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See discussions, stats, and author profiles for this publication at: http://www.researchgate.net/publication/223914276 A benefit–cost analysis on the economic feasibility of construction waste minimisation: The case of Malaysia ARTICLE in RESOURCES CONSERVATION AND RECYCLING · JULY 2006 Impact Factor: 2.56 · DOI: 10.1016/j.resconrec.2006.01.004 CITATIONS 53 READS 976 4 AUTHORS, INCLUDING: Rawshan Ara Begum National University of Malaysia 56 PUBLICATIONS 271 CITATIONS SEE PROFILE Siwar Chamhuri National University of Malaysia 155 PUBLICATIONS 398 CITATIONS SEE PROFILE Joy Jacqueline Pereira National University of Malaysia 62 PUBLICATIONS 219 CITATIONS SEE PROFILE All in-text references underlined in blue are linked to publications on ResearchGate, letting you access and read them immediately. Available from: Rawshan Ara Begum Retrieved on: 23 October 2015
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Seediscussions,stats,andauthorprofilesforthispublicationat:http://www.researchgate.net/publication/223914276

Abenefit–costanalysisontheeconomicfeasibilityofconstructionwasteminimisation:ThecaseofMalaysia

ARTICLEinRESOURCESCONSERVATIONANDRECYCLING·JULY2006

ImpactFactor:2.56·DOI:10.1016/j.resconrec.2006.01.004

CITATIONS

53

READS

976

4AUTHORS,INCLUDING:

RawshanAraBegum

NationalUniversityofMalaysia

56PUBLICATIONS271CITATIONS

SEEPROFILE

SiwarChamhuri

NationalUniversityofMalaysia

155PUBLICATIONS398CITATIONS

SEEPROFILE

JoyJacquelinePereira

NationalUniversityofMalaysia

62PUBLICATIONS219CITATIONS

SEEPROFILE

Allin-textreferencesunderlinedinbluearelinkedtopublicationsonResearchGate,

lettingyouaccessandreadthemimmediately.

Availablefrom:RawshanAraBegum

Retrievedon:23October2015

Resources, Conservation and Recycling 48 (2006) 86–98

A benefit–cost analysis on the economic feasibilityof construction waste minimisation:

The case of Malaysia

Rawshan Ara Begum a,∗, Chamhuri Siwar a,Joy Jacqueline Pereira a, Abdul Hamid Jaafar b

a Institute for Environment and Development (LESTARI), Universiti Kebangsaan Malaysia,Bangi 43600, Selangor D.E., Malaysia

b Faculty of Economics, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor D.E., Malaysia

Received 7 September 2005; received in revised form 5 January 2006; accepted 27 January 2006Available online 23 March 2006

Abstract

Construction waste is becoming a serious environmental problem in many large cities in the world.In Malaysia, the construction industry generates lots of construction waste which caused significantimpacts on the environment and aroused growing public concern in the local community. Thus, theminimisation of construction wastes has become a pressing issue. This paper is based on a case studywhich involved construction waste generation and composition as well as reuse and recycling in thesite. The case study also analysed the economic feasibility of waste minimisation such as reusing andrecycling of construction waste materials by performing a benefit–cost analysis. This study providesan idea of the amount of waste generation, sources and compositions as well as reuse and recycling ofmaterials on the construction sites taking into account the economic dimension. The study shows thatwaste minimisation is economically feasible and also plays an important role for the improvement ofenvironmental management. In this view, economic instruments for minimising construction waste canbe used to raise revenue for environmental policy, encourage prevention efforts, serve to discourage

∗ Corresponding author. Tel.: +60 3 89214161.E-mail address: [email protected] (R.A. Begum).

0921-3449/$ – see front matter © 2006 Elsevier B.V. All rights reserved.doi:10.1016/j.resconrec.2006.01.004

R.A. Begum et al. / Resources, Conservation and Recycling 48 (2006) 86–98 87

the least desirable disposal practices, as well as to avoid the negative consequences of environmentalunfriendly treatment and disposal practices of construction waste materials.© 2006 Elsevier B.V. All rights reserved.

