holding (x5 ), the maximum is 5.500, and minimum is 1.00 where Coefficient of variation of this variable is 38.241, which shows that the level of consistency in the distribution Family land of holding is high. In the study maximum and minimum House type (x6 ) of the respondents are 9.00 and 2.00 respectively where Coefficient of variation of this variable is 30.399, which shows that the level of consistency in the distribution is high. In case of material possession (x7 ), the maximum is 13.00, and minimum is 1.00 where Coefficient of variation of this variable is 70.780, which shows that the level of consistency in the distribution is medium. Source of information for migration (x8 ), the maximum is 4.00, and minimum is 1.00 where Coefficient of variation of this variable is 35.679, which shows that the distribution of the variable is high. It has been found from the study that for the independent variable money required for migration (x9 ), the maximum is 5.00, and minimum is 1.00 where Coefficient of variation of this variable is 26.639 per cent, which shows that the level of consistency in the distribution is high.

This chapter deals with the findings of the study along with the discussion based on the analysis. This study tried to represent its findings as per the objectives of the study. At the end of this chapter, interrelation has been made, explanation has been tried to put out down and attempt has been done to reveal the cause behind it. The results and their pertaining discussion are presented according to the specific objectives of the study.

This table 6.1 presents the distribution of 15 independent variables (x1-x15 ) in terms of their Minimum, Maximum, Mean, Variance, Standard deviation, and Coefficient of variation.

The deliberation on the methodology has been made to understand the concept, methods and techniques which are utilized to design the study, collection of information, analysis of data and interpretation of the findings for revelation of truths and formulation of theories. These chapter deals with the method and a procedure used in the study an consist of eight main parts-

A. Locale of research.

B. Pilot study.

C. Sampling Design.

D. Empirical measurement of the variables.

Research setting refers to the detailed information of an area where the study was conducted. The study area generally comprises of a particular geographical area viz. a state, district, block, or gram panchayat area selected according to the convenience of the investigator who possess adequate knowledge regarding the location, communication facility etc. of the locality so that he can easily approach each and every corner of the area for data collection. Besides the investigators must also have the basic knowledge about the socio demographic background of the people so as to have an easy understanding of their knowledge, attitude and behavior. This chapter is intended to present a brief description of the area in terms of social, economic, and agricultural aspects where the present study has been conducted.

A Literature Review is a systematic and comprehensive analysis of books, articles and research papers to a specific topic providing a base of knowledge on the topic. Literature reviews are designed to identify and critique the existing literature on a topic to justify your research by exposing gaps in current research. This investigation should provide a description, summary, and critical evaluation of works related to the research problem and should also add to the overall knowledge of the topic as well as demonstrating how your research will fit within a larger field of study. A literature review should offer critical analysis of the current research on a topic and that analysis should direct your research objective. This should not be confused with a book review or an annotated bibliography both research tools but very different in purpose and scope. Key to a good Literature Review is to document your process.

Migration shows the trends of social changes. From the historical viewpoint during the process of industrialisation and economic development, people migrate from farms to industries, from villages to cities, from one city to another and from one country to another. In modern times, technological changes are taking place in Asia, Africa and Latin America due to which these regions are witnessing large-scale migration from rural to urban areas.

Economists are interested in the study of migration because migration affects the supply of skilled and semi-skilled labourers, development of industries and commerce causing changes in the employment structure of the migrated people. Formulation of economic policies has a close relation with the process of migration because migration affects the economic and social development of a country.

Human migration involves the movement of people from one place to another with intentions of settling, permanently or temporarily, at a new geographical location. The movement often occurs over long distances and from one country to another, but internal migration, within a single country, is also possible; indeed, this is the dominant form of human migration globally. Migration is often associated with better human capital at both individual and household level, and with better access to migration networks. Age is also important for both work and non-work migration. People may migrate as individuals, in family units or in large groups. There are four major forms of migration: invasion, conquest, colonization and emigration/immigration.

