Revision for “Taxonomies and models in the study of policy design” created on November 1, 2013 @ 11:20:27

TitleContentExcerpt
Taxonomies and models in the study of policy design
<p align="LEFT">Scholarly attention in the early 1980s was focused on the need to more precisely categorize types of policy instruments in order to better analyze the reasons for their use (Salamon 1981; Tupper and Doern 1981; Trebilcock and Hartle 1982; Bressers and Honigh 1986; Bressers and Klok 1988). Careful examination and systematic classification of implementation instruments and instrument choices, it was argued, would not only lead to insights into the factors driving the policy process and the characterization of long-term patterns of public policy-making, as Lasswell had hoped, but would also allow practitioners to more readily draw lessons from the experiences of others with the use of particular techniques in specific circumstances and hence improve policy designs and outcomes (Mayntz 1983; Linder and Peters 1984; Woodside 1986).</p>
<p align="LEFT">During this period studies in Europe and North America shed a great deal of light on the construction and establishment of regulatory and other political and administrative agencies and enterprises; traditional financial inducements, and the ‘command-and-control’ measures adopted by administrative agencies, during this period (Tupper and Doern 1981; Hood 1986; Howlett 1991; Vedung 1997; Landry et al. 1998). And this new emphasis upon the systematic study of policy instruments quickly generated a sizable academic literature and resulted in immediate application in the design of many new policy initiatives in emerging areas such as pollution prevention and professional regulation (Trebilcock 1983; Hippes 1988). Significant subjects such as the reasons behind shifts in patterns of instrument choices associated with the waves of privatization and deregulation which characterized the period also received attention in this period (Howlett and Ramesh 1993).</p>
<p align="LEFT">Soon the field of instrument studies had advanced enough that Salamon (1989) could argue that the ‘tools approach’ had become a major approach to policy studies in its own right, bringing a unique perspective to the policy sciences with its focus on policy outputs. At this point he framed two important research questions to be addressed in future analyses of the tools of government action: ‘<em>What consequences does the choice of tool of government action have for the effectiveness and operation of a government program</em>?’ and ‘<em>What factors influence the choice of program tools</em>?’ (265). These questions were taken up by the ‘tools approach’ and the policy design literature in the 1990s.</p>
<p>Assessing and answering Salamon’s questions required scholars interested in policy design to engage in a lengthy process of social scientific analysis and model-building related to the study of implementation tools. These efforts expanded the number of preliminary questions which needed to be answered before Salamon’s queries could be addressed (Salamon 1981; Timmermans et al. 1998; Hood 2007) to include:</p>
<ol>
<li>What potential tools does any government have?</li>
<li>How can these be classified?</li>
<li>How have these been chosen in the past?</li>
<li>Is there a pattern for this use?</li>
<li>If so, how can we explain this (or these) pattern(s)?</li>
<li>Can we improve on past patterns of use?</li>
</ol>
<p>In order to answer these questions, policy scientists pursuing the tools approach followed, not necessarily as systematically as might be hoped, a five-stage research and analytical model-building strategy; one quite typical of the social sciences (see Figure 1 below). Each of the stages in this process is set out and described below.</p>
<p> <img alt="" src="data:image/png;base64,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" width="252" height="479" /></p>
<p> Figure 1: Analytical steps in social science model-building (modified from McKelvey, Bill, 1982)</p>



Old New Date Created Author Actions
November 1, 2013 @ 11:20:27 designlab
November 1, 2013 @ 11:17:30 designlab
October 30, 2013 @ 23:12:29 designlab
October 30, 2013 @ 22:50:21 designlab
July 12, 2013 @ 03:59:18 designlab
July 12, 2013 @ 03:55:30 [Autosave] designlab
July 11, 2013 @ 03:05:03 designlab
July 11, 2013 @ 02:58:25 designlab
July 11, 2013 @ 02:40:45 designlab
July 8, 2013 @ 04:26:04 designlab
July 8, 2013 @ 04:19:37 designlab
July 8, 2013 @ 03:56:17 designlab
June 20, 2013 @ 06:23:15 designlab
June 20, 2013 @ 06:23:03 designlab
June 20, 2013 @ 06:22:31 designlab
June 20, 2013 @ 06:22:25 designlab