The paper has applied a conventional framework of analysis of implicit markets to determine the characteristics of demand for housing attributes of quantity and quality in the urban areas of a large, low-income developing country like Pakistan. Income elasticities generally appear to be low, although somewhat higher for indicators of quality. Own-price elasticities are high while the cross-price effects with respect to different attribute prices reveal the high degree of substitutibility among these attributes. Methodological innovations in the paper include the use of a weighted factor score for the measurement of housing quality and incorporation of the effect of changes in non-housing prices on demand for housing attributes. Given the large magnitude of own-price effects and the negative impact of a rise in non-housing prices, it appears that in the face of slow growth in real incomes and double-digit inflation in Pakistan residential overcrowding conditions are likely to worsen over time.
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References
1.
Ahmad, N. (1994) A joint model of tenure choice and demand for housing in the city of Karachi, UrbanStudies, 31, pp. 1691-1707.
2.
Awan, K., Odling-Smee, J.C. and Whitehead, C.M.E. (1982) Household attributes and the demand for private rental housing, Economica, 49, pp. 183-220.
3.
Bartik, T.J. (1987) Estimating hedonic demand parameters with single market data, The Review of Economics and Statistics, 69, pp. 178-180.
4.
Bhalla, S.S. (1980) The measurement of permanent income and its application to saving behaviour, Journal of Political Economy, 8, pp.722-744.
5.
Blomquist, G. and Worley, L. (1981) Hedonic prices, demand for urban housing amenities, and benefit estimates, Journal of Urban Economics, 9, pp. 212-221.
6.
Box, G.E.P. and Cox, D.R. (1964) An analysis of transformation, Journal of the Royal Statistical Society, B26, pp. 211-243.
7.
Brown, J.N. and Rosen, H.S. (1982) On the estimation of structural hedonic price model , Econometrica, 50, pp. 765-768.
8.
Butler, R.V. (1982) The specification of hedonic indexes for urban housing, Land Economics, 58, pp. 96-108.
9.
Cameron, T.A. (1986) Permanent and transitory income in models of housing demand, Journal of Urban Economics, 20, pp. 205-210.
10.
Daniere, A.G. (1992) Determinants of tenure choice in the Third World: an empirical study of Cairo and Manila, Journal of Housing Economics, 2, pp. 159-184.
11.
Daniere, A.G. (1994) Estimating willingness-to-pay for housing attributes: an application to Cairo and Manila, Regional Science and Urban Economics, 24, pp. 577-601.
12.
Diamond, B.D. and Smith, B.A. (1985) Simultaneity in the market for housing characteristics , Journal of Urban Economics, 17, pp. 280-292.
13.
Follain, J.R. and Jimenez, E. (1985a) The demand for housing characteristics in developing countries, UrbanStudies, 22, pp. 421-432.
14.
Follain, J.R. and Jimenez, E. (1985b), Estimating the demand for housing characteristics: survey and critique, Regional Science and Urban Economics , 15, pp. 77-107.
15.
Follain, J.R., Lim, G.C. and Renaud, B. (1980) The demand for housing in developing countries: the case of Korea, Journal of Urban Economics, 7, pp. 315-336.
16.
Follain, J.R., Lim, G.C. and B. Renaud, (1982) Housing crowding in developing countries and willingness to pay for additional space, Journal of Development Economics ., 11, pp. 249-272.
17.
Freeman, A.M. (1979) Hedonic prices, property values and measuring environmental benefits: a survey of the issues, Scandinavian Journal of Economics, 81, pp. 154-173.
18.
Gillingham, R. and Hagemann, R. (1983) Cross-sectional estimation of a simultaneous model of tenure choice and housing services demand, Journal of Urban Economics, 14, pp. 16-39.
19.
Grootaert, C. and Dubois, J. (1988) Tenancy choice and the demand for rental housing in the cities of the Ivory Coast, Journal of Urban Economics , 24, pp. 44-63.
20.
Gross, D.J. (1988) Estimating willingness to pay for housing characteristics: an application of the Ellickson bid-rent model, Journal of Urban Economics, 24, pp. 95-112.
21.
Gyourko, J. and Han, J.K. (1989) Housing wealth, housing finance and tenure in Korea , Regional Science and Urban Economics, 19, pp. 211-234.