Persons moving from their home due to forced displacement, such as a natural disaster or civil disturbance, may be described as displaced persons or, if remaining in the home country, internally-displaced persons. A person who seeks refuge in another country can, if the reason for Annual Net Migration Rate 2015–2020. Prediction by UN in 2019.leaving the home country is political, religious, or another form of persecution, make a formal application to that country where refuge is sought and is then usually described as an asylum seeker. If this application is successful this person's legal status becomes that of a refugee.

The present research focuses on studying the Entrepreneurial Communication of Farmer Producer Organization (FPO) Members: The Process, Impact, and Innovation. The study was conducted in selected blocks of West Bengal, with a comparative analysis being carried out.

Fifteen Farmer Producer Organizations (FPOs) located in Uttar Dinajpur and Nadia districts of West Bengal were chosen. To ensure a comprehensive understanding of the research area, a pilot study was conducted to explore the geographical landscape, understand the local population, assess relevant institutions, analyze communication channels, and evaluate the extension systems.

With the help of CBBO, an exhaustive list of FPOs was prepared to ensure a representative sample. From this list, a random sampling method was employed to select seventy-five respondents for the study. Primary data were collected using structured interview schedules conducted through personal interviews.

The main objective of this research is to gain valuable insights into the entrepreneurial communication practices of Farmer Producer Organization (FPO) members and assess their impact on entrepreneurship. Additionally, the study aims to explore potential avenues for innovation within FPOs. By conducting a comparative analysis of various FPOs in West Bengal, this research seeks to shed light on their communication processes, effectiveness, and contributions to the overall entrepreneurial ecosystem. The findings of this study have the potential to significantly enhance entrepreneurial communication practices within FPOs, promoting innovation and facilitating the growth of agricultural entrepreneurship in the region of West Bengal.

The provided table displays the distribution characteristics of seven dependent variables (y1-y6 ) and 18 independent variables (x1-x18 ). It includes their minimum, maximum, mean, variance, standard deviation, and coefficient of variation.

In terms of the respondents' average age (x1 ), the graph indicates a value of 48.17, which suggests a highly consistent distribution with a coefficient of variation (C.V.) of 19.24.

Similarly, the table reveals that the respondents' average level of education (x2 ) is 7.02, indicating an average education duration of around seven years per respondent. The variable demonstrates a fairly consistent distribution with a C.V. of 41.72.

Examining the respondents' average years of business experience (x3 ), the table indicates a mean value of 21.05. This implies a similar level of business experience across most respondents, with a fairly consistent distribution and a C.V. of 47.54.

Regarding the typical family size (x4 ), the table shows an average value of 3.92, indicating an approximate average family size of four. The distribution of this variable is also fairly consistent, with a C.V. of 37.21. The mean family education (x5 ) of the respondents is reported as 2.58, which corresponds to an average education level of 3 for the families. The variable exhibits a fairly consistent distribution, with a C.V. of 38.14.

The research methodology is a comprehensive plan and guide that outlines the process of conducting a study. The purpose of this chapter is to provide readers with a clear understanding of the concepts, approaches, and techniques employed in designing a study, collecting data, analyzing it, and interpreting the findings to establish validity and develop theories. For better comprehension, the entire chapter has been divided into the following subsections:

i. Research location

ii. Sampling strategy

iii. Pilot study

iv. The variables and their measures

v. Data collecting strategies

For proper conceptualization and interpretation of data in social science research, it is essential to have a thorough grasp of the traits, attitudes, and behaviours of people in a certain field. This comprises a thorough analysis of the socio-demographic makeup of the local populace in a rural area. The physical, social, or experimental context in which the research is conducted makes up the research setting, which is important since it affects the results. A study's publication must appropriately describe the research environment since it has a significant impact on the findings and how they are interpreted.

For instance, when studying the social behaviour of chimpanzees, researchers must provide detailed information about the observation environment, such as whether the chimpanzees were observed in the wild or in captivity, the number of chimpanzees observed, their social group dynamics, geographic location, time of the study, weather conditions, availability of resources, and environmental factors. Considering these factors helps researchers understand the interplay of various components and factors within the research context.

