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Does Family Size Reduce Investment in Children?

Arlene Peguero

 

Economists have long researched the affects that growth in the population size or the increase in the Total Fertility Rate (TFR), have had on the investment on human capital. At the family level, however, it is an analysis of how the number or siblings within a household could potentially impact the academic performance of a child with regards to their educational accomplishments. The effect may be a direct result of competition for the same limited resources amongst children living off the same income; this is of course assuming that all children living within that household are dependent, at least to some extent, on the resources provided in the household.

The following studies have served to reinforce the notion that household resources are finite, (i.e. households are faced with a budget constraint) and that an increase in the number of people living within a household would limit the amount of resources provided to each person, specifically children. However, the data from different countries show that there are other factors, besides family size, that serve as determinants in parental investment decisions, in specific, in societies where the money flow goes from children to parents and when the value placed on a child is influenced by his/her ability to obtain wealth. According to studies made in third world countries, gender, household structure, the literacy among parents, traditional roles, and birth order are but a few of the many factors that accompanies investment and potentially influences a parent's decision regarding whether to finance a child's education in developing countries. Therefore, to respond to the question, Does large family size reduce investment in children?, I would refer to the results obtained from data collected in Indonesia, India and Sub-Saharan Africa in specific Kinshasa, capital of the Democratic Republic of Congo, with respect to the quality-quantity tradeoff.


In Kinshasa, the household, this consists of the parents, their children and other children that they foster in their house, along with various characteristics of the household influences parent's investment in child education. The most integral aspect in the Kinshasan household is the economic well-being. (Shapiro & Tambashe, 2001) Like in any other country the decision of schooling comes with a cost, regardless of the level of education. As there is an increase in the amount of school-aged children within a family, assuming that the level of economic well-being remains constant or undergoes no significant changes, the cost of schooling for each child produces a tighter constraint on the parent budget. Due to this tighter constraint and their responsibility in household decision making, parents must resort to selecting which children would go through formal schooling as well as when they would begin.


In Congolese societies, returns to education might be greater for males than for females; therefore, parents would most likely place priority on the educating male children rather than the female children. This can possibly explain the higher percentages of enrollment and educational attainment by male compared to females, as the household economic well-being increased. (Shapiro & Tambashe, 2001) Yet, this was inconsistent in high levels of economic well-being where the data showed that there was a decline in the amount of gender differences. Oddly enough, however, according to the data of youth aged 10-14, even when the households were headed by females, girls still had a significantly lower educational attainment. (Shapiro & Tambashe, 2001) Despite the significance of gender in sub-Saharan African societies, the structure and composition of households equally determines "the time allocation of children among schooling, work at home, and work in the market." (Shapiro & Tambashe, 2001) Urban Sub-Saharan families tend to raise children of the extended family to increase, for the most part, the opportunities those children have of getting an education. However, like in nearly all households, parents, when faced with a limited amount of resources, they would prefer to provide for their own children before providing for the child of another, which is proved by the lower levels of educational attainment by children who were fostered. On the other hand, when it comes to child care provision Congolese families depend on the help of both their children and fostered children and the findings actually reveal that there is a negative correlation between the number of children ages 0-5 and the school enrollment of children ages 6-14 and educational attainment by children between the ages of 10-14. Therefore, the more young children there are within a household the more the presence of their older children will be needed in the household while the parents are off to work. As mentioned above, households which are growing in numbers go through what Paris and Willis called resource dilution, where "large family size will tend to lower educational attainment for all children." (Shapiro, 362) However, developing countries demonstrate a non-universal resource dilution, which simply means that instead of diminishing the educational attainment by all children only those that are born early would experience less educational attainment since it is normally the first-born child responsible of furnishing more wealth and caring for the younger children while the late-born children are the one's cared for and therefore enjoy of higher levels of education due to more resources available, which is similar to what we see in India.


