Air Pollution, Its Health Effects on Residents of Patna: A Case Study †

: Air pollution is a serious issue in most parts of Bihar, especially in its capital city, Patna. The air quality in Patna has significantly worsened due to factors like rapid urbanization, increased traffic, and various natural and human-related causes. This decline in air quality has led to several negative health effects. In light of this, the aim of this study was to examine how air pollution affects the long-term health of Patna’s residents, taking into account age and exposure time as important factors. We gathered data from one busy intersection in Patna, specifically Danapur. Health effects from air pollution were collected from the residents via a formatted questionnaire. To analyze the relationship between age, exposure time, and the health effects reported by the participants, we used a statistical test called the chi square test of independence. The findings of the study revealed a clear link between age, exposure time, and the health status of the participants. We concluded that older individuals and those with longer exposure times faced a higher risk associated with the increasing air pollution levels. This study provides a foundation for raising awareness among both authorities and the general public of the adverse health impacts associated with declining air quality, emphasizing the urgency in taking appropriate measures to counter this challenge.


Introduction
Bihar's capital city Patna, India, particularly bears the brunt of air pollution, a burgeoning concern across numerous regions worldwide [1].Several factors, including rapid urbanization, an increase in vehicular traffic, and a blend of natural and anthropogenic sources, have resulted in significant deterioration of Patna's air quality [2].Multifaceted challenges have been posed as a result of deteriorating air quality, especially in the context of public health.The purpose of this study was to examine the complex relationship between air pollution and well-being in Patna, especially regarding the effects over long periods of time, taking age and the exposure period into account [3].The ambient air conditions were reflected in the data collected from the bustling district of Danapur Cantt within Patna.Through a meticulously designed questionnaire, we obtained firsthand accounts from the local population regarding the health effects associated with air pollution, in addition to objective data.A rigorous statistical framework was used to explore the intricate relationship between age, exposure duration, and health implications [4].Among the analytical tools available, the chi square test of independence proved most effective in establishing patterns and correlations within the dataset.Based on the results of this comprehensive analysis, it was revealed that extended periods of exposure to high pollution levels are connected to an advancing age of individuals, further exposing their heightened vulnerability to health problems.There is an imperative need for strategic intervention, highlighting an imperative step toward resolving this complex challenge and enhancing Patna's well-being.

Method
The area selected for our study was Marshall Bazaar at Danapur Cantt.The area was so chosen as it usually had high vehicular density and had markets in and around it.A structured questionnaire was prepared, which was then used to collect data from individuals like auto rickshaw drivers, shop owners, vendors, etc., to assess the short-term and long-term effects of air pollution on their health.Figure 1 depicts the flowchart used in the study.

Survey Data
Survey data were collected using a face-to-face interview method.The questionnaire is based on asking for age, exposure time, and the health problems they are facing.Health problems are of two types-short-term diseases, which include Headache, coughing, sneezing, ENT irritation, etc., while long-term diseases include Asthma, Bronchitis, Lung Cancer, and other respiratory problems.Table 1 depicts the Occurrence of diseases in people owing to Air pollution with their age as variable and Table 2 depicts the Occurrences of diseases in people owing to Air pollution with their exposure time as variable.

Results and Discussions
In this paper, the effect of air pollutants on human health is studied.For this purpose, initially the air quality parameter of the busy business location of Patna was observed.The commonly observed diseases owing to air pollution are taken from the literature, and the health of people affected due to their exposure to the environment is studied through a structured questionnaire.
Table 3 depicts the Diseased (Long-term) and healthy people in different age groups as per survey.

Long-Term Diseases
The chi square test of independency was adopted to check the dependency of longterm disease with age [5].When the frequencies of the two data groups are known, the chi square test is the best-suited method to check the dependency between the given data.
To check the dependency of long-term disease with age, two hypotheses were assumed: H0.There is no relationship between health of people and age.

H1.
There is a relationship between health of people and age.

Conclusions
In all cases, the p value using the chi square test of independency is >0.05.As a result, the null hypothesis is rejected.Thus, the occurrence of both short-term and long-term diseases is dependent on the age as well as exposure time of individuals.

Figure 1 .
Figure 1.Flowchart used in the study.

Table 1 .
Occurrences of diseases in people owing to Air pollution with their age as variable.

Table 2 .
Occurrences of diseases in people owing to Air pollution with their exposure time as variable.

Table 3 .
Diseased (Long-term) and healthy people in different age groups as per survey.Using chi square test of independence, p value = 0.2924.As p value > 0.05, the null hypothesis is rejected.Thus, occurrence of long-term diseases is dependent on the age group of individuals.