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Civil and Environmental Research www.iiste.org 
ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) 
Vol.6, No.8, 2014 
Solid Wastes Management and its Willingness to Pay in Mingora, 
Swat 
Muhammad Tariq*1 Muhammad Rashid2 
1Department of Environmental Sciences, University of Peshawar, Pakistan. 
2School of Pharmacy The University of Faisalabad, Faisalabad Pakistan. 
*E-mail of the corresponding author: muhammadtariq299@gmail.com 
Abstract 
Solid waste is one of the major environmental dilemmas of Pakistan which causes environmental degradation. 
There is no proper management system for the collection and disposal of solid wastes. The current study is 
design to highlight solid wastes and willingness to pay (WTP) for its management in Mingora Swat, Pakistan. 
The objective of the study is to identify factors effecting solid waste management (SWM) activities and to 
evaluate the relationship of income, house hold size and diseases with WTP for SWM. The study is based on 
primary and secondary data. The value of WTP is taken as dependent variable while income, house hold size and 
diseases are independent variables. Survey questionnaire incorporated the opinion of local people and Tehsil 
Municipal Administrators (TMA), about solid wastes as primary data. According to the current survey, the 
average household per day solid wastes is 1.55 Kg while the total solid wastes generated in Mingora are 45.59 
Ton/day. The study found out that lack of resources and landfills, least government/community interest and lack 
of awareness are the main factors contributes to solid wastes mismanagement in Mingora Swat. The study also 
investigated that bank of river is used for disposal of solid wastes by the TMA while most people used near 
places as a storage for solid wastes. According to 85% of respondents, installation of solid wastes to energy plant 
is the most appropriate method for the management of solid wastes in Mingora Swat. According to the current 
survey 83% of the respondents are agree to pay for the improvement of solid wastes management system. About 
44% of the respondents have willingness to pay 100 rupees per month for solid wastes management system. The 
statistical analysis shows 0.888 correlations between WTP and income per month. 
Key words: Solid wastes, Management of solid wastes, Willingness to Pay, Mingora Swat. 
1. INTRODUCTION 
Any discarded material which comes from domestic, commercial and industrial sources and which can be used 
as a valuable raw material is called solid waste (Shaful and mansoor 2003). Solid waste can be defined as 
material that no longer has any value to the person who is responsible for it, and is not intended to be discharged 
through a pipe. It is generated by domestic, commercial, industrial, health care, agricultural and mineral 
extraction activities and accumulates in streets and public places. The words garbage, trash, refuse and rubbish 
are used to refer to some forms of solid waste. (Baig 2013). “Municipal solid waste” (MSW) is a term usually 
applied to a heterogeneous collection of wastes produced in urban areas, the nature of which varies from region 
to region. The characteristics and quantity of the solid waste generated in a region is not only a function of the 
living standard and lifestyle of the region's inhabitants, but also of the abundance and type of the region's natural 
resources (Luis et al. 2005). Improper solid waste management is one of the major causes of environmental 
degradation and cause hazards to human being and environment. Management of solid waste reduces or 
eliminates adverse impacts on the environment and human health and supports economic development and 
improved quality of life (UNEP 2005). Solid wastes management problems are growing in developing countries 
because of growing population (Ejaz and Sadiq 2012). According to the Pakistan Environmental Protection 
Agency only 51-69% of the generated waste is collected and the rest remains in the streets or collection points 
(masood 2013). The municipalities in developing countries have no proper funds and resources to control the 
problem of solid wastes mismanagement on sustainable manner (Qadis 2006). It is estimated that presently, 
56,000 tons per day of solid waste is generated in Pakistan. No weighing and disposal facilities are installed at 
any disposal sites. Open burning of waste is estimated from 51-69 % in Pakistan. Much of the uncollected waste 
poses serious risk to public health through clogging of drains, formation of stagnant ponds, and providing 
breeding ground for mosquitoes and flies with consequent risk of malaria and cholera (Baig 2013). 
The current study is conducted to assess the SWM system, WTP for better SWM and its impacts on health and 
environment in Mingora, Swat. Swat is an administrative district in the Khyber Pakhtonkhva of Pakistan, located 
at 34⁰-40’ to 35⁰-55’ North Latitude and 72⁰-08’ to 74⁰-6’ East Longitude. It is one of the districts of KPK and 
is bounded by Chitral and Ghizer districts in the North, Kohistan and Shangla districts in the East, Buner district 
and Malakand protected area in the South and by the districts of Upper and Lower Dir in the West. 
Topographically, Swat is a mountainous region, located among the foothills of the Hindu Kush mountain range. 
This range runs in the general direction of North and South and has a varied elevation within the Swat area, 
beginning from 600 meters above sea level in the South and rising rapidly up towards the North, to around 6,000 
meters above sea level. The Swat region, containing the meandering Swat River, is also home to lush green 
102
Civil and Environmental Research www.iiste.org 
ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) 
Vol.6, No.8, 2014 
valleys, snow-covered glaciers, forests, meadows and plains (Online 2014). The total land area of district Swat is 
5,337 square kilometers. This total area is divided in two tehsils, namely Matta and Swat, having areas of 683 sq. 
km and 4654 sq. km, respectively. About 242, 296 areas are under cultivation. (Agriculture Report 2007). 
