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		<PublisherName>Baywood Publishing Company</PublisherName>
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			<JournalPrintISSN>0047-2433</JournalPrintISSN>
			<JournalElectronicISSN>1541-3802</JournalElectronicISSN>
			<JournalTitle>Journal of Environmental Systems</JournalTitle>
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			<JournalID>300323</JournalID>
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				<VolumeNumber>26</VolumeNumber>
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						<CoverDate Year="1997" Month="1" Day="1"/>
						<CoverDisplay>Number 4 / 1997-98</CoverDisplay>
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					<IssueID>4HHCFPHW5VB4</IssueID>
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				<Article ArticleType="Original">
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						<ArticleDOI>10.2190/NDQR-6H9B-TYB5-H0G7</ArticleDOI>
						<ArticlePII>NDQR6H9BTYB5H0G7</ArticlePII>
						<ArticleSequenceNumber>2</ArticleSequenceNumber>
						<ArticleTitle Language="En">Accounting For Spatial and Temporal Variabilities in Household Recycling Schemes: A Simulation Approach</ArticleTitle>
						<ArticleFirstPage>365</ArticleFirstPage>
						<ArticleLastPage>390</ArticleLastPage>
						<ArticleHistory>
							<RegistrationDate>20020509</RegistrationDate>
							<ReceivedDate>20020509</ReceivedDate>
							<Accepted>20020509</Accepted>
							<OnlineDate>20020509</OnlineDate>
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						<Composite>4</Composite>
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						<AuthorGroup>
							<Author AffiliationID="A1">
								<GivenName>Peter</GivenName>
								<Initials/>
								<FamilyName>Tucker</FamilyName>
								<Degrees/>
								<Roles/>
							</Author>
							<Affiliation AFFID="A1">
								<OrgDivision/>
								<OrgName>University of Paisley, Scotland, United Kingdom</OrgName>
								<OrgAddress/>
							</Affiliation>
						</AuthorGroup>
						<Abstract Language="En">Household waste recycling performances can vary markedly between communities, spatially within communities, and with time. These variations, which arise as a consequence of the wide variability of behaviors of the residents, are simulated through a stochastic model of recycling. the model assumes random variabilities in individual attitudes, beliefs, and perceptions, then applies decision-based rules in order to predict resulting behaviors. This approach is shown to be capable of accounting for a large part of the observed short-scale performance fluctuations. the residual variations have been explained through socio-demographic differences between population segments. the modeling methodology is explained in detail and the rule-based presented in full. A curbside newspaper recycling scheme is simulated, with results that reasonably fit observed behaviors. Applications to recycling scheme management and potential future developments are discussed.</Abstract>
						<biblist>
							<bib-other>
								<bibtext seqNum="1">W. Atkinson and R. New, &lt;i&gt;Kerbside Collection of Recyclables from Household Waste in the UK—a Positional Study&lt;/i&gt;, Warren Spring Laboratory Report LR946, WSL, Stevenage, 1993.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="2">A. Dawson, D. Gaskell, and C. Brown, &lt;i&gt;Affordable Recycling, Building a Strategy&lt;/i&gt;, Institute of Grocery Distribution, Watford, 1996.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="3">A. Peters and P. Grogan, Community Recycling, What Works Best, &lt;i&gt;Biocycle, 29&lt;/i&gt;:5, pp. 32-36, 1988.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="4">J. Glenn, Junior, Take Out the Recyclables, &lt;i&gt;Biocycle, 29&lt;/i&gt;:5, pp. 26-31, 1988.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="5">Institute for Local Self Reliance, &lt;i&gt;Beyond 40%, Record Setting, Recycling and Composting Programs&lt;/i&gt;, Island Press, Washington, D. C., 1991.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="6">C. Thomas, &lt;i&gt;Milton Keynes Pilot Household Source-Separation Recycling Collection Scheme. Research Evaluation 2nd Report&lt;/i&gt;, Milton Keynes, United Kingdom, December 1990.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="7">S. Leach, Kerbside Weighing of Household Waste, &lt;i&gt;Journal of Waste Management and Resource Recovery, 2&lt;/i&gt;:3, pp. 111-117, 1995.