The study in India focused on the idea of fertility with regard to education, incorporating the notion that parents makes a quality-quantity tradeoff. Although "parents were more likely to invest on late-born children because the role of the first-born children is to "continue to send and bring or bring resources back to the family," (Shapiro & Tambashe, 2001) According to this theory, parents are aware of their limited resources and the two part cost of schooling, indirect and direct, therefore in order to provide their children with a better education they must decide to have fewer children but in countries which normally have high birth rate to counter their high death rates this is not always the case. In fact, the levels of fertility in these countries continue to be significantly higher than that of other countries; however, in India the rate at which women give birth (TFR) has been on a steady declined for the past couple of decades. This can be attributed to the decrease in illiteracy of the female population of India, in specific 49 percent of the lower levels of TFR is a result of the decline in the illiteracy rate, which, in turn, has changed the education-fertility curve in most of India's states into a positive concavity which means that India is going through a fertility transition because with higher levels of educated women there is more female contraceptives awareness. Moreover, the higher levels of literacy among females indicate that more female mothers or head of households are educated and the data from this study gives evidence that literacy among India parents increases the level of educational attainment by their children but because of the traditional male preferences in Indian families, or the "unwantedness" of females, provides evidence that family sizes seem to have a stronger effect on the education of daughter than of sons and of first-borns rather than late-born.


On the other hand, the approach taken to study the Indonesian families was different because instead of examining the effect of an additional child or the growth of family size on that child's education, the focus was on how the number of children affected illness and the cure of illnesses. According to the analysis, the number of children was not significantly affected by the number of siblings in the family but rather by whether the child was "wanted" or "unwanted" by the parent. (Jensen, 2002) The study showed that the probability of obtaining diarrhea or fever/cough was increased as a result of the "unwantedness" of the child. The other factor in determine how easily a child contracted these illnesses was the conditions under which the child was living, whether they lived in a place where they had access to flush toilets, or lived in areas where it was less likely of getting ill. They demonstrated that health was as significant of an indicator of a child's well being as was their education. This study like the others kept in maintained that the amount of resources that the parents have are finite and in families especially those in large families children actually compete to obtain the resources. The study shows that in fact in an Indonesian family children are not significantly competing for these resources because what actually determines the availability of these resources to the children is whether or not they are wanted in the family. The Results showed that in fact those children that live in poorer environments and are of uneducated parent are at a higher risk of contracting a disease and of those children living in poorer neighborhoods those that are unwanted are less likely to obtain cure for their illnesses.

 

 

References

Jensen, Eric R. and Dennis A. Ahlburg, (2002) Family Size; Unwantedness, and Child Health and Health Care Utilization in Indonesia", in Bulletin of Indonesian Economic Studies, Vol. 38, No. 1, 2002, pp. 43-59.


Shapiro, David; Tambashe, B. Oleko (2001), "Gender, Poverty, Family Structure, and Investments in Children's Education in Kinshasa, Congo", Economics of Education Review v20, n4 (August 2001): 359-375.


Bhat, P. N. Mari (2002), "Returning a Favor: Reciprocity between Female Education and Fertility in India", World Development v30, n10 (October 2002): 1791-1803.


Kelley, Allen C. (1996), "The Consequences of Rapid Population Growth on Human Resource Development: The Case of Education", in The Impact of Population Growth on Well-Being in Developing Countries, Dennis A. Ahlburg, Allen C. Kelley and Karen Oppenheim Mason (editors), Springer Verlag, New York, 1996, pp. 67-138..

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Arlene Peguero
Prof. Horlacher
Economics
Does Family Size Reduce Investment in Children? Spring Semester 2007