Keywords: Waste generation; Construction waste materials; Reduce, reuse and recycling; Benefit–cost analysis

1. Introduction

Construction waste is becoming a serious environmental problem in many large citiesin the world (Chen et al., 2002; Ferguson et al., 1995; Shen et al., 2000, 2002; Smallwood,2000; Wong and Tanner, 1997). According to statistical data, construction and demolition(C&D) debris frequently makes up 10–30% of the waste received at many landfill sitesaround the world (Fishbein, 1998). In Malaysia, the construction industry generates a lotof construction waste which cause significant impacts on the environment and increasingpublic concern in the local community. Thus, the minimisation of construction waste hasbecome a pressing issue.

In the Malaysian construction industry, data is not readily available on the current struc-ture of construction waste flows by the source of generation, type of waste, intermediateand final disposal and the amount of waste reduced at source, reused or recycled on-site oroff-site. A study by Hassan et al. (1998) shows that on average, the breakdown of wastegeneration according to source: 36.73% from household waste, 28.34% from industrial andconstruction waste while other sources (market and commercial waste, institutional waste,landscaping waste and street sweeping waste) account for the remaining 34.93% in theCentral and Southern region of Malaysia (Fig. 1). This shows that in Malaysia constructionwaste forms a significant portion of wastes which is finally disposed of in landfills.

This paper is based on a case study which involved construction waste generation andcomposition as well as reuse and recycling in the site. The case study also analysed theeconomic feasibility of waste minimisation such as reusing and recycling of constructionwaste materials in terms of cost savings.

2. A review of some studies on economic feasibility of the solid waste management

With the demands in implementing major infrastructure projects in Malaysia, togetherwith many commercial building and housing development programmes, a large amount

Fig. 1. Percentage of different types of solid waste generated (t/day) in 1994.

88 R.A. Begum et al. / Resources, Conservation and Recycling 48 (2006) 86–98

of construction waste is being produced in the Malaysian construction sector. Extra con-struction materials are usually planned due to the lack of considerations given to wastereduction during planning and design stage to minimise the generation of waste. The exces-sive wastage of raw materials, improper waste management and low awareness of the needfor waste reduction are common in the local construction sites (Begum, 2005). In recentyears, reuse and recycling of waste have been promoted in order to reduce waste and protectthe environment. The economic and environmental benefits to be gained from waste min-imisation and recycling are enormous (Guthrie et al., 1999), since it will benefit both theenvironment and the construction firms in terms of cost reduction. Today, in most Europeancountries, it is economically feasible to recycle up to 80–90% of the total amount of C&Dwaste and most demolition and recycling technologies are generally easy to implementand control (Lauritzen, 1998). The economic benefits of waste minimisation and recyclinginclude the possibilities of selling specific waste materials and the removal from site ofother wastes at no charge or reduced cost, with a subsequent reduction in materials goingto landfill at a higher cost (Snook et al., 1995). Therefore, it can increase contractor’s com-petitiveness through lower production costs and a better public image. However, very fewcontractors have spent efforts in considering the environment and developing the conceptof recycling building materials (Lam, 1997). Because contractors rank timing as their toppriority, their effort is always focused on completing the project in the shortest time, ratherthan the environment (Poon et al., 2001). Their account books cannot reveal the potentialsavings resulted from reduction in construction wastes. Managing building material wastecan in fact achieve higher construction productivity, save in time and improvement in safety(Chan and Ma, 1998; Gavilan and Bernold, 1994; Skoyles and Skoyles, 1987) while dis-posal of extra waste takes extra time and resources that may slow down the progress ofconstruction.

The reduction of construction waste is highly beneficial to the community. Constructionindustry research and information association’s research (1993) indicates that the envi-ronmental benefits of waste minimisation include prolonging the life of landfill sites andreducing primary resource requirements. Lingard et al. (2000) added that social benefitsinclude the avoidance of creating new and undesirable landfill sites, stemming potentialenvironmental health risks associated with waste and its disposal reducing the cost of con-struction. Peng and Scorpio (1997) has supported that reduction of construction waste isone of the best solutions. Reduction is the best and most efficient method for minimisingthe generation of waste and eliminating many of the waste disposal problems. However,recycling of construction materials may also have its limitation. Peng and Scorpio (1997)also stated that recycling requires an aggressive marketing effort to locate markets and sellmaterials at the highest possible prices. The current rather low level of market developmentsmeans that significant time and money must be invested in establishing relationships, keep-ing track of pricing changes and becoming a reliable supplier of materials, in order to ensurea continuous intake of construction materials. The operator also has to locate and developrelationships with demolition and general contractors with projects in the area, to markettheir construction recycling business as the disposal option of choice for the contractors.