4.1 Study Area

The present study was carried out in West Bengal, with a focus on the two districts of Uttar Dinajpur and Nadia. The research team specifically selected Farmer Producer Organizations (FPOs) that are operating and present in certain blocks (Kaliyaganj, Hemtabad, Hanskhali, Ranaghat-1) in these two districts.

3.1 Entrepreneurship

3.1.1 The Concept and Definitions

Entrepreneurship is the active search for possibilities using originality and innovation. Taking prudent risks, effectively mobilising and managing resources, and adjusting to shifting market conditions are all part of it. By adding value and having a beneficial effect, entrepreneurs want to expand both commercially and socially.

3.1.2 Meaning of Entrepreneur

The French word "Entrepredre," which means "to undertake" is where the name "Entrepreneur" got its etymological roots. It was originally used to refer to a commander or planner of military missions in France during the 16th century when the phrase first gained popularity.

An entrepreneur is someone who has the knowledge, drive, and vision necessary to launch, run, and succeed in a new business venture while accepting the risks involved in doing so with the intention of making a profit. A common illustration of entrepreneurship is the act of founding a new company. Entrepreneurs are acknowledged as sources of innovation since they bring new concepts and creations to market, frequently displacing preexisting ones.

Nearly 19.9% of India's GDP (Statistics Times.com, 2021) and 54.6% (According to the 2011 census of India) of the people are employed in agriculture, which is important for the country's economy. Despite making up the majority of landowners, small and marginal farmers confront a number of obstacles including restricted access to government services, contemporary technologies, and financial choices. In addition, they frequently experience crop failures and are heavily dependent on shady middlemen and local loan sharks. Following the Y.K. Alagh Committee's recommendations, the Indian government introduced the idea of Farmer Producer Organisation (FPO) in 2001. These organisations are designed to empower small-scale farmers by giving them the ability to communicate directly with consumers and strengthen their negotiating position.

Small-scale farmer groups known as FPOs band together to promote their shared products and pool resources. In India, there are already over 7,300 FPOs registered, with over 1.5 million farmers joining. The Indian government wants to bring together over a million farmers under the FPO umbrella by setting an ambitious objective of 10,000 new FPOs being established by 2024–25.

8.1 Limitations

1. The research was limited to a specific geographic area.

2. The study was constrained by limitations in time and reSources.

3. The study relies on the subjective opinions of the participants, which may be influenced by their individual perspectives and biases, despite the researcher’s efforts to gather them as objectively as possible.

4. It would have been advantageous to include a broader range of relevant variables in the study.

5. A suitable statistical model could have been employed to provide thematic support for the behavior and functioning of the system.

6. The selection of variables could have been expanded by incorporating additional variables that would have demonstrated resilience in domain interactions.

Migration is an integral part of civilization. Everyone is born in a location, wherein, for education he/she needs to migrate elsewhere and after completion of education, there would be further migration for jobs. During Covid-19 it was harshly depicted that more than 50 million migratory workers were forced to quit their job place and when the Covid-19 pandemic apocalypse was over they started re-migrating. Both Push and Pull factors are responsible for Migration. Pull factors incubates choices for migration ad push factors creates a compulsion for migration.Young people from all backgrounds are looking into different ways for rural and urban youth to get about in the town of Darjeeling. Urban adolescents are faced with downward mobility and endure disappointment in their hopes for professional professions and ‘modern’ lives, whereas rural kids enjoy certain types of upward mobility when they relocate into the metropolis (Brown, T. 2015). It is recognized that the main driving force behind migration is the pursuit of better job prospects, and the extent and direction of migration are predominantly influenced by employment opportunities (Khan, 1983). Furthermore, rural areas in Darjeeling have experienced a noticeable trend of male-selective migration in search of better opportunities in the past few decades. This migration primarily occurs towards urban environments within the district and major cities such as Delhi, Kolkata, Chennai, and Mumbai, to name a few important destinations. Several factors have contributed significantly to this phenomenon, including population pressure, degradation of common property reSources like forests, long neglect of the region, economic and social backwardness, low agricultural productivity, and lack of opportunities. While this migration brings in much-needed income, it also diminishes the available workforce in the home villages.