Economists have long researched the affects that growth in the population size or the increase in the Total Fertility Rate (TFR), have had on the investment on human capital. At the family level, however, it is an analysis of how the number or siblings within a household could potentially impact the academic performance of a child with regards to their educational accomplishments. The effect may be a direct result of competition for the same limited resources amongst children living off the same income; this is of course assuming that all children living within that household are dependent, at least to some extent, on the resources provided in the household. The following studies have served to reinforce the notion that household resources are finite, (i.e. households are faced with a budget constraint) and that an increase in the number of people living within a household would limit the amount of resources provided to each person, specifically children. However, the data from different countries show that there are other factors, besides family size, that serve as determinants in parental investment decisions, in specific, in societies where the money flow goes from children to parents and when the value placed on a child is influenced by his/her ability to obtain wealth. According to studies made in third world countries, gender, household structure, the literacy among parents, traditional roles, and birth order are but a few of the many factors that accompanies investment and potentially influences a parent's decision regarding whether to finance a child's education in developing countries. Therefore, to respond to the question, Does large family size reduce investment in children?, I would refer to the results obtained from data collected in Indonesia, India and Sub-Saharan Africa in specific Kinshasa, capital of the Democratic Republic of Congo, with respect to the quality-quantity tradeoff.
In Kinshasa, the household, this consists of the parents, their children and other children that they foster in their house, along with various characteristics of the household influences parent's investment in child education. The most integral aspect in the Kinshasan household is the economic well-being. (Shapiro & Tambashe, 2001) Like in any other country the decision of schooling comes with a cost, regardless of the level of education. As there is an increase in the amount of school-aged children within a family, assuming that the level of economic well-being remains constant or undergoes no significant changes, the cost of schooling for each child produces a tighter constraint on the parent budget. Due to this tighter constraint and their responsibility in household decision making, parents must resort to selecting which children would go through formal schooling as well as when they would begin.
In Congolese societies, returns to education might be greater for males than for females; therefore, parents would most likely place priority on the educating male children rather than the female children. This can possibly explain the higher percentages of enrollment and educational attainment by male compared to females, as the household economic well-being increased. (Shapiro & Tambashe, 2001) Yet, this was inconsistent in high levels of economic well-being where the data showed that there was a decline in the amount of gender differences. Oddly enough, however, according to the data of youth aged 10-14, even when the households were headed by females, girls still had a significantly lower educational attainment. (Shapiro & Tambashe, 2001) Despite the significance of gender in sub-Saharan African societies, the structure and composition of households equally determines "the time allocation of children among schooling, work at home, and work in the market." (Shapiro & Tambashe, 2001) Urban Sub-Saharan families tend to raise children of the extended family to increase, for the most part, the opportunities those children have of getting an education. However, like in nearly all households, parents, when faced with a limited amount of resources, they would prefer to provide for their own children before providing for the child of another, which is proved by the lower levels of educational attainment by children who were fostered. On the other hand, when it comes to child care provision Congolese families depend on the help of both their children and fostered children and the findings actually reveal that there is a negative correlation between the number of children ages 0-5 and the school enrollment of children ages 6-14 and educational attainment by children between the ages of 10-14. Therefore, the more young children there are within a household the more the presence of their older children will be needed in the household while the parents are off to work. As mentioned above, households which are growing in numbers go through what Paris and Willis called resource dilution, where "large family size will tend to lower educational attainment for all children." (Shapiro, 362) However, developing countries demonstrate a non-universal resource dilution, which simply means that instead of diminishing the educational attainment by all children only those that are born early would experience less educational attainment since it is normally the first-born child responsible of furnishing more wealth and caring for the younger children while the late-born children are the one's cared for and therefore enjoy of higher levels of education due to more resources available, which is similar to what we see in India.
The study in India focused on the idea of fertility with regard to education, incorporating the notion that parents makes a quality-quantity tradeoff. Although "parents were more likely to invest on late-born children because the role of the first-born children is to "continue to send and bring or bring resources back to the family," (Shapiro & Tambashe, 2001) According to this theory, parents are aware of their limited resources and the two part cost of schooling, indirect and direct, therefore in order to provide their children with a better education they must decide to have fewer children but in countries which normally have high birth rate to counter their high death rates this is not always the case. In fact, the levels of fertility in these countries continue to be significantly higher than that of other countries; however, in India the rate at which women give birth (TFR) has been on a steady declined for the past couple of decades. This can be attributed to the decrease in illiteracy of the female population of India, in specific 49 percent of the lower levels of TFR is a result of the decline in the illiteracy rate, which, in turn, has changed the education-fertility curve in most of India's states into a positive concavity which means that India is going through a fertility transition because with higher levels of educated women there is more female contraceptives awareness. Moreover, the higher levels of literacy among females indicate that more female mothers or head of households are educated and the data from this study gives evidence that literacy among India parents increases the level of educational attainment by their children but because of the traditional male preferences in Indian families, or the "unwantedness" of females, provides evidence that family sizes seem to have a stronger effect on the education of daughter than of sons and of first-borns rather than late-born.
On the other hand, the approach taken to study the Indonesian families was different because instead of examining the effect of an additional child or the growth of family size on that child's education, the focus was on how the number of children affected illness and the cure of illnesses. According to the analysis, the number of children was not significantly affected by the number of siblings in the family but rather by whether the child was "wanted" or "unwanted" by the parent. (Jensen, 2002) The study showed that the probability of obtaining diarrhea or fever/cough was increased as a result of the "unwantedness" of the child. The other factor in determine how easily a child contracted these illnesses was the conditions under which the child was living, whether they lived in a place where they had access to flush toilets, or lived in areas where it was less likely of getting ill. They demonstrated that health was as significant of an indicator of a child's well being as was their education. This study like the others kept in maintained that the amount of resources that the parents have are finite and in families especially those in large families children actually compete to obtain the resources. The study shows that in fact in an Indonesian family children are not significantly competing for these resources because what actually determines the availability of these resources to the children is whether or not they are wanted in the family. The Results showed that in fact those children that live in poorer environments and are of uneducated parent are at a higher risk of contracting a disease and of those children living in poorer neighborhoods those that are unwanted are less likely to obtain cure for their illnesses.