Existing professional economic literature on solid waste management is basically focusedon three issues as (i) the applicability and viability of user charges in solid waste manage-ment, (ii) analysis of which are the best tools to alter the percentage of packaging in the waste

R.A. Begum et al. / Resources, Conservation and Recycling 48 (2006) 86–98 89

stream and (iii) the benefits and costs of using those instruments to foster waste reductionand recycling (Brisson, 1993; Dinan, 1991; Pearce and Turner, 1993; Repetto et al., 1992;Schall, 1992; Skumatz, 1993). Goddard (1995) pointed out that empirical knowledge isvery suggestive on the first of these, sketchy on the second and virtually nonexistent on thethird. There is also advocacy literature on both sides of the various solid waste managementoptions, recycling being the current focus of attention, that relies on limited or no economicanalysis (Denison and Ruston, 1990; Schall, 1992).

3. Methodology

The study involved the project site of a newly constructed, non-residential (institutional)building, with almost 49,662 m2 of floor space. The project site (Kamsis H) is located inUniversiti Kebangsaan Malaysia (UKM), Bangi, Selangor (Fig. 2). The project site wasselected because it involved conventional building and construction activities. Data wascollected through interviews (using questionnaire) with the project quantity surveyor andsite supervisor at the project site. The interview was conducted by the researcher, whowas also part of a team of researchers that conducted site visits to survey the waste pilesand obtain accurate information. The interviews and survey were conducted throughout theduration of the project, from October 2001 to July 2004. A benefit–cost analysis (BCA) wasperformed to show the economic feasibility of reusing and recycling of construction wastematerials. Simple descriptive statistics such as averages, ranges and percentages were usedto analysis primary data from the construction site.

Fig. 2. Map of the case study area in UKM, Bangi.

90 R.A. Begum et al. / Resources, Conservation and Recycling 48 (2006) 86–98

The study estimated the net benefits to evaluate the economic feasibility of reusing andrecycling of construction waste materials on the project site. Net benefit can be expressedby Eq. (1) which is the subtract of the total costs from total benefits

NB = TB − TC (1)

where NB is the net benefits, TB the total benefits and TC is the total costs.The total benefits are all the advantages of reusing and recycling of construction waste

materials. This is the sum of all direct, indirect and intangible benefits. So the total benefitscan be expressed in Eq. (2)

TB = PCS + RSM + CSCT + CSLC + A (2)

where TB is the total benefits of reusing and recycling of construction waste materials onthe site, PCS the purchasing cost savings by reusing and recycling of construction wastematerials, RSM the revenue from selling of scrap construction waste materials, CSCT thewaste collection and transportation cost savings by reusing and recycling of constructionwaste materials, CSLC the cost savings from landfill charge by reusing and recycling ofconstruction waste materials and A is the intangible benefits.

The total costs are all the incremental costs associated with the reusing and recycling ofconstruction waste materials. This is sum of all direct, indirect and intangible costs. So thetotal costs can be expressed by Eq. (3)

TC = CSC + EC + SC + A∗ (3)

where TC is the total costs of reusing and recycling of construction waste materials onthe site, CSC the collection and separation costs of construction waste materials, EPC theequipment purchasing cost, SC the storage cost, TC the transportation cost and A* is theintangible costs.

4. Results and discussion

The findings of the case study are discussed below. The discussion focuses on the com-position and recycling of construction waste, and the economic feasibility of the wasteminimisation at the project site.

4.1. Construction waste generation and composition on the site

In the study, generation of construction waste refers to the weight of materials andproducts as they enter the waste management system from the building construction processand before reuse, recycling and disposal. During the construction of this new building, itwas estimated that total construction waste generation from the project site was 27068.40 t.This estimation was based on gross waste production in tonnage. The composition of C&Ddebris is highly variable and depends critically on the type of activity where sampling isdone (US EPA, 1998) as well as the many different type of buildings and constructionpractices in existence.

R.A. Begum et al. / Resources, Conservation and Recycling 48 (2006) 86–98 91

Fig. 3. Composition of generated construction waste materials on the site.