2. METHODS 
The current study is based on the primary and secondary data which has been collected from 240 respondents 
excluding 60 respondents of TMA Mingora, Swat in May 2014. For this purpose, two type questionnaires were 
developed to investigate about solid waste, management services, its impacts on health and environment, and to 
find WTP value for SWM in Mingora Swat. Questionnaires were discussed with experts and were pre-tested 
before finalizing it. By using systematic sampling, a sample of 240 questionnaires was distributed among 
residents of Mingora while the remaining 60 questionnaires were given to employees of TMA Mingora, Swat. 
To distribute 240 questionnaires in best way, the mention area was divided into 10 imaginary fragments and 
from each fragment 24 
respondents were selected. Secondary data regarding the available services was collected from the district 
offices and internet. For the statistical analysis of the survey Microsoft Excel and SPSS was used to find 
regression, coefficient, correlation, standard deviation, sum, Mean, Mode, Median, Standard error, Sample 
variation, Kurtosis, Skewness, Range, Maximum value, Minimum value, Number of respondents, Percentages, 
etc. Four variables were taken for data analysis, in which one variable (WTP) was taken dependent variable and 
three variables (Income, House hold size and diseases) were taken as independent variables. The results are 
shown by the Bar graphs, Pie charts and Tables The model used for determination of household WTP for better 
solid waste management services is 
103 
WTP 
i 
= β 
0 
+ + β 
1 
I +β 
2 
HHS + β 
3 
DH+ u 
i 
WTP= Willingness to Pay 
I=Income of household 
HHS=Household Size 
DH=Disease History 
Table No: 1 Statistical summary of the study: 
Statistics Willingness To Pay Income/month House hold size Disease History 
Mean 83.54 21853.75 7.16 1.56 
Standard Error 4.10 306.21 0.11 0.08 
Median 100 21500 7 1 
Mode 100 2100 8 1 
Standard Deviation 63.55 4744 1.81 1.28 
Sample Variance 4027.15 22504839 3.28 1.65 
Kurtosis 2.05 3.52 -0.34 0.02 
Skewness 1.15 1.34 0.37 0.72 
Range 300 28000 8 5 
Minimum 0 12000 4 0 
Maximum 300 40000 12 5 
Sum 20050 5244900 1720 376 
Total Respondents 240 240 240 240
Civil and Environmental Research www.iiste.org 
ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) 
Vol.6, No.8, 2014 
104 
3. RESULTS AND DISCUSSION 
Figure 1: This figure shows us different types of solid wastes and its proportion in percentage, which is 
based on the information of 240 respondents. 
The current study determined that plastic such as polythene bags, food wastes, papers and glasses are the major 
types of solid wastes in Mingora as shown in Figure 1. According to the 40% of respondents, the main solid 
wastes in Mingora are plastics which are followed by food wastes. 
Figure 2: The data obtained from 240 respondents, shows us different sources of solid wastes in Mingora, 
Swat. The percentage value shows us the agreed respondents for specific source of solid wastes. 
The current study investigated that main source of solid wastes in Mingora are commercial sites, hospitals, 
houses and schools as shown in Figure 2. According to 47% of respondents the main source for solid wastes in 
Mingora are Commercial sites. Similarly hospitals and household wastes are responsible for plastic and food 
wastes, for which 20% and 17% respondents are agreed. An inline study found that plastic and food wastes from 
commercial sites and houses are the main sources of solid wastes (Zhang et al. 2010). Similarly another inline 
reported that in Malaysia household and commercial wastes are the primary sources of solid wastes. On daily 
basis about 0.5 to 0.8 Kg/capita solid wastes generated in Malaysia (Manaf et al. 2009).
Civil and Environmental Research www.iiste.org 
ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) 
Vol.6, No.8, 2014 
105 
. 
Figure 3: The figure show us various impacts of solid wastes in Mingora, Swat. The vertical axis show the 
strength of respondents agreed to specific type of impact. The data obtained from the 240 respondents. 
The current study informed that solid wastes have adverse impacts on health and environment in Mingora, Swat. 
The adverse impacts of solid wastes are bad odor, diseases, soil and water pollution as shown in Figure 3. The 
most adverse impacts of solid wastes are bad odor and disease to which 38% and 30% of respondents agreed. An 
inline study claimed that Improper solid waste management is a great cause of environmental damage in 
Pakistan and creates a serious threat to human health and environment (Mahar et al. 2007). Another inline study 
reported that wastes in opened space are responsible for water pollution, soil pollution, biodiversity loss, bad 
smell, diseases and other environmental resources degradation (Ejaz and Sadiq 2012). 
Figure 4: This figure is also based on the information of 240 respondents and show us different sites using 
for the disposal of solid wastes in Mingora, Swat. The percentage value show us the agreed respondents to 
specific site used for disposal of solid wastes in Mingora, Swat. 