 

 

 

 

 

 

References

Jensen, Eric R. and Dennis A. Ahlburg, (2002) Family Size; Unwantedness, and Child Health and Health Care Utilization in Indonesia", in Bulletin of Indonesian Economic Studies, Vol. 38, No. 1, 2002, pp. 43-59.
Shapiro, David; Tambashe, B. Oleko (2001), "Gender, Poverty, Family Structure, and Investments in Children's Education in Kinshasa, Congo", Economics of Education Review v20, n4 (August 2001): 359-375.
Bhat, P. N. Mari (2002), "Returning a Favor: Reciprocity between Female Education and Fertility in India", World Development v30, n10 (October 2002): 1791-1803.
Kelley, Allen C. (1996), "The Consequences of Rapid Population Growth on Human Resource Development: The Case of Education", in The Impact of Population Growth on Well-Being in Developing Countries, Dennis A. Ahlburg, Allen C. Kelley and Karen Oppenheim Mason (editors), Springer Verlag, New York, 1996, pp. 67-138..

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Arlene Peguero
Prof. Horlacher
Economics
Does Family Size Reduce Investment in Children? Spring Semester 2007

Economists have long researched the affects that growth in the population size or the increase in the Total Fertility Rate (TFR), have had on the investment on human capital. At the family level, however, it is an analysis of how the number or siblings within a household could potentially impact the academic performance of a child with regards to their educational accomplishments. The effect may be a direct result of competition for the same limited resources amongst children living off the same income; this is of course assuming that all children living within that household are dependent, at least to some extent, on the resources provided in the household. The following studies have served to reinforce the notion that household resources are finite, (i.e. households are faced with a budget constraint) and that an increase in the number of people living within a household would limit the amount of resources provided to each person, specifically children. However, the data from different countries show that there are other factors, besides family size, that serve as determinants in parental investment decisions, in specific, in societies where the money flow goes from children to parents and when the value placed on a child is influenced by his/her ability to obtain wealth. According to studies made in third world countries, gender, household structure, the literacy among parents, traditional roles, and birth order are but a few of the many factors that accompanies investment and potentially influences a parent's decision regarding whether to finance a child's education in developing countries. Therefore, to respond to the question, Does large family size reduce investment in children?, I would refer to the results obtained from data collected in Indonesia, India and Sub-Saharan Africa in specific Kinshasa, capital of the Democratic Republic of Congo, with respect to the quality-quantity tradeoff.
In Kinshasa, the household, this consists of the parents, their children and other children that they foster in their house, along with various characteristics of the household influences parent's investment in child education. The most integral aspect in the Kinshasan household is the economic well-being. (Shapiro & Tambashe, 2001) Like in any other country the decision of schooling comes with a cost, regardless of the level of education. As there is an increase in the amount of school-aged children within a family, assuming that the level of economic well-being remains constant or undergoes no significant changes, the cost of schooling for each child produces a tighter constraint on the parent budget. Due to this tighter constraint and their responsibility in household decision making, parents must resort to selecting which children would go through formal schooling as well as when they would begin.
In Congolese societies, returns to education might be greater for males than for females; therefore, parents would most likely place priority on the educating male children rather than the female children. This can possibly explain the higher percentages of enrollment and educational attainment by male compared to females, as the household economic well-being increased. (Shapiro & Tambashe, 2001) Yet, this was inconsistent in high levels of economic well-being where the data showed that there was a decline in the amount of gender differences. Oddly enough, however, according to the data of youth aged 10-14, even when the households were headed by females, girls still had a significantly lower educational attainment. (Shapiro & Tambashe, 2001) Despite the significance of gender in sub-Saharan African societies, the structure and composition of households equally determines "the time allocation of children among schooling, work at home, and work in the market." (Shapiro & Tambashe, 2001) Urban Sub-Saharan families tend to raise children of the extended family to increase, for the most part, the opportunities those children have of getting an education. However, like in nearly all households, parents, when faced with a limited amount