The source of construction waste at the project site include materials such as soil andsand, brick and blocks, concrete and aggregate, wood, metal products, roofing materials,plastic materials and packaging of products. Table 1 summarises the estimates for thecomposition of construction waste generation in the site. The estimated total constructionwaste generation is done by material type. The composition of total waste generation isshown in Fig. 3 which is percentage by weight. Concrete and aggregate is the largestcomponent with 65.8% followed by soil and sand (27%), 5% from wood based materialssuch as timber, lumber, etc., 1.6% from brick and block, 1% from metal products, 0.2%from roofing materials and 0.05% from plastic and packaging products such as papers,cardboards, etc.

4.2. Reused and recycled construction waste materials on the site

The practice of waste minimisation i.e. reuse and recycling of construction waste mate-rials is common on the site. In the project site, construction waste materials contain a large

Table 1Estimated construction waste generation and composition on the site

Construction waste materials Amount of waste generated (t)

Soil and sand 7290Brick and blocks 315Concrete and aggregate 17820Wood 1350Metal products 225Roofing materials 54Plastic materials 13.5Packaging products 0.90

Total 27068.4

92 R.A. Begum et al. / Resources, Conservation and Recycling 48 (2006) 86–98

Table 2Amount of reused and recycled construction waste materials on the site

Construction waste material Amount of reused and recycled

Tonnage Percentage

Soil and sand 5400 27.33Brick and block 126 0.64Concrete and aggregate 13365 67.64Wood 810 4.0Metal products 54 0.27Roofing materials (tiles) 5.4 0.03

Total 19760.4 100

percentage of reusable and recyclables. It is estimated that 73% of the waste materials isreused and recycled. Table 2 shows the amount of reused and recycled waste materials onthe site. The highest amount of reused and recycled materials is concrete and aggregate,comprising 67.64% of the total reused and recycled material in the site followed by soiland sand (27.33%), wood (4%), brick and block (0.64%), metal products (0.27%) and roof-ing materials (0.03%). The study included excavated soil as a construction waste material,which is reused after piling, resulting in a large percentage (73%) of the total generatedwaste.

4.3. Economic feasibility of waste minimisation

Generally, economic feasibility is carried out using the standard measures of profitabilitysuch as, cost benefit analysis. Most studies revealed that there are many benefits associatedwith waste minimisation i.e. environmental, economic, liability, public image, etc. (EH&S,1994; Lorton et al., 1988; US EPA, 2002.). According to the US EPA (2002), waste minimi-sation makes good economic and business sense and at the same time, waste minimisationcan improve production efficiency, profits, good neighbour image, employee participation,product quality and environmental performance. This study performed a benefit–cost anal-ysis (BCA) to estimate the economic feasibility of construction waste minimisation in termsof cost savings.

The benefit–cost analysis is important for the implementation of waste managementsystems in the construction industry. In performing the benefit–cost analysis of waste min-imisation such as reusing and recycling of generated construction waste materials in thesite, all the benefits and costs are considered. The benefits come from all the direct, indirectand intangible benefits due to reusing and recycling of waste materials as well as the costs ofall the direct, indirect and intangible costs involved of the reusing and recycling on the site.The study tried to quantify all benefits and costs in terms of monetary value and also thosebenefits and costs that do not have monetary value which is defined as an intangible termsuch as A (intangible benefits) and A* (intangible costs). The benefit–cost analysis followeda conservative method of estimation as it is an initial study and the beneficial value is basedon the opportunity cost approach.

R.A. Begum et al. / Resources, Conservation and Recycling 48 (2006) 86–98 93

4.3.1. Total benefitsThe direct benefits of reusing and recycling consist of purchasing cost savings by reusing

and recycling of construction waste materials and revenue from selling of scrap materials.The indirect benefits consist of waste collection and transportation cost savings and costsavings from landfill charge by reusing and recycling of construction waste materials. Pur-chasing cost savings explain that the company saved money after reusing and recyclingof waste materials instead of buying these materials. If the company could not reuse andrecycle these materials it would be needed to buy those materials. The estimated purchas-ing cost savings is shown in Table 3. In these estimations, soil and sand waste materialsare not considered because the contractors usually do not buy soil and the amount of sandis negligible. Total purchasing cost savings is the sum of the cost savings from materialsmarket price and transportation cost savings. The calculation of the total purchasing costsavings is based in the following formula:

total purchasing cost savings

= cost saving from market price + transportation cost saving

where

cost savings from market price

= average market price per unit

× total amount of reused and recycled of such individual waste materials

The result shows that the net purchasing cost savings of reused and recycled wastematerials is RM 939874.00. On the site, the significant cost saving materials are concreteand aggregate, and wood. Total benefits of the reusing and recycling in the site is calculatedusing the Eq. (2) which is illustrated in Table 4. Total benefits of reused and recycled wastematerials is RM 1055796.00 and some intangible benefits (A). It is shown that the mostimportant sources of benefits are purchasing cost savings (RM 939874.00), cost savings