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="8">P. Tucker, G. Murney, and J. Lamont, Participation in Recycling: A Comparative Study of Four Kerbside Collection Schemes, &lt;i&gt;Waste Management and Resource Recovery, 4&lt;/i&gt;:1, pp. 1-25, 1997.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="9">J. M. Nielsen and B. Ellington, Social Processes and Resource Conservation: A Case Study in Low Technology Recycling, &lt;i&gt;Environmental Psychology: Directions and Perspectives&lt;/i&gt;, N. R. Feimer and S. Geller (eds.), Praeger, New York, 1983.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="10">Waste Watch, &lt;i&gt;Recycling on Estates&lt;/i&gt;, Waste Watch, London, 1996.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="11">R. W. McQuaid and A. R. Murdoch, Recycling Policy in Areas of Low Income and Multi-Storey Housing, &lt;i&gt;Journal of Environmental Planning and Management, 39&lt;/i&gt;:4, pp. 545-562, 1996.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="12">P. C. Coggins, Who is the Recycler? &lt;i&gt;Journal of Waste Management and Resource Recovery, 1&lt;/i&gt;:2, pp. 69-75, 1994.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="13">R. G. M. Pieters, Changing Garbage Disposal Patterns of Consumers: Motivation, Ability and Performance, &lt;i&gt;Journal of Public Policy and Marketing, 10&lt;/i&gt;:2, pp. 59-76, 1991.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="14">P. W. Schultz, S. Oskamp, and T. Mainieri, Who Recyles and When? A Review of Personal and Situational Factors, &lt;i&gt;Journal of Environmental Psychology, 15&lt;/i&gt;, pp. 105-121, 1995.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="15">B. E. Porter, F. C. Leeming, and W. O. Dwyer, Solid Waste Recovery: A Review of Behavioral Programs to Increase Recycling, &lt;i&gt;Environment and Behavior, 2&lt;/i&gt;, pp. 122-152, 1995.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="16">P. Tucker, G. Murney, and J. Lamont, What Newspaper Recyclers Recycle and What They do not Recycle, &lt;i&gt;Environmental and Waste Management, 1&lt;/i&gt;:1, pp. 33-56, 1998.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="17">J. Vining and A. Ebreo, Public Response to Recycling Education, &lt;i&gt;Society and Natural Resources, 2&lt;/i&gt;, pp. 23-36, 1989.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="18">J. R. Hopper and J. M. Nielsen, Recycling as Altruistic Behavior: Normative and Behavioural Strategies to Expand Participation in a Community Recycling Program, &lt;i&gt;Environment and Behavior, 23&lt;/i&gt;:2, pp. 195-220, 1991.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="19">S. Oskamp, M. Harrington, T. Edwards, P. L. Sherwood, S. M. Okuda, and D. L. Swanson, Factors Influencing Household Recycling Behavior, &lt;i&gt;Environment and Behavior, 23&lt;/i&gt;, pp. 494-519, 1991.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="20">J. A. McCarty and L. J. Shrum, the Recycling of Solid Wastes: Personal Values, Value Orientations, and Attitudes about Recycling as Antecedents of Recycling Behavior, &lt;i&gt;Journal of Business Research, 30&lt;/i&gt;, pp. 53-62, 1994.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="21">J. Vining and A. Ebreo, What Makes a Recycler? A Comparison of Recyclers and Nonrecyclers, &lt;i&gt;Environment and Behavior, 22&lt;/i&gt;:1, pp. 55-73, 1990.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="22">J. Vining, L. Linn, and R. J. Burdge, Why Recycle? A Comparison of Recycling Motivations in Four Communities, &lt;i&gt;Environmental Management, 16&lt;/i&gt;, pp. 785-797, 1992.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="23">J. Boldero, the Prediction of Household Recycling of Newspapers: The Role of Attitudes, Intentions and Situational Factors, &lt;i&gt;Journal of Applied Social Psychology, 25&lt;/i&gt;:5, pp. 440-462, 1995.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="24">P. S. Ellen, Do We know What We need to Know? Objective and Subjective Knowledge Effects on Pro-Ecological Behaviours, &lt;i&gt;Journal of Business Research, 30&lt;/i&gt;, pp. 43-52, 1994.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="25">J. Vining and E. Ebreo, Predicting Recycling Behavior from Global and Specific Environmental Attitudes and Changes in Recycling Opportunities, &lt;i&gt;Journal of Applied Social Psychology, 22&lt;/i&gt;:20, pp. 1580-1607, 1992.