of resources, they would prefer to provide for their own children before providing for the child of another, which is proved by the lower levels of educational attainment by children who were fostered. On the other hand, when it comes to child care provision Congolese families depend on the help of both their children and fostered children and the findings actually reveal that there is a negative correlation between the number of children ages 0-5 and the school enrollment of children ages 6-14 and educational attainment by children between the ages of 10-14. Therefore, the more young children there are within a household the more the presence of their older children will be needed in the household while the parents are off to work. As mentioned above, households which are growing in numbers go through what Paris and Willis called resource dilution, where "large family size will tend to lower educational attainment for all children." (Shapiro, 362) However, developing countries demonstrate a non-universal resource dilution, which simply means that instead of diminishing the educational attainment by all children only those that are born early would experience less educational attainment since it is normally the first-born child responsible of furnishing more wealth and caring for the younger children while the late-born children are the one's cared for and therefore enjoy of higher levels of education due to more resources available, which is similar to what we see in India.
The study in India focused on the idea of fertility with regard to education, incorporating the notion that parents makes a quality-quantity tradeoff. Although "parents were more likely to invest on late-born children because the role of the first-born children is to "continue to send and bring or bring resources back to the family," (Shapiro & Tambashe, 2001) According to this theory, parents are aware of their limited resources and the two part cost of schooling, indirect and direct, therefore in order to provide their children with a better education they must decide to have fewer children but in countries which normally have high birth rate to counter their high death rates this is not always the case. In fact, the levels of fertility in these countries continue to be significantly higher than that of other countries; however, in India the rate at which women give birth (TFR) has been on a steady declined for the past couple of decades. This can be attributed to the decrease in illiteracy of the female population of India, in specific 49 percent of the lower levels of TFR is a result of the decline in the illiteracy rate, which, in turn, has changed the education-fertility curve in most of India's states into a positive concavity which means that India is going through a fertility transition because with higher levels of educated women there is more female contraceptives awareness. Moreover, the higher levels of literacy among females indicate that more female mothers or head of households are educated and the data from this study gives evidence that literacy among India parents increases the level of educational attainment by their children but because of the traditional male preferences in Indian families, or the "unwantedness" of females, provides evidence that family sizes seem to have a stronger effect on the education of daughter than of sons and of first-borns rather than late-born.
On the other hand, the approach taken to study the Indonesian families was different because instead of examining the effect of an additional child or the growth of family size on that child's education, the focus was on how the number of children affected illness and the cure of illnesses. According to the analysis, the number of children was not significantly affected by the number of siblings in the family but rather by whether the child was "wanted" or "unwanted" by the parent. (Jensen, 2002) The study showed that the probability of obtaining diarrhea or fever/cough was increased as a result of the "unwantedness" of the child. The other factor in determine how easily a child contracted these illnesses was the conditions under which the child was living, whether they lived in a place where they had access to flush toilets, or lived in areas where it was less likely of getting ill. They demonstrated that health was as significant of an indicator of a child's well being as was their education. This study like the others kept in maintained that the amount of resources that the parents have are finite and in families especially those in large families children actually compete to obtain the resources. The study shows that in fact in an Indonesian family children are not significantly competing for these resources because what actually determines the availability of these resources to the children is whether or not they are wanted in the family. The Results showed that in fact those children that live in poorer environments and are of uneducated parent are at a higher risk of contracting a disease and of those children living in poorer neighborhoods those that are unwanted are less likely to obtain cure for their illnesses.