The current study declared that near places, dustbins, gutters and road sides are used for the disposal of solid 
wastes as shown in Figure 4. According to 65% of the respondents the main disposal site used by the people of 
Mingora for the solid wastes is nearby open places. These wastes which are mostly found in opened space which 
is responsible for environmental degradation. These results were in line with the study of (Ejaz and Sadiq 2012; 
Batool and Chaudhry 2009; Henery 2006).
Civil and Environmental Research www.iiste.org 
ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) 
Vol.6, No.8, 2014 
Figure 5: This figure is based on the data obtained from total 300 respondents. The figure show different 
factors which hindered the management system of solid wastes in Mingora, Swat. The vertical axis show 
the number of respondents agreed to hinder factor for solid wastes management in Mingora, Swat. 
The current study investigated that lack of resources, urbanization, unavailability of space, unawareness, 
improper management system, least interest of community and lack of effective regulation are the factors which 
hinder the solid wastes management system as shown in Figure 5. According to 22% 16% of respondents, lack 
of resources /facilities and urbanization are the two main factors which are responsible for mismanagement of 
solid wastes in Mingora, Swat. Mingora is the capital and main city of district swat and an attractive and growing 
market not only for businessman but other professionals also. So immigration and urbanization is one of the 
major causes of solid waste in mingora which is in line with (Zhang et al. 2010). In Mingora improper 
management of solid waste, least community interest and unawareness are the other contributing factors which is 
similar to the previous study of (Ejaz and Sadiq 2012). 
Figure 6: The data obtained from 60 employees of TMA department. The figure shows the sites using for 
the disposal of solid wastes by the TMA. The percentage value show the strength of employees agreed to 
specific site for the disposal of solid wastes in Mingora, Swat. 
The current research study carried out that TMA department of Mingora, Swat used bank of river, open spaces 
and construction sites for the disposal of solid wastes as shown in Figure 6. According to 62% of the 
respondents river is used as a disposal site for solid wastes in Mingora while 23% and 15% of respondents are 
agreed for open spaces and construction sites respectively, as disposal sites of solid wastes. The disposal of solid 
wastes into river badly affects the aquatic life and also the main cause of many water born disease in these area. 
An inline study shows that mismanagement of household wastes and non-official dumping of solid waste on the 
bank of water created major environmental and health problems (Henery et al, 2006). 
106
Civil and Environmental Research www.iiste.org 
ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) 
Vol.6, No.8, 2014 
Figure 7: The figure is based on information obtained from 240 respondents. The figure investigated the 
best solution of solid wastes disposal in Mingora. The vertical axis shows the number of respondents who 
want the specific method for the disposal of solid wastes. 
The current study also informed about the best possible method for the treatment of solid wastes in 
Mingora, Swat. According to the current survey the efficient methods for the solid wastes disposal in 
Mingora are the installation of waste to energy plant, waste treatment plant, recycling and landfills as 
shown in Figure 7. According to 40% of respondents the best method for the solid wastes is the 
installation of wastes to energy plant while 31% agreed for the wastes treatment plant. An inline study 
reported that solid waste management in developing countries is not good while a lot of municipal 
budget is spend on household waste management (Altaf 2006). It is also emphasized that new 
institution and law should be prepared for proper solid waste management and clean environment 
(Manaf et al. 2009). The 3Rs concept is use in high income countries while this are not generally 
applied in developing countries (Shekhdar 2009). Another inline study reported that recycling activities 
can save 65000,000 Rupees per year, save energy and provide employment (Batool et al. 2008). 
However landfill and incineration are also most feasible technologies for the treatment in Pakistan and 
these are best methods to tackle the problem of solid wastes in Pakistan (Masood 2013). 
Figure 8: The data obtained from 240 respondents which show different amount of money as willingness 
to pay for the disposal of solid wastes in a better way. The x axis values are the agreed respondents for 
specific amount (y axis) to pay for disposal of solid wastes. 
The current study found that 83% of the respondents have willingness to pay for solid wastes management in 
Mingora, Swat. The remaining 17% respondents are not agreed to pay for solid wastes management. The average 
value of willingness to pay is 84 Rupees per month. According to the current survey 44% of respondents have 
willing to pay 100 rupees per month 28% of respondents are agreed to pay 50 rupees per month for solid wastes 
management in Mingora, Swat as shown in Figure 8. According to an inline study conducted in Peshawar, 29% 
and 26% of respondents are agreed to pay 100 and 200 rupees per month respectively, for the improvement of 
solid wastes management system (Khattak et al. 2009). 
107
Civil and Environmental Research www.iiste.org 
ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) 
Vol.6, No.8, 2014 
Table No: 2. Required & available resources for solid waste in Mingora Swat. 
108 
S.N 
o 
Equipments Available Required 
1 Dustbin 0 1000 
2 Hand cart 150 150 
3 Tractor 03 03 
4 Skip loader 03 03 
5 Truck 03 03 
6 Road sweeper 46 120 
7 Street sweeper 84 200 
8 Khwarh sweeper 0 80 
Source: TMA Office Mingora, Swat. 