In this chapter, the study’s findings are presented in a structured manner, accompanied by a discussion based on the analysis. The study aimed to present its findings in alignment with its objectives. Towards the end of this chapter, connections between the findings are established, explanations are provided, and an effort is made to uncover the underlying causes. The results and their corresponding discussion are organized according to the specific objectives of the study.

Result: Table 6.1 presents the distribution of 16 independent variables (x1-x16 ) and 3 dependent variables (y1 y3 ) in terms of their Minimum, Maximum, Mean, Variance, Standard deviation, and Coefficient of variation.

According to the study the maximum value for the independent variable Age at survey (x1 ) is 46.00, and minimum is 25.00. The study’s overall distribution was determined to have a mean of 32.938 with a variance of 22.895 and standard deviation 4.785. The high level of consistency is indicated by the variable’s coefficient of variation, which is 14.527%.

According to the study the maximum value for the independent variable Marital status (x2 ) is 18.00 and minimum is 0.00. The study’s overall distribution was determined to have a mean of 3.838 with a variance of 15.783 and standard deviation 3.973. The low level of consistency is indicated by the variable’s coefficient of variation, which is 103.527%.

The methodology has been carefully considered in order to comprehend the idea, procedures, and approaches used in the design of the study, information gathering, data analysis, and finding interpretation for the identification of relevant truths and the development of hypotheses. The methodology and a process employed in the study are covered in this chapter.

5.1 Locale of the Research

The rural areas of Darjeeling-Pulbazar CD block, Jorebunglow-SukhiaPokhri CD block in Darjeeling district in West Bengal was selected for the study. The area had been selected for the study because of the availability of appropriate respondents, people as well as the local language.

5.2 Pilot Study

Prior to beginning the actual research, a pilot study was carried out to better understand the regions, its inhabitants, institutions, and programmes activities associated to the migration process in the research area. During the pilot study period, the respondents’ situational and historical data were gathered.

4.1 Introduction

The research setting pertains to the comprehensive details of a specific area’s social environment where the study is carried out. The study area typically encompasses a distinct geographic region such as a state, district, block, or gram panchayat area, chosen based on the convenience of the researcher who possesses sufficient knowledge about the locality, including its communication infrastructure. This ensures easy access to every part of the area for collecting data.

Migration is a complex phenomenon that has significant implications for individuals, communities, and countries worldwide. It involves the movement of people from one geographical location to another, either within a country or across international borders. The research setting of migration refers to the specific context in which migration patterns and processes are studied. Understanding the research setting is crucial for comprehending the underlying factors, dynamics, and consequences of migration.

4.2 Profile of the State

4.2.1 General Information of the State

West Bengal is a state located in the eastern part of India, situated along the Bay of Bengal. It has a population of over 91 million people and covers an area of 88,752 square kilometres (34,267 square miles). West Bengal ranks as the fourth most populous and thirteenth-largest state in India in terms of area, and it is the eighth-most populous country subdivision in the world. The Bengal region, which is a part of the Indian subcontinent, shares borders with Bangladesh to the east, Nepal to the north, and Bhutan to the northwest. It also shares boundaries with the Indian states of Jharkhand, Odisha, Bihar, Sikkim, and Assam. The state capital is Kolkata, which is the third-largest metropolitan city and the seventh-largest city in India by population.

Theoretical orientation involves the scholarly and theoretical process that shapes the precise definition and written content of a complete research project. It involves incorporating conceptual ideas, logical discussions, and the quest for knowledge to develop a theory that aligns with the defined objectives and research design established during the research process.