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="26">J. W. Everett and J. J. Peirce, Social Networks, Socio-Economic Status and Environmental Collective Action: Residential Curbside Block Leader Recycling, &lt;i&gt;Journal of Environmental Systems, 21&lt;/i&gt;:1, pp. 65-84, 1992.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="27">S. Spaccarelli, E. Zolik, and L. A. Jason, Effects of Verbal Prompting and Block Characteristics on Participation in Curbside Newspaper Recycling, &lt;i&gt;Journal of Environmental Systems, 19&lt;/i&gt;:1, pp. 45-57, 1989.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="28">S. Taylor and P. Todd, An Integrated Model of Waste Management Behavior. A Test of Household Recycling and Composting Intentions, &lt;i&gt;Environment and Behavior, 27&lt;/i&gt;:5, pp. 603-630, 1995.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="29">A. L. Jackson, J. E. Olsen, K. L. Granzin, and A. C. Burns, An Investigation of the Determinants of Recycling Consumer Behavior, &lt;i&gt;Advances in Consumer Behavior, 20&lt;/i&gt;, pp. 481-487, 1993.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="30">R. E. Jones, Understanding Paper Recycling in an Institutionally Supportive Setting: An Application of the Theory of Reasoned Action, &lt;i&gt;Journal of Environmental Systems, 19&lt;/i&gt;:4, pp. 307-321, 1989-90.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="31">J. Thogersen, A Model of Recycling Behaviour: With Evidence from Danish Source Separation Programmes, &lt;i&gt;International Journal of Research in Marketing, 11&lt;/i&gt;:1, pp. 145-163, 1994.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="32">L. Derksen and J. Gartrell, the Social Context of Recycling, &lt;i&gt;American Sociological Review, 58&lt;/i&gt;, pp. 434-442, 1993.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="33">K. L. Granzin and J. E. Olsen, Characterising Participants in Activities Protecting the Environment: A Focus on Donating, Recycling and Conservation Behaviours, &lt;i&gt;Journal of Public Policy and Marketing, 10&lt;/i&gt;:2, pp. 1-27, 1991.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="34">P. Mohai and B. W. Twight, Public Concern and Elite Involvement in Environmental Conservation Issues, &lt;i&gt;Social Science Quarterly, 68&lt;/i&gt;, pp. 798-815, 1987.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="35">F. M. Lansana, A Comparative Analysis of Curbside Recycling Behavior in Urban and Suburban Communities, &lt;i&gt;Professional Geographer, 45&lt;/i&gt;:2, pp. 169-179, 1993.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="36">H. E. Jacobs, J. S. Bailey, and J. I. Crews, Development and Analysis of a Community Based Resource Recovery Program, &lt;i&gt;Journal of Applied Behavior Analysis, 17&lt;/i&gt;, pp. 127-145, 1984.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="37">R. Gamba and S. Oskamp, Factors Influencing Community Residents' Participation in Commingled Curbside Recycling Programs, &lt;i&gt;Environment and Behavior, 26&lt;/i&gt;, pp. 587-612, 1994.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="38">K. D. Van Liere and R. E. Dunlap, the Social Bases of Environmental Concern: A Review of Hypotheses, Explanations and Empirical Evidence, &lt;i&gt;Public Opinion Quarterly, 44&lt;/i&gt;, pp. 181-197, 1980.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="39">R. D. Katzev, G. Blake, and B. Messer, Determinants of Participation in Multi-Family Recycling Programs, &lt;i&gt;Journal of Applied Social Psychology, 23&lt;/i&gt;, pp. 374-385, 1993.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="40">R. H. Weigel, Ideological and Demographic Correlates of Proecology Behavior, &lt;i&gt;Journal of Social Psychology, 103&lt;/i&gt;, pp. 39-47, 1977.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="41">Aylesford Newsprint, &lt;i&gt;The Aylesford Newsprint Recycling Report&lt;/i&gt;, Aylesford Newsprint, Aylesford, United Kingdom, 1996.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="42">P. Tucker, G. Murney, and J. Lamont, Predicting Recycling Scheme Performance: A Process Simulation Approach, &lt;i&gt;Journal of Environmental Management, 53&lt;/i&gt;, pp. 31-48, 1998.