Table No:3 Correlations 
Willingness to 
pay 
Income House hold size Disease 
Pearson Correlation Willingness to pay 1.000 0.888 -0.123 -0.031 
Income 0.888 1.000 -0.149 -0.075 
House hold size -0.123 -0.149 1.000 0.062 
Disease -0.031 -0.075 0.062 1.000 
Sig. (1-tailed) Willingness to pay . 0.000 0.028 0.314 
Income 0.000 . 0.010 0.123 
House hold size 0.028 0.010 . 0.171 
Disease 0.314 0.123 0.171 . 
Respondents Willingness to pay 240 240 240 240 
Income 240 240 240 240 
House hold size 240 240 240 240 
Disease 240 240 240 240 
The correlation (see Table No 3) shows that there is strong positive correlation between willingness to pay and 
income which is 0.888 in line with the study of Khattak et al. 2009. This show us that income strongly affect the 
value of WTP for better SWM in Mingora, Swat. There exist weak negative correlation (-0.123) between house 
hold size and willingness to pay. There is also slightly negative correlation (-0.031) between WTP and diseases. 
Table No: 4 Model Summary 
Mode 
l 
R R Square Adjusted R 
Square 
Std. Error of 
the Estimate 
1 0.889a 0.790 0.788 29.23221 
a. Predictors: (Constant), Disease, House hold size, Income 
The model summary (see Table No 4) shows that the three independent variables explain 78% variation in the 
dependent variable. 
Table No:5 ANOVAb Model 
Model Sum of 
Squares 
df Mean Square F Sig. 
1 Regression 760822.309 3 253607.436 296.783 .000a 
Residual 201667.274 236 854.522 
Total 962489.583 239 
a. Predictors: (Constant), Disease, House hold size, Income 
b. Dependent Variable: Willingness to pay 
The ANOVA model (see Table No 5) is significant because its significance value is 0.000 which lies in the 
acceptance range of 0.005.
Civil and Environmental Research www.iiste.org 
ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) 
Vol.6, No.8, 2014 
Table No: 6 Coefficientsa 
Model Unstandardized Coefficients Standardized 
109 
Coefficients 
t Sig. 
B Std. Error Beta 
1 (Constant) -181.864 12.826 -14.179 .000 
Income .012 .000 .892 29.539 .000 
House hold size .264 1.056 .008 .250 .803 
Disease 1.734 1.477 .035 1.174 .241 
a. Dependent Variable: Willingness to pay 
The coefficients analysis (see Table No 6) is the most important part of the study where the value of income 
show that it has significant impact on the willingness to pay but the remaining two variables don’t show any 
significant impact on the willingness to pay because its values are not statistically significant. 
4. References: 
Agriculture report., (2007), “Director of Agriculture Statistics, NWFP, Peshawar report 2007”. 
Baig, M.A., (2013), “Municipal Solid Waste Generation and its Disposal Practices in Pakistan” Institute of 
Environmental Science & Engineering (IESE) National University of Sciences & Technology 
(NUST),1-33. 
Batool, S.A., Chaudhry, N., and Majeed, K., (2008), “Economic potential of recycling business in Lahore 
Pakistan”, Waste management, 28(2), 294-298. 
Batool, S.A., and Ch, M.N., (2009), “Municipal solid waste management in Lahore city district, 
Pakistan”, Waste Management, 29(6), 1971-1981. 
Ejaz, N., and Janjua, M.S., (2012), “Solid Waste Management Issue in Small Towns of Developing World: A 
Case Study of Taxila City”, International Journal of Environmental Science and Development, 3(2). 
Henry, R.K., Yongsheng, Z., and Jun, D., (2006), “Municipal solid waste management challenges in 
developing countries–Kenyan case study”, Waste management, 26(1), 92-100. 
Jilani, S., (2007), “Municipal solid waste composting and its assessment for reuse in plant 
production”, Pakistan Journal of Botany, 39(1), 271-280. 
Khattak, N., Khan, J., and Ahmad, I., (2009), “An Analysis of willingness to pay for better solid waste 
management services in urban areas of District Peshawar”, Sarhad J. Agric, 25(3), 529-535. 
Kumah, A.M., (2007), “The Situation of Solid Waste in Ghana. Accra, Ghana”. 
Luis, F., Diaz, George, M., Savage, and Linda, L.E., (2005), “Solid wastes management”, 01, ISBN: 92-807- 
2676-5. 
Mahar, A., Malik, R.N., Qadir, A., Ahmed, T., Khan, Z., and Khan, M.A., (2007), “Review and analysis of 
current solid waste management situation in urban areas of Pakistan”, In Proceedings of the 
International Conference on Sustainable Solid Waste Management. Chennai (pp. 34-41). 
Manaf, L.A., Samah, M.A.A., and Zukki, N.I.M., (2009) “Municipal solid waste management in Malaysia: 
Practices and challenges”, Waste Management, 29(11), 2902-2906. 
Masood, F., (2013), “Solid wastes use an alternative energy source in Pakistan”, Arcada university of 
Applied sciences. 1-38. 
Online: www.cppr.edu.pk/files/Swat_Report.pdf. 