3.1 Migration

Migration refers to the process of individuals or groups of people moving from one place to another with the intention of establishing a new permanent or semi permanent residence. It involves the relocation of people across geographical, political, or social boundaries, typically over long distances. Migration can occur within a country (internal migration) or involve crossing international borders (international migration).

People migrate for various reasons, including economic opportunities, seeking better living conditions, escaping persecution or conflict, joining family members, pursuing education or career opportunities, or being forced to leave their homes due to natural disasters or environmental factors. The motivations behind migration can be complex and multifaceted, influenced by a combination of push factors (negative circumstances in the home country) and pull factors (attractive opportunities in the destination country).Migration can take different forms, such as labour migration, where individuals move to another region or country for employment purposes, or refugee migration, where people flee their home countries due to fear of persecution or violence. It can be temporary or permanent, with some migrants returning to their home countries after a period of time, while others settle permanently in their new location and may eventually become citizens of that country.

A thorough examination of relevant literature is crucial in any scientific investigation and research. Apart from identifying previous work conducted in the problem area or the specific field of study, the primary function of a literature review is to provide insights into the methods and procedures used, while also establishing a foundation for interpreting the findings. A literature review involves a comprehensive and critical assessment of prior research, offering a summary and overview of a particular research area. This allows readers to understand why the current research program is being pursued. A well-executed literature review delves into the reasons behind selecting a specific research question, integrating and evaluating previous studies, and demonstrating how they relate to the proposed research program. It is important to present all sides of the argument in a clear manner to avoid bias, while also highlighting areas of agreement and disagreement among the existing literature.

In this chapter, we have attempted to provide a concise overview of various studies and writings related to migration. This overview serves to enhance our understanding of the significance and purpose of our current research. Some relevant reviews have been categorized and presented under the following sub headings:

Migration is a worldwide occurrence that can be attributed to various factors such as disparities in economic development, regional differences, and varying living standards among socio-economic groups. It is driven by both push and pull factors. Pull factors include opportunities for better employment and higher wages, while push factors encompass the lack of job prospects in underdeveloped areas, droughts, and scarcity conditions. Unlike the biological factors of mortality and fertility, which operate within a biological framework, migration is influenced by the desires of individuals. Although most migratory movements are intentional, there may be exceptional cases where this is not true. Therefore, migration is a response by individuals to economic, social, political, and demographic forces in their environment and serves as an important indicator of social change in society.

Depending on various findings of the study, the present section put forwards some of the policies that can be implemented for using population mobility as a tool of economic development in both rural and urban areas.

• Steps must be taken to boost up the urban services sector as it is the most attractive sector for urban in-migrants. Pro-migrant policies including some economic and social benefits e.g. free health insurance, employees’ provident fund, grater loan facilities at lower rate etc. must be provided to the migrants so that it helps the labors as well as self-employed persons of urban informal sector.

6.1 Summary

The study analyzed the economics of family migration decision and its relationship with urban informal sector and agricultural efficiency. The study is mainly based on primary survey, though various secondary data Sources have been consulted. The primary survey has been conducted in Birbhum district of West Bengal covering 300 households with equal share of rural and urban households. The selection of the district is mainly guided by the dominance of rural-urban migration and the wide prevalence of both agricultural and non-agricultural activities. By tracing the reasons of migration across the states of India, the study provides a vivid picture of the rural-urban migration in West Bengal and it is associated linkages with agricultural efficiency and urban informal sector. Sophisticated statistical and econometric tools have been utilized to justify the economic explanation of rural urban migration in West Bengal.

Descriptive Statistics of Independent Variable With Respect to Minimum, Maximum, Range, Mean, Standard Deviation of Values, Variance, and Coefficient of Variance:

Results: The variable age (x1 ) having the range between 20 to 62. So, the mean of the age (x1 ) variable is 38.64. Similarly, the other variables education (x2 ), family size (x3 ), family income (x4 ), risk factor (x5 ), management factor (x6 ), natural calamities (x7 ), employment status (x8 ), expenditure (x9 ), push factor (x10 ), pull factors (x11 ) have the mean 5.220, 4.720, 1.270, 0.505, 4.790, 3.875, 4.809, 5.655, 2.226, 5.613 respectively. Here, we see that distribution of variables education (x2 ) and push factor (x10 ) among the respondents are moderately consistent and residual distribution of variables among the respondents are highly consistent.