Table 3Estimation of the purchasing cost savings of reused and recycled construction waste materials on the site

Construction waste materials Average marketprice per unit

Cost savings frommarket price

Transportationcost savings

Total purchasingcost savings

Brick and block (t) 117.14 14759.64 8622.75 23382.39Concrete and aggregate (t) 54.5 728392.5 – 728392.5Wood (t) 600.00 486000 12150 498150.00Roofing materials (tiles) (t) 533.33 2880 360.00 3240.00Grand total 1232032.14 21132.75 1253164.8925% deductiona 313291.22Net purchasing cost savings 939874.00

All prices and weights have taken in average.a This study has deducted 25% of the grand total purchasing cost savings, because the material’s price are

considered as the same as average virgin material’s price. Here, 25% is an assumption based on the informaldiscussion of the project site managers and supervisors.

94 R.A. Begum et al. / Resources, Conservation and Recycling 48 (2006) 86–98

Table 4Estimation of the total benefits of reused and recycled construction waste materials on the site

Item of benefits Monetary value of the benefits (RM)

Purchasing cost savings by reusing and recycling ofconstruction waste materials (PCS)

939874.00

Revenue from selling of scrap construction wastematerials (RSM)

27000.00

Waste transportation cost savings by reusing andrecycling of construction waste materials (CSCT)

39520.80

Cost savings from landfill charge by reusing andrecycling of construction waste materials (CSLC)

49401.00

Intangible benefits (A) ASave landfill spaceReduced liability which including for environmentalproblems and workplace safelyLess chance of soil and ground water contaminationImproved public image and environmental concern

Total benefits of reusing and recycling of constructionwaste materials on the site (TB)

1055796.00 + A

All prices and weights have taken in average.

from landfill charge (RM 49401.00) and waste transportation cost savings (RM 39520.80)of reused and recycled of construction waste materials.

4.3.2. Total costsCosts are the key determinant of decisions and choices in waste management technologies

and practices (Chen et al., 2002; Coffey, 1999; Goddard, 1995; Mills et al., 1999; Poon etal., 2001; Wang et al., 2002). Coffey (1999) pointed out that construction solid wastemanagement is generally seen as a low priority when financial constraints are presentand suggested that considerable waste reduction can be achieved if waste managementis implemented as part of project management functions. He further suggested that whilstthe choice of the optimum waste handling methods should be determined by considering thecost implications, any practice which will induce waste reduction, must be encouraged. Infact, waste management has been receiving less attention from business senior managementwhen compared to construction cost and time. The cost for implementing waste managementis often given more concern than the possible benefits that the organisation can gain fromthe implementation (Shen and Tam, 2002).

Total direct costs of reusing and recycling are included with the costs of collection andseparation of construction waste materials, equipment purchasing cost, storage cost andtransportation cost. Waste collection and separation cost for reusing and recycling dependson the following factors in particular: the frequency rate of waste collection and separationin the site, average hours spending for collection and separation per day, total labour use forcollection and separation per day, labour wage rate per day and the average amount of wastecollection and separation per day. It is shown that there is no indirect costs involved withthe reusing and recycling of waste materials in this site. Table 5 indicates the total costs ofthe reusing and recycling in the site, measured in terms of the Eq. (3). The result shows that

R.A. Begum et al. / Resources, Conservation and Recycling 48 (2006) 86–98 95

Table 5Estimation of the total costs of reused and recycled construction waste materials on the site

Item of costs Monetary value of the costs (RM)

Collection and separation costs of constructionwaste materials (CSC)

185254.00

Equipment purchasing cost (EPC) 13500.00

Storage cost (SC) –

Transportation cost (TC) –

Intangible costs (A*) A*

Worker’s health risk costCost of negative externality i.e. noising, bad smell

Total costs of reusing and recycling of constructionwaste materials on the site (TC)

198754.00 + A*

All prices and weights have taken in average.

total costs of reused and recycled waste materials is RM 198754.00 and intangible costs(A*) such as worker’s health risk cost, cost of negative externality i.e. noising, bad smell.Collection and separation cost (RM 185254.00) of waste materials is an important sourceof cost for reused and recycled construction waste materials.

