Transcript Model 1

Nelson, Peter B. (2002) 'Perceptions of
Restructuring in the Rural West: Insights from
the "Cultural Turn"', Society & Natural Resources,
15:10, 903–921
Dawn Marie Gaid
ECON 439/539
February 2, 2009
Outline
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Introduction
Primary question
Method of analysis
Data source
Results
Policy implications
Introduction
“Recognizing the central
place of human-land
relationships in both the
economic and cultural
changes taking place in
the West is critical to
understanding the rising
atmosphere of discontent
among many of the
region’s residents”
(Nelson, 2002:907).
Primary question
Are people’s opinions and
perceptions of recent land use
changes in the nonmetropolitan
American West (“New West”)
influenced by economic and
cultural logic simultaneously?
Data source
• Questionnaire Survey – conducted using the Salant
and Dillman protocol
• Coded responses and open-ended questions – used
to access resident perceptions and positions on
community restructuring
• Condensation points – Current land use changes
used as symbols of restructuring around which to
construct more targeted questions and coherent
response; provide a more concrete referent; the
term ‘restructuring’ was too abstract.
• Response rate – 43%
▫ allows for a 95% confidence level and a ±5%
confidence interval
Data selection
• Population – nonmetropolitan communities
experiencing net migration rates higher than the
national average
• Economics – cluster analysis was used to group
counties based on similar economic structures
▫ 4 case-study communities were then selected to
represent different structural types
• Residents – stratified random sample of 1200
▫ 300 in each community equally divided between
new migrants and long-time residents
Method of analysis
• Analysis relies upon the coded responses only
• Chi-Square statistics – used to determine if there
is a difference between supporters and opponents
on condensation point (a specific land use change)
• Logistic regression – models use survey data
coded into dummy variables to predict probability
of support or opposition
Support/opposition (support=1, opposition=0) is a
function of perceived economic and cultural impacts, or
Support = f(perceived economic impacts; perceived cultural impacts)
Method of analysis
• Three different models (panels) were constructed:
1. considering only individual-level perceptions
2. considering only community-level perceptions,
3. combining both individual and community level perceptions
• Within each panel of Table 4, two separate sets of
models are presented.
▫ Model 1 reports regression coefficients when all variables are
forced into the model simultaneously, but considerable
colinearity was evident in these results.
▫ Model 2 presents more restrained results constructed using
Wald’s stepwise method for variable selection. The variables are
listed in the order in which they entered the stepwise model.
Results
The chi-square statistics are all significant at the .01 level, demonstrating how both
economic and cultural measures differentiate supporters from opponents
at the individual level.
Results
In the Model 1 panels not all of the signs are in
the expected directions, and the unique effects
of certain variables are uncertain. All of the
variables with significance levels less than .1
are eliminated in the stepwise model.
In the stepwise Model 2, combined panel:
• People who feel restructuring will negatively
impact their recreational activities, jobs,
community life, and environmental
stewardship are all more likely to oppose
these changes when controlling for
fluctuations in other variables.
• Low income respondent’s are also more likely
to oppose recent changes
Therefore, both cultural and economic
logic contribute to an understanding or
support/opposition for recent changes.
Note: Newcomer and long-time resident status
was not a significant determinant of support or
opposition, contrary to conventional wisdom.
Policy Implications
• In stepwise estimations of the logistic models (Model 2), low income
residents were consistently more likely to oppose recent events on
both community and individual levels.
▫ This opposition suggests low-income residents are more
marginalized (or at least perceive their positions are more
disrupted) in the wake of restructuring
▫ This may indicate a lack of adequate public services to aid lowincome residents with coping with contemporary forces of
change.
• Therefore, there are service provision implications that require
further investigations, since the overall goal of growth and
development is to enhance the well-being of all rural residents
“Fusing economic and cultural
dimensions into a single
analysis deepens our
understanding of these
differential perceptions and
provides groundwork for
better dealing with
contemporary processes of
restructuring on the ground”
(Nelson, 2002:919).