Local of the study: Migration, from very beginning of civilization, has been one of the most important phenomenons in population distribution across the world. As a result, it has been a major focus of both sociological as well as demographical studies around the world. Though migration theories get its root from the famous article of Ravenstein (1889) but most of the modern migration studies so far have centered around the conventional approach of migration as one of the cornerstones known as the Harris-Todaro Model of Migration Harris and Todaro (1970), which is considered as one of the cornerstones of migration studies. This model dealt with the migration decision of an individual of a family, keeping apart the role of family as a whole. The main approach of this model was some kind of cost-benefit type of assessment in undertaking migration decision. Here the potential migrant was to analyze the expected return that he/she may receive after migrating and the cost that to be borne in the process. If the net return is found to be positive then there is every chance that the concerned person will migrate and more from the place of origin to the place of destinations. The major attack that this approach received is that it gave individual the highest importance in migration decision ignoring the role of ‘family’ and thus the migration studies until recently were partial in nature.

3.1 Introduction

In developing and in semi-developed countries, rural-urban migration is driven by the uneven distribution of employment, income-opportunities etc. (Skeldon, 1990). Rapid population growth, especially in rural areas, provides an important demographic backdrop to these rural-urban population shifts. Given the growing and well-known difficulties that are faced by the overall Indian population in f inding productive employment, it is important to study the characteristics of labors that migrate from rural-urban areas. Under this backdrop, attempts have been made in this study to examine the nature, pattern and determinants of rural urban migration and the spread of urban informal sector and the likely impact of rural-urban migration on agricultural productivity and efficiency.

The economics of migration has drawn attention of many economists and social scientists over the years. Decision making in migration has certain inherent complexities as it takes into account the characteristics of both areas of origin and areas of destinations. Similarly it involves the status of agricultural productivity and efficiency, extant of urban informal sector along with various other amenities available in the destination urban areas. The subject of rural-urban migration and its inter-linkage with urban informal market and agricultural productivity have received considerable attention in theoretical framework as well as in empirical research. Among these vast literatures, the study has reviewed some of them and made a synoptic assessment on these issues in general. Moreover an attempt has been made to review the existing literature on rural-urban migration in West Bengal.

2.1 Migration Decision Making

Migration decision can be two types: individual decision making and family decision making. These two sets of migration decision involve distinctly different sets of factors. Stark (1991) has rightly pointed out that “….the family, should not be treated as if it were an individual”. So there are differences between individual migration decision and family migration decision. Migration decision depends on a host of factors, some are economic, some are demographic and some are sociological in nature. However, individual and family migration decisions are determined by two distinctly different sets of factors.

Migration is inevitable in the process of economic development (Afsar, 2003; Ballard, 2005). There exists a two-way causation between migration and economic development. Migration induces economic development while economic development induces further migration. Migration can be two types: international migration and internal migration. International migration deals with migration across the countries of the world, while internal migration deals with migration within the national boundary of a country (Zohry, 2005). There are four streams of internal migration which are rural-rural, rural-urban, urban-rural, and urban-urban. Among these four streams, rural-urban migration has certain distinct characteristics which affect developmental aspect of both places involved namely, place of origin and place of origin and place of destination. It is well known that developmental disparities between rural and urban triggers rural-urban migration. People generally migrate from less developed rural countryside to more developed urban centers they left farming and engaged in modern works which are more profitable and low risk oriented (Bhattacharya, 1993; de Haan, 1997). The impact of migration can be assessed in several ways; therefore welfare impacts, social impacts, economic impacts etc. For example, remittance send by the urban migrants to their native villages help them to evade poverty; increase consumption; invest more in agriculture, education, health. Remittances have certain social impacts as well.