Shafiul, A.A., and Mansoor, A., (2003), “Partnerships for solid waste management in developing countries: 
Linking theories to realities in the Institute of Development Engineering, Water and Development 
Centre (WEDC). Loughborough University, U.K. 
Shekdar, A.V., (2009), “Sustainable solid waste management: an integrated approach for Asian 
countries”, Waste Management, 29(4), 1438-1448. 
Zhang, D.Q., Tan, S.K., and Gersberg, R.M., (2010), “Municipal solid waste management in China: Status, 
problems and challenges”, Journal of Environmental Management, 91(8), 1623-1633.
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Solid wastes management and its willingness to pay in mingora

  • 1. Civil and Environmental Research www.iiste.org ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) Vol.6, No.8, 2014 Solid Wastes Management and its Willingness to Pay in Mingora, Swat Muhammad Tariq*1 Muhammad Rashid2 1Department of Environmental Sciences, University of Peshawar, Pakistan. 2School of Pharmacy The University of Faisalabad, Faisalabad Pakistan. *E-mail of the corresponding author: muhammadtariq299@gmail.com Abstract Solid waste is one of the major environmental dilemmas of Pakistan which causes environmental degradation. There is no proper management system for the collection and disposal of solid wastes. The current study is design to highlight solid wastes and willingness to pay (WTP) for its management in Mingora Swat, Pakistan. The objective of the study is to identify factors effecting solid waste management (SWM) activities and to evaluate the relationship of income, house hold size and diseases with WTP for SWM. The study is based on primary and secondary data. The value of WTP is taken as dependent variable while income, house hold size and diseases are independent variables. Survey questionnaire incorporated the opinion of local people and Tehsil Municipal Administrators (TMA), about solid wastes as primary data. According to the current survey, the average household per day solid wastes is 1.55 Kg while the total solid wastes generated in Mingora are 45.59 Ton/day. The study found out that lack of resources and landfills, least government/community interest and lack of awareness are the main factors contributes to solid wastes mismanagement in Mingora Swat. The study also investigated that bank of river is used for disposal of solid wastes by the TMA while most people used near places as a storage for solid wastes. According to 85% of respondents, installation of solid wastes to energy plant is the most appropriate method for the management of solid wastes in Mingora Swat. According to the current survey 83% of the respondents are agree to pay for the improvement of solid wastes management system. About 44% of the respondents have willingness to pay 100 rupees per month for solid wastes management system. The statistical analysis shows 0.888 correlations between WTP and income per month. Key words: Solid wastes, Management of solid wastes, Willingness to Pay, Mingora Swat. 1. INTRODUCTION Any discarded material which comes from domestic, commercial and industrial sources and which can be used as a valuable raw material is called solid waste (Shaful and mansoor 2003). Solid waste can be defined as material that no longer has any value to the person who is responsible for it, and is not intended to be discharged through a pipe. It is generated by domestic, commercial, industrial, health care, agricultural and mineral extraction activities and accumulates in streets and public places. The words garbage, trash, refuse and rubbish are used to refer to some forms of solid waste. (Baig 2013). “Municipal solid waste” (MSW) is a term usually applied to a heterogeneous collection of wastes produced in urban areas, the nature of which varies from region to region. The characteristics and quantity of the solid waste generated in a region is not only a function of the living standard and lifestyle of the region's inhabitants, but also of the abundance and type of the region's natural resources (Luis et al. 2005). Improper solid waste management is one of the major causes of environmental degradation and cause hazards to human being and environment. Management of solid waste reduces or eliminates adverse impacts on the environment and human health and supports economic development and improved quality of life (UNEP 2005). Solid wastes management problems are growing in developing countries because of growing population (Ejaz and Sadiq 2012). According to the Pakistan Environmental Protection Agency only 51-69% of the generated waste is collected and the rest remains in the streets or collection points (masood 2013). The municipalities in developing countries have no proper funds and resources to control the problem of solid wastes mismanagement on sustainable manner (Qadis 2006). It is estimated that presently, 56,000 tons per day of solid waste is generated in Pakistan. No weighing and disposal facilities are installed at any disposal sites. Open burning of waste is estimated from 51-69 % in Pakistan. Much of the uncollected waste poses serious risk to public health through clogging of drains, formation of stagnant ponds, and providing breeding ground for mosquitoes and flies with consequent risk of malaria and cholera (Baig 2013). The current study is conducted to assess the SWM system, WTP for better SWM and its impacts on health and environment in Mingora, Swat. Swat is an administrative district in the Khyber Pakhtonkhva of Pakistan, located at 34⁰-40’ to 35⁰-55’ North Latitude and 72⁰-08’ to 74⁰-6’ East Longitude. It is one of the districts of KPK and is bounded by Chitral and Ghizer districts in the North, Kohistan and Shangla districts in the East, Buner district and Malakand protected area in the South and by the districts of Upper and Lower Dir in the West. Topographically, Swat is a mountainous region, located among the foothills of the Hindu Kush mountain range. This range runs in the general direction of North and South and has a varied elevation within the Swat area, beginning from 600 meters above sea level in the South and rising rapidly up towards the North, to around 6,000 meters above sea level. The Swat region, containing the meandering Swat River, is also home to lush green 102