22.
Harrison, D. JR. and Rubinfeld, D.L. (1978) Hedonic housing prices and the demand for clean air, Journal of Environmental Economics and Management, 5, pp. 81-102.
23.
Horioka, C.Y. (1988) Tenure choice and housing demand in Japan, Journal of Urban Economics, 24, pp. 289-309.
24.
Jimenez, E. (1982) The value of squatter dwellings in developing countries , Economic Development and Cultural Change, 30, pp.739-752.
25.
Jimenez, E. and Keare, D.H. (1984) Housing consumption and permanent income in developing countries: estimates from panel data in El Salvador, Journal of Urban Economics, 15, pp. 172-194.
26.
Kain, J. and Quigley, J. (1970) Measuring the value of housing quality, Journal of the American Statistical Association,65, pp. 532-548.
27.
King, A.T. (1976) The demand for housing: a Lancastrian approach , Southern Economic Journal, 43, pp. 1077-1087.
28.
Lim, G.C., Follain, J.R. and Renaud, B. (1984) Economics of residential crowding in developing countries, Journal of Urban Economics, 16, pp.173-186.
29.
Lodhi, M.A. and Pasha, H.A. (1991) Housing demand in developing countries: a case study of Karachi in Pakistan, UrbanStudies, 28, pp. 623-634.
30.
Maddala, G.S. (1977) Econometrics. New York: McGrawHill.
31.
Malpezzi, S.J. and Mayo, S.K. (1987) The demand for housing in developing countries: empirical estimates from household data, Economic Development and Cultural Change, 35, pp. 687-721.
32.
Megbolugbe, I.F. (1986) Econometric analysis of housing trait prices in a Third World city, Journal of Regional Science, 26, pp. 533-547.
33.
Megbolugbe, I.F. (1989) A hedonic index model: the housing market of Jos, Nigeria, UrbanStudies, 26, pp. 486-494.
34.
Mendelsohn, R. (1984) Estimating the structural equations of implicit markets and household production functions, Review of Economics and Statistics, 56, pp. 673-677.
35.
Ohsfeldt, R.L. and Smith, B.A. (1988) Assessing the accuracy of structural parameter estimates in analysis of implicit markets, Land Economics , 64, pp. 135-146.
36.
Palmquist, R.B. (1984) Estimating the demand for the characteristics of housing, The Review of Economics and Statistics, 66, pp. 394-404.
37.
Parsons, G.R. (1986) An almost ideal demand system for housing attributes , Southern Economic Journal, 53, pp. 347-363.
38.
Pasha, H.A., Aqeel, A. and Ejaz, S. (1995) Spatial variation in cost of living in urban areas of Pakisan, Pakistan Journal of Applied Economics, (forthcoming).
39.
Pasha, H.A. and BuTT, M.S. (1996) Demand for housing attributes in developing countries: a study of Pakistan, Urban Studies, 33, pp. 1141-1154.
40.
Pasha, H.A. and Ghaus, A.F.A. (1988) The demand for housing in Pakistan, Pakistan Journal of Applied Economics, 7, pp. 101-109.
41.
Quigley, J.M. (1982) Non-linear budget constraints and consumer demand: an applications to public programs for residential housing, Journal of Urban Economics, 12, pp. 177-201.
42.
Rasmussen, D.W. and Zuehlke, T.W. (1990) On the choice of functional form for hedonic price functions, Applied Economics, 22, pp. 431-438.
43.
Rosen, S. (1974) Hedonic prices and implicit markets: product differentiation in pure competition, Journal of Political Economy, 82, pp. 34-55.
44.
Shefer, D. (1990) The demand for housing, and permanent income in Indonesia, UrbanStudies, 27, pp. 259-272.
45.
Straszheim, M.R. (1973) Estimation of the demand for urban housing services from household interview data, The Review of Economics and Statistics, 55, pp. 1-8.
46.
Witte, A.D., Sumka, H.J. and Erekson, H. (1979) An estimate of a structural hedonic price model of the housing market: an application of Rosen's theory of implicit marketsEconometrica, 47, pp. 1151-1173.
47.
Zorn, P.M. (1988) An analysis of household mobility and tenure choice: an empirical study of Korea, Journal of Urban Economics, 24, pp. 113-128.