4.3.3. Net benefitsTo analyse the economic feasibility, this study estimated the net benefit (NB) by express-

ing the Eq. (1). The final result of benefit–cost analysis for the reusing and recycling ofconstruction waste materials is shown in Table 6.

It is shown that the net benefit of reusing and recycling of construction waste materials ispositive which means the benefits exceed costs. In monetary value, the net benefit of wasteminimisation such as reusing and recycling is RM 857042.00. It also has some unmarketedbenefits (A′) such as saving landfill space, reduced liability for environmental problemsand workplace safety, less chance of soil and ground water contamination, improved pub-lic image and environmental concern. This unmarketed benefit is also termed as positiveexternality. Thus, the study also found that reusing and recycling of construction wastematerials is economically feasible in terms of cost savings on the site. The net benefit of the

Table 6Net benefit for reusing and recycling of construction waste materials on the project site

Description Value

Total benefits (TB) 1055796.00 + ATotal costs (TC) 198754.00 + A*

Net benefit (in RM) 857042.00 + A′

Note: it is assumed that A > A* so that there is some intangible benefits (A′). The argument is that in monetaryvalue total benefits are more than total costs as well as in terms of the items, the intangible benefits are more thanintangible costs.

96 R.A. Begum et al. / Resources, Conservation and Recycling 48 (2006) 86–98

reusing and recycling on site is estimated to be 2.5% of the total budget (RM 34 million) ofthe project. Reusing and recycling of waste materials significantly affect contractor’s profit.Thus, construction site waste management and minimisation has a great opportunity to con-tribute to improvement of construction industry performance and solve waste managementproblems caused specifically by the construction sector.

4.4. Policy implications

By using fewer resources and reducing the amount of waste to landfills, contractor’spublic image and environmental concern will be enhanced in the community. In this view,economic instruments for minimising construction waste can be used to raise revenue forenvironmental policy, encourage prevention efforts, serve to discourage the least desir-able disposal practices, as well as to avoid the negative consequences of environmentalunfriendly treatment and disposal practices of construction waste materials. For example,government can impose a subsidy for recycled construction products, tax credit for the con-struction companies that use recycled products, higher tax on the construction companiesthat use virgin products to encourage reducing, reusing and recycling of waste materialsand also to improve environment and waste management as well. Moreover, contractorsmust be educated about possible cost savings from the waste minimisation measures andthe environmental impacts of the waste. The merits of waste minimisation and environ-mental protection must also be promoted to the contractors and other clients. In line withthis, CIDB can play an important role by disseminating the information on the cost savingsof reused and recycled waste materials to the sub contractors, contractors, developers andother stakeholders of the construction industry.

Finally, it can be suggested that waste minimisation (three R’s; reduce, reuse andrecycling) of construction waste materials needs to be promoted and encouraged in theconstruction industry because it is one of the most significant wastes generated in Malaysiain terms of volume.

5. Conclusion

The case study demonstrates that construction materials contribute to the generation oflarge quantities of the construction waste. Waste minimisation is common in the project sitewhere 73% of the waste material is reused and recycled. Waste minimisation is economicallyfeasible and also plays an important role for the improvement of environmental management.The net benefit of reusing and recycling of waste materials is estimated at 2.5% of the totalproject budget. Thus, the construction industry can save money by implementing wasteminimisation practices on the site.

Acknowledgement

This paper is part of the research project entitled “Waste Minimisation and RecyclingPotential of Construction Materials” funded by the Construction Industry Development

R.A. Begum et al. / Resources, Conservation and Recycling 48 (2006) 86–98 97

Board (CIDB) of Malaysia. The project is a collaboration between the Institute for Envi-ronment and Development (LESTARI) of University Kebangsaan Malaysia and the ForestResearch Institute of Malaysia (FRIM). We are grateful to the research assistants especiallySiti Khadijah and Victor Wong for their helping during data collection and also wish tothank the contractors and their staffs for providing information and data.

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