Inforain Ecotrust

Well-Being Assessment of Communities in the Klamath Region

Page 1: Executive Summary

Page 2: Introduction & Study Location

Page 3: Methods

Page 4: Unit of Analysis and Data Sources

Page 5: Socioeconomic Scale

Page 6: Socioeconomic Scale Development

Page 7: Community Capacity

Page 8: Spatial Analysis

Page 9: Isolation scale

Page 10: The Klamath Region

Page 11: Relationships

Page 12: Variation in Socioeconomic Status and Community Capacity by Subregion

Page 13: North Coast Subregion

Page 14: Modoc Plateau Subregion

Page 15: Northern Sacramento Valley Subregion

Page 16: Rogue Subregion

Page 17: Siskiyou Corridor Subregion

Page 18: Trinity Subregion

Page 19: Summary

Page 20: References

Prepared for the United States Forest Service, Klamath National Forest
under contract 43-91W8-6-7077

October 20, 1997

Forest Community Research

Sam C. Doak Jonathan Kusel
S. C. Doak and Associates Forest Community Research
Portland, Oregon Taylorsville, California

Direct all correspondence to Jonathan Kusel at
Forest Community Research, P.O. Box 11, Taylorsville, California 95983
Phone: 916-284-1022; Fax: 916-284-1023

Executive summary

This social assessment examines the current state of well-being of communities in the Klamath region through an analysis of socioeconomic status and community capacity. The study region includes the Klamath physiographic province as well as the broad area of influence of the Klamath National Forest. Included in the study area are the communities of Josephine, Jackson and Klamath Counties in southwestern Oregon, and Humboldt, Del Norte, Siskiyou, Trinity, Shasta, and Modoc Counties in northern California. To facilitate analysis and discussion, six distinct social and economic subregions were delineated within the study area.

Both socioeconomic status and community capacity were assessed at the community level using aggregations of census block groups as the primary unit of analysis. A total of 130 aggregations were developed for the Klamath region. Four separate urban areas dominate the Klamath region. Thirty-eight percent of the total regional population of 622,626 is located in the four largest aggregations of Redding, Medford, Eureka and Klamath Falls. Still, 82 percent of the 130 aggregations have populations of less than 5,000 people.

Relative socioeconomic status among the aggregations was assessed using a scale of socioeconomic factors developed from 1990 Census of Population and Housing data. The design of the socioeconomic status scale assumes that higher levels of home ownership, education and employment indicate higher levels of socioeconomic well-being, and higher levels of poverty and higher percentages of children in homes receiving pubic assistance income indicate lower levels of socioeconomic well-being. Socioeconomic scores are reported on a seven-point scale with a one indicating very low socioeconomic status and a seven indicating very high socioeconomic status.

Community capacity is defined as the collective ability of residents in a community to respond to external and internal stresses; to create and take advantage of opportunities; and to meet the needs of residents, diversely defined. Physical capital, human capital and social capital are the primary components of community capacity. Community capacity was assessed for each aggregation based on local expert knowledge developed through a series of ten local workshops held in each of the nine counties in the Klamath region. Capacity ratings for aggregations are reported on a five-point scale with a one indicating low and very low capacity and a five indicating high to very high capacity.

Due to the overwhelming size of a few large cities within the Klamath region, the majority of the populace on the lower end of the socioeconomic scale resides in a relatively small number of aggregations. Nonetheless, a number of small community aggregations have considerably higher percentages of persons in poverty, individuals with low education, and children in households receiving public assistance income. From a community perspective, these higher population percentages lead to reduced socioeconomic status and contribute to lower overall well-being for the entire community.

Socioeconomic status and community capacity are both important components of well-being, yet they measure different aspects of it. There is a positive but weak relationship between these two measures for the study area. That is, aggregations with higher socioeconomic status tend to have higher capacity, but they often do not.

Socioeconomic status and capacity are also related, to a limited degree, to other measures such as population density, population size, and geographic isolation. Both socioeconomic status and capacity in the Klamath region tend to decrease as the relative isolation--as measured by several spatial factors such as distance from major highways and cities and density of public land--of aggregation population increases, although these relationships vary at a subregional level. Also, community capacity has a tendency to be higher in aggregations with higher total population and higher population density.

Communities with lower capacity and lower socioeconomic status are viewed as having lower overall well-being. Well-being increases as either capacity or socioeconomic status increases, and aggregations with high socioeconomic status and high capacity have the highest levels of well-being. Nineteen percent of the aggregations in the Klamath region have low levels of well-being, 32 percent have moderate levels of well-being, 40 percent have moderately high levels of well-being, and nine percent have high levels of well-being. Since well-being is expressed at a community level, the combination of high capacity and high socioeconomic status does not mean that all residents of an aggregation enjoy a high level of well-being. Communities with high well-being may include ethnic, occupational, or other social groups with considerably lower collective well-being.

This report is accompanied by a comprehensive set of data that adds a dynamic component to the social well-being assessment. The information and data presented provide a framework and tools for both completing additional assessment updates, and initiating more detailed community level assessments that directly include the interests and objectives of local residents.

The synthesis of expert knowledge captured in the community capacity workshops and detailed analysis of socioeconomic data highlight several points about factors of community well-being and the integral role of communities and ecosystem management.

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