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="43">P. Tucker, G. Murney, and J. Lamont, A Decision Support Model for the Management of Recycling Schemes, &lt;i&gt;Journal of Environmental Planning and Management, 41&lt;/i&gt;:4, pp. 445-462, 1998.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="44">N. M. Rufford, &lt;i&gt;The Analysis and Prediction of the Quantity and Composition of Household Refuse&lt;/i&gt;, unpublished PhD Thesis, the University of Aston, United Kingdom, 1984.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="45">S. E. Fienberg, An Iterative Process for Estimation in Contingency Tables, &lt;i&gt;Annals of Mathematical Statistics, 41&lt;/i&gt;, pp. 907-917, 1970.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="46">I. Azjen, From Intentions to Actions: A Theory of Planned Behavior, in &lt;i&gt;Action Control: From Cognition to Behavior&lt;/i&gt;, J. Kuhl and J. F. Beckmann (eds.), Springer Verlag, New York, 1985.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="47">G. A. Guagnano, P. C. Stern, and T. Dietz, Influences on Attitude-Behavior Relationships. A Natural Experiment with Curbside Recycling, &lt;i&gt;Environment and Behavior, 27&lt;/i&gt;:5, pp. 699-718, 1995.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="48">P. Tucker, J. Lamont, G. Murney, and D. Smith, &lt;i&gt;Statistics on Household Recycling Behaviour in South Ayrshire: Material Capture Rates&lt;/i&gt;, University of Paisley, Environmental Technology Group Research Report 14, University of Paisley, Paisley, Scotland, 1997.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="49">J. Salimando, Camden County Sets the Recycling Pace, &lt;i&gt;Waste Age, 18&lt;/i&gt;:1, pp. 48-53, 1987.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="50">M. E. L. Research, &lt;i&gt;Analysing Household Waste: A New Method for the Analysis and Estimation of Household Waste Arisings&lt;/i&gt;, MEL Research, Birmingham, United Kingdom, 1996.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="51">M. E. L. Research, &lt;i&gt;Recycling in Birmingham: A Survey and Evaluation&lt;/i&gt;, MEL Report 89/09, MEL Research, Birmingham, United Kingdom, 1990.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="52">M. E. L. Research, &lt;i&gt;Recycling in Sheffield: A Consumer Market Research Survey&lt;/i&gt;, MEL Report 91/01, MEL Research, Birmingham, United Kingdom, 1991.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="53">P. C. Coggins, M. Sharratt, and T. Benfield, Composition of Household Waste in Luton, &lt;i&gt;Journal of Waste Management and Resource Recovery, 4&lt;/i&gt;:1, pp. 39-46, 1997.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="54">Williamson, G. P. Clarke, and A. T. McDonald, Estimating Small-Area Demands for Water with the Use of Microsimulation, in &lt;i&gt;Microsimulation for Urban and Regional Policy Analysis&lt;/i&gt;, G. P. Clarke (ed.), Pion Limited, London, 1996.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="55">ERRA (1992), Programme Ratios, &lt;i&gt;Reference Report of the ERRA Codification Programme&lt;/i&gt;, available from European Recovery and Recycling Association, 83 Ave E. Mounier, Box 14, Brussels 1200, Belgium.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="56">C. Saltzman, V. G. Duggal, and M. L. Williams, Income and the Recycling Effort: A Maximization Problem, &lt;i&gt;Energy Economics, 15&lt;/i&gt;:1, pp. 33-38, 1993.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="57">A. E. Jones and A. Porteous, Modelling Public Use of Bring Recycling Sites, &lt;i&gt;IWM Proceedings, March&lt;/i&gt;, pp. 3-4, 1996.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="58">I. R. Lake, I. J. Bateman, and J. P. Parfitt, Assessing a Kerbside Recycling Scheme: A Quantitative and Willingness to Pay Study, &lt;i&gt;Journal of Environmental Management, 46&lt;/i&gt;, pp. 239-254, 1996.</bibtext>
							</bib-other>
							<bib-other>
								<bibtext seqNum="59">R. Hanneman and S. Patrick, On the Uses of Computer-Assisted Simulation Modeling in the Social Sciences, &lt;i&gt;Sociological Research Online, 2&lt;/i&gt;:2, http:///www.socresonline.org.uk/socresonline/2/2/5.html, 1997. &lt;a target=&quot;_blank&quot; href='http://www.socresonline.org.uk/socresonline/2/2/5.html'&gt;http://www.socresonline.org.uk/socresonline/2/2/5.html&lt;/a&gt;</bibtext>
							</bib-other>
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