 

 

 

 

 

 

References

Jensen, Eric R. and Dennis A. Ahlburg, (2002) Family Size; Unwantedness, and Child Health and Health Care Utilization in Indonesia", in Bulletin of Indonesian Economic Studies, Vol. 38, No. 1, 2002, pp. 43-59.
Shapiro, David; Tambashe, B. Oleko (2001), "Gender, Poverty, Family Structure, and Investments in Children's Education in Kinshasa, Congo", Economics of Education Review v20, n4 (August 2001): 359-375.
Bhat, P. N. Mari (2002), "Returning a Favor: Reciprocity between Female Education and Fertility in India", World Development v30, n10 (October 2002): 1791-1803.
Kelley, Allen C. (1996), "The Consequences of Rapid Population Growth on Human Resource Development: The Case of Education", in The Impact of Population Growth on Well-Being in Developing Countries, Dennis A. Ahlburg, Allen C. Kelley and Karen Oppenheim Mason (editors), Springer Verlag, New York, 1996, pp. 67-138..

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Sarah Shaikh
Population Growth
Prof. David Horlacher
Discussion Paper #1
March 6, 2007

 

 

 

 

An Answer to the Question "Does the Education of Women Lower Fertility"

 

Are a woman's educational level and the fertility rate related? What about becoming more educated reduces a woman's desire for children? Are children undesirable once a woman can fill a void in her life with work and information? What role does autonomy play in this relationship? Does a man's education level have the same affects on fertility levels? This paper analyzes the relationship between the education of women and fertility levels. Though most researchers have found theoretical and empirical evidence that in general shows that increased education among woman leads to a lower fertility rate, this relationship is a non-linear function and, instead, is highly influenced by other factors (Diamond, 23). This paper uses the information found in the three essays, Why does Education Lead to Lower Fertility? A Critical Review of Some of the Possibilities by Alaka Basu, Fertility, Education, and Development: Evidence from India by Jean Drèze and Mamta Murthi, and Ian Diamond's essay Female Education and Fertility: Examining the Links, to examine and further understand this complex relationship.
This paper is divided into four sections. The first section will present the general attitudes and opinions surrounding the relationship between a woman's education and the fertility rate. The second section will look at the institution of education and media and as well as the role that marriage plays in the relationship between female education and fertility, specifically helping in justifying the general claims. The third section looks at the specifics of a study conducted in South Asia that provides empirical evidence to the theoretical assumption of the relationship between a woman's education and the fertility rate. The last section summarizes the paper.

General Information
Researchers have long been studying the possible causes for the decline in the fertility rates of the developing world. Despite a plethora of conclusions, most researchers have related this decline to the increase in education for women in developing countries (Basu, 1779). Further they have related this to increased status in the family and community this added gender equality has aided in the reduction of the fertility rate (Basu, 1779). Therefore, the general assumption is that increased education for women and gender equality lead to a declination in the fertility rate. Yet, as stated earlier this relationship is complex and affected by the various exceptions to this pattern. The most common exception to this pattern is when increased education levels among women have not affected the fertility rate. Though the relationship is mostly negatively correlated, earlier studies have found exception which show that at very high and very low levels of education among women the relationship is positively correlated (Diamond, 23). These two indicators ultimately lead to increased female autonomy within the community. A woman's confidences and ability to take control of her life decisions can be attributed to an increase in her educational status by providing a woman with the skill sets to make a more educated and informed decisions and become strong in the face of adversity, sexism, and community and familial opposition (Basu, 1779). Thus, gender equality represented by education is at the crux of the education and fertility relationship. However, other mechanisms contribute to this relationship.