  • 2. Civil and Environmental Research www.iiste.org ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) Vol.6, No.8, 2014 valleys, snow-covered glaciers, forests, meadows and plains (Online 2014). The total land area of district Swat is 5,337 square kilometers. This total area is divided in two tehsils, namely Matta and Swat, having areas of 683 sq. km and 4654 sq. km, respectively. About 242, 296 areas are under cultivation. (Agriculture Report 2007). 2. METHODS The current study is based on the primary and secondary data which has been collected from 240 respondents excluding 60 respondents of TMA Mingora, Swat in May 2014. For this purpose, two type questionnaires were developed to investigate about solid waste, management services, its impacts on health and environment, and to find WTP value for SWM in Mingora Swat. Questionnaires were discussed with experts and were pre-tested before finalizing it. By using systematic sampling, a sample of 240 questionnaires was distributed among residents of Mingora while the remaining 60 questionnaires were given to employees of TMA Mingora, Swat. To distribute 240 questionnaires in best way, the mention area was divided into 10 imaginary fragments and from each fragment 24 respondents were selected. Secondary data regarding the available services was collected from the district offices and internet. For the statistical analysis of the survey Microsoft Excel and SPSS was used to find regression, coefficient, correlation, standard deviation, sum, Mean, Mode, Median, Standard error, Sample variation, Kurtosis, Skewness, Range, Maximum value, Minimum value, Number of respondents, Percentages, etc. Four variables were taken for data analysis, in which one variable (WTP) was taken dependent variable and three variables (Income, House hold size and diseases) were taken as independent variables. The results are shown by the Bar graphs, Pie charts and Tables The model used for determination of household WTP for better solid waste management services is 103 WTP i = β 0 + + β 1 I +β 2 HHS + β 3 DH+ u i WTP= Willingness to Pay I=Income of household HHS=Household Size DH=Disease History Table No: 1 Statistical summary of the study: Statistics Willingness To Pay Income/month House hold size Disease History Mean 83.54 21853.75 7.16 1.56 Standard Error 4.10 306.21 0.11 0.08 Median 100 21500 7 1 Mode 100 2100 8 1 Standard Deviation 63.55 4744 1.81 1.28 Sample Variance 4027.15 22504839 3.28 1.65 Kurtosis 2.05 3.52 -0.34 0.02 Skewness 1.15 1.34 0.37 0.72 Range 300 28000 8 5 Minimum 0 12000 4 0 Maximum 300 40000 12 5 Sum 20050 5244900 1720 376 Total Respondents 240 240 240 240
  • 3. Civil and Environmental Research www.iiste.org ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) Vol.6, No.8, 2014 104 3. RESULTS AND DISCUSSION Figure 1: This figure shows us different types of solid wastes and its proportion in percentage, which is based on the information of 240 respondents. The current study determined that plastic such as polythene bags, food wastes, papers and glasses are the major types of solid wastes in Mingora as shown in Figure 1. According to the 40% of respondents, the main solid wastes in Mingora are plastics which are followed by food wastes. Figure 2: The data obtained from 240 respondents, shows us different sources of solid wastes in Mingora, Swat. The percentage value shows us the agreed respondents for specific source of solid wastes. The current study investigated that main source of solid wastes in Mingora are commercial sites, hospitals, houses and schools as shown in Figure 2. According to 47% of respondents the main source for solid wastes in Mingora are Commercial sites. Similarly hospitals and household wastes are responsible for plastic and food wastes, for which 20% and 17% respondents are agreed. An inline study found that plastic and food wastes from commercial sites and houses are the main sources of solid wastes (Zhang et al. 2010). Similarly another inline reported that in Malaysia household and commercial wastes are the primary sources of solid wastes. On daily basis about 0.5 to 0.8 Kg/capita solid wastes generated in Malaysia (Manaf et al. 2009).
  • 4. Civil and Environmental Research www.iiste.org ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) Vol.6, No.8, 2014 105 . Figure 3: The figure show us various impacts of solid wastes in Mingora, Swat. The vertical axis show the strength of respondents agreed to specific type of impact. The data obtained from the 240 respondents. The current study informed that solid wastes have adverse impacts on health and environment in Mingora, Swat. The adverse impacts of solid wastes are bad odor, diseases, soil and water pollution as shown in Figure 3. The most adverse impacts of solid wastes are bad odor and disease to which 38% and 30% of respondents agreed. An inline study claimed that Improper solid waste management is a great cause of environmental damage in Pakistan and creates a serious threat to human health and environment (Mahar et al. 2007). Another inline study reported that wastes in opened space are responsible for water pollution, soil pollution, biodiversity loss, bad smell, diseases and other environmental resources degradation (Ejaz and Sadiq 2012). Figure 4: This figure is also based on the information of 240 respondents and show us different sites using for the disposal of solid wastes in Mingora, Swat. The percentage value show us the agreed respondents to specific site used for disposal of solid wastes in Mingora, Swat. The current study declared that near places, dustbins, gutters and road sides are used for the disposal of solid wastes as shown in Figure 4. According to 65% of the respondents the main disposal site used by the people of Mingora for the solid wastes is nearby open places. These wastes which are mostly found in opened space which is responsible for environmental degradation. These results were in line with the study of (Ejaz and Sadiq 2012; Batool and Chaudhry 2009; Henery 2006).
  • 5. Civil and Environmental Research www.iiste.org ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) Vol.6, No.8, 2014 Figure 5: This figure is based on the data obtained from total 300 respondents. The figure show different factors which hindered the management system of solid wastes in Mingora, Swat. The vertical axis show the number of respondents agreed to hinder factor for solid wastes management in Mingora, Swat. The current study investigated that lack of resources, urbanization, unavailability of space, unawareness, improper management system, least interest of community and lack of effective regulation are the factors which hinder the solid wastes management system as shown in Figure 5. According to 22% 16% of respondents, lack of resources /facilities and urbanization are the two main factors which are responsible for mismanagement of solid wastes in Mingora, Swat. Mingora is the capital and main city of district swat and an attractive and growing market not only for businessman but other professionals also. So immigration and urbanization is one of the major causes of solid waste in mingora which is in line with (Zhang et al. 2010). In Mingora improper management of solid waste, least community interest and unawareness are the other contributing factors which is similar to the previous study of (Ejaz and Sadiq 2012). Figure 6: The data obtained from 60 employees of TMA department. The figure shows the sites using for the disposal of solid wastes by the TMA. The percentage value show the strength of employees agreed to specific site for the disposal of solid wastes in Mingora, Swat. The current research study carried out that TMA department of Mingora, Swat used bank of river, open spaces and construction sites for the disposal of solid wastes as shown in Figure 6. According to 62% of the respondents river is used as a disposal site for solid wastes in Mingora while 23% and 15% of respondents are agreed for open spaces and construction sites respectively, as disposal sites of solid wastes. The disposal of solid wastes into river badly affects the aquatic life and also the main cause of many water born disease in these area. An inline study shows that mismanagement of household wastes and non-official dumping of solid waste on the bank of water created major environmental and health problems (Henery et al, 2006). 106
  • 6. Civil and Environmental Research www.iiste.org ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) Vol.6, No.8, 2014 Figure 7: The figure is based on information obtained from 240 respondents. The figure investigated the best solution of solid wastes disposal in Mingora. The vertical axis shows the number of respondents who want the specific method for the disposal of solid wastes. The current study also informed about the best possible method for the treatment of solid wastes in Mingora, Swat. According to the current survey the efficient methods for the solid wastes disposal in Mingora are the installation of waste to energy plant, waste treatment plant, recycling and landfills as shown in Figure 7. According to 40% of respondents the best method for the solid wastes is the installation of wastes to energy plant while 31% agreed for the wastes treatment plant. An inline study reported that solid waste management in developing countries is not good while a lot of municipal budget is spend on household waste management (Altaf 2006). It is also emphasized that new institution and law should be prepared for proper solid waste management and clean environment (Manaf et al. 2009). The 3Rs concept is use in high income countries while this are not generally applied in developing countries (Shekhdar 2009). Another inline study reported that recycling activities can save 65000,000 Rupees per year, save energy and provide employment (Batool et al. 2008). However landfill and incineration are also most feasible technologies for the treatment in Pakistan and these are best methods to tackle the problem of solid wastes in Pakistan (Masood 2013). Figure 8: The data obtained from 240 respondents which show different amount of money as willingness to pay for the disposal of solid wastes in a better way. The x axis values are the agreed respondents for specific amount (y axis) to pay for disposal of solid wastes. The current study found that 83% of the respondents have willingness to pay for solid wastes management in Mingora, Swat. The remaining 17% respondents are not agreed to pay for solid wastes management. The average value of willingness to pay is 84 Rupees per month. According to the current survey 44% of respondents have willing to pay 100 rupees per month 28% of respondents are agreed to pay 50 rupees per month for solid wastes management in Mingora, Swat as shown in Figure 8. According to an inline study conducted in Peshawar, 29% and 26% of respondents are agreed to pay 100 and 200 rupees per month respectively, for the improvement of solid wastes management system (Khattak et al. 2009). 107
  • 7. Civil and Environmental Research www.iiste.org ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) Vol.6, No.8, 2014 Table No: 2. Required & available resources for solid waste in Mingora Swat. 108 S.N o Equipments Available Required 1 Dustbin 0 1000 2 Hand cart 150 150 3 Tractor 03 03 4 Skip loader 03 03 5 Truck 03 03 6 Road sweeper 46 120 7 Street sweeper 84 200 8 Khwarh sweeper 0 80 Source: TMA Office Mingora, Swat. Table No:3 Correlations Willingness to pay Income House hold size Disease Pearson Correlation Willingness to pay 1.000 0.888 -0.123 -0.031 Income 0.888 1.000 -0.149 -0.075 House hold size -0.123 -0.149 1.000 0.062 Disease -0.031 -0.075 0.062 1.000 Sig. (1-tailed) Willingness to pay . 0.000 0.028 0.314 Income 0.000 . 0.010 0.123 House hold size 0.028 0.010 . 0.171 Disease 0.314 0.123 0.171 . Respondents Willingness to pay 240 240 240 240 Income 240 240 240 240 House hold size 240 240 240 240 Disease 240 240 240 240 The correlation (see Table No 3) shows that there is strong positive correlation between willingness to pay and income which is 0.888 in line with the study of Khattak et al. 2009. This show us that income strongly affect the value of WTP for better SWM in Mingora, Swat. There exist weak negative correlation (-0.123) between house hold size and willingness to pay. There is also slightly negative correlation (-0.031) between WTP and diseases. Table No: 4 Model Summary Mode l R R Square Adjusted R Square Std. Error of the Estimate 1 0.889a 0.790 0.788 29.23221 a. Predictors: (Constant), Disease, House hold size, Income The model summary (see Table No 4) shows that the three independent variables explain 78% variation in the dependent variable. Table No:5 ANOVAb Model Model Sum of Squares df Mean Square F Sig. 1 Regression 760822.309 3 253607.436 296.783 .000a Residual 201667.274 236 854.522 Total 962489.583 239 a. Predictors: (Constant), Disease, House hold size, Income b. Dependent Variable: Willingness to pay The ANOVA model (see Table No 5) is significant because its significance value is 0.000 which lies in the acceptance range of 0.005.