Education, Marriage, and Media
In the essay entitled Why does Education Lead to Lower Fertility? A Critical Review of Possibilities, Alaka Basu creates an introspective analysis of factors other than increased gender equality that add to this correlation. Basu suggests that in many developing countries education towards women can exacerbate the problem of inequalities because the content taught to women differs and is often inferior to the content taught to men. Further the essay suggests that the schooling offered to women in these developing areas is unrelated to a woman's ability to be a successful mother or family planner; it instead teaches girls qualities such as discipline, self restraint, and obedience of authority (Basu, 1780). Therefore, Basu proposes that it is not the education, increased literacy aside, but the act of going to school that has a negative impact on the fertility rate. The act of going to school, getting out of the home, and interacting with peers as well as the act of learning and not what is learned that affects a female's confidence. This confidence is could be seen as translated into the development of the educated woman as both a mother and a family planner and ultimately leads to the decrease of the fertility rate (Basu, 1780).
Additionally, Basu uses the institution of marriage to isolate the issue of the declining fertility rates being based on an increase in a woman's education level. This relates back to the issue of a woman's autonomy. Studies have shown that woman who are more educated have more autonomy and freedom to make decisions on a personal, domestic, or external level. Thus, Basu states, that this increase in autonomy leads to greater reproductive autonomy (Basu, 1781). Previous studies have established that educated women marry equally if not more educated men whereas educated men will either marry equally educated or not-educated women. Through these conclusions, studies have been conducted which show that men's education levels have little to no effect on fertility rates.
Further, Basu examines how an increase in education affects a declining fertility rate. This conclusion stems from a three part trajectory. It is a fact that recurring contact with media is a strong forecaster of the populations' attitudes towards fertility, contraceptive use, and family size. Also, a woman's exposure to media is increased with an increase in education (Basu, 1785). Therefore, with increased education a woman has more access to mass media and will in turn learn more about family planning and contraceptive use which will negatively affect the fertility rate.

The Relationship between Fertility and Education in India
In Fertility, Education, and Development: Evidence from India, Jean Drèze and Mamta Murthi look at the quantitatively relationship between increased education for females and fertility in India. In the 1970's India took an authoritative approach to family planning which failed and ultimately cost Indira Gandhi her position as prime minister. However, since then many Indian states have been able to successfully incorporate non-authoritarian approaches to family planning and controlled population development (Drèze, 34). Due to ambiguity in the direction of causation between educated woman and fertility rates, Drèze dissects the fertility rate to look specifically at the weight increased female education has on family size, the connection between family size and planned births, and the means of achieving the planned number of births (Drèze, 35). Drèze's initial theoretical conclusions coincide with those presented by Diamond and Basu. First, increased female education results in increase autonomy of the woman in determining the family size. Second, in order to reach the desired family size mothers can plan on fewer births, due to the relationship between increased female educations with decreased child mortality. Last, in agreement with Basu, Drèze increased female education results in increased access to information regarding contraceptives and autonomy in making the decisions regarding family planning (Drèze, 35). Also, increased education will lead to increased labor force participation and thus decrease the fertility rate.
In this particular study the nature of fertility in India is analyzed using cross-sectional time series data. The manipulation of the data points to women's educational levels as one of the crucial factors affecting fertility rate differences across different districts and regions during a ten year period beginning in 1981 and ending in 1991 (Drèze, 35). They create a statistical analysis which looks how the dependent variable, district-level total fertility rate (TFR), is affected by independent variables such as female literacy, male literacy, poverty, urbanization, scheduled castes, scheduled tribes, religion, son preference, as well as a few dummy variables. Specifically, the independent variable for female literacy refers to the percentage of women older than fifteen that are literate and ultimately constitutes female education (Drèze, 40). The results of the regression show that, in India, female literacy or education has a negative impact on the Total Fertility Rate and the coefficient for the variable is highly significant (Drèze, 46). Therefore, through an empirical analysis of India, Drèze shows that female education has a significant, negative effect on the fertility rate. Further, this study corrects any possible sources of error by creating a robust regression which establishes a direct link between female education and fertility (Drèze, 54).

Conclusion
In conclusion, the literature discussed in this paper establishes a correlation between a woman's educational level and the fertility rate. Basu, Drèze, and Diamond all provide sociological, empirical, and theoretical evidence that this relationship actually exists. This paper was divided into three parts which analyzed the complexity and external results of this relationship. The first section provided general information about the relationship between a female's education level and the fertility rate. The second section discusses the theoretical and sociological reasons for the relationship between a female's education and the fertility rate. The third section analyzes an empirical study conducted in India which regresses female education on the total fertility rate.

 

 

 

 

References and Works Cited

Diamond, Ian, (1999), "Female Education and Fertility: Examining the Links", in Critical Perspectives on Schooling and Fertility in the Developing World, Committee on Population, National Research Council, Washington D.C., National Academy Press.
Dreze, Jean; Murthi, Mamta (2001), "Fertility, Education, and Development: Evidence from India", Population and Development Review v27, n1 (March 2001): 33-63.
Basu, Alaka Malwade, (2002), "Why Does Education Lead to Lower Fertility? A Critical Review of Some of the Possibilities", World Development v30, n10 (October 2002): 1779-1790.