  • 8. Civil and Environmental Research www.iiste.org ISSN 2224-5790 (Paper) ISSN 2225-0514 (Online) Vol.6, No.8, 2014 Table No: 6 Coefficientsa Model Unstandardized Coefficients Standardized 109 Coefficients t Sig. B Std. Error Beta 1 (Constant) -181.864 12.826 -14.179 .000 Income .012 .000 .892 29.539 .000 House hold size .264 1.056 .008 .250 .803 Disease 1.734 1.477 .035 1.174 .241 a. Dependent Variable: Willingness to pay The coefficients analysis (see Table No 6) is the most important part of the study where the value of income show that it has significant impact on the willingness to pay but the remaining two variables don’t show any significant impact on the willingness to pay because its values are not statistically significant. 4. References: Agriculture report., (2007), “Director of Agriculture Statistics, NWFP, Peshawar report 2007”. Baig, M.A., (2013), “Municipal Solid Waste Generation and its Disposal Practices in Pakistan” Institute of Environmental Science & Engineering (IESE) National University of Sciences & Technology (NUST),1-33. Batool, S.A., Chaudhry, N., and Majeed, K., (2008), “Economic potential of recycling business in Lahore Pakistan”, Waste management, 28(2), 294-298. Batool, S.A., and Ch, M.N., (2009), “Municipal solid waste management in Lahore city district, Pakistan”, Waste Management, 29(6), 1971-1981. Ejaz, N., and Janjua, M.S., (2012), “Solid Waste Management Issue in Small Towns of Developing World: A Case Study of Taxila City”, International Journal of Environmental Science and Development, 3(2). Henry, R.K., Yongsheng, Z., and Jun, D., (2006), “Municipal solid waste management challenges in developing countries–Kenyan case study”, Waste management, 26(1), 92-100. Jilani, S., (2007), “Municipal solid waste composting and its assessment for reuse in plant production”, Pakistan Journal of Botany, 39(1), 271-280. Khattak, N., Khan, J., and Ahmad, I., (2009), “An Analysis of willingness to pay for better solid waste management services in urban areas of District Peshawar”, Sarhad J. Agric, 25(3), 529-535. Kumah, A.M., (2007), “The Situation of Solid Waste in Ghana. Accra, Ghana”. Luis, F., Diaz, George, M., Savage, and Linda, L.E., (2005), “Solid wastes management”, 01, ISBN: 92-807- 2676-5. Mahar, A., Malik, R.N., Qadir, A., Ahmed, T., Khan, Z., and Khan, M.A., (2007), “Review and analysis of current solid waste management situation in urban areas of Pakistan”, In Proceedings of the International Conference on Sustainable Solid Waste Management. Chennai (pp. 34-41). Manaf, L.A., Samah, M.A.A., and Zukki, N.I.M., (2009) “Municipal solid waste management in Malaysia: Practices and challenges”, Waste Management, 29(11), 2902-2906. Masood, F., (2013), “Solid wastes use an alternative energy source in Pakistan”, Arcada university of Applied sciences. 1-38. Online: www.cppr.edu.pk/files/Swat_Report.pdf. Shafiul, A.A., and Mansoor, A., (2003), “Partnerships for solid waste management in developing countries: Linking theories to realities in the Institute of Development Engineering, Water and Development Centre (WEDC). Loughborough University, U.K. Shekdar, A.V., (2009), “Sustainable solid waste management: an integrated approach for Asian countries”, Waste Management, 29(4), 1438-1448. Zhang, D.Q., Tan, S.K., and Gersberg, R.M., (2010), “Municipal solid waste management in China: Status, problems and challenges”, Journal of Environmental Management, 91(8), 1623-1633.
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