Unpacking analyses relying on area-based data: are the assumptions supportable?

نویسندگان

  • John Glover
  • Diana Rosman
  • Sarah Tennant
چکیده

BACKGROUND: In the absence in the major Australian administrative health record collections of a direct measure of the socioeconomic status of the individual about whom the event is recorded, analysis of the association between the health status, use of health services and socioeconomic status of the population relies an area-based measure of socioeconomic status.This paper explores the reliability of the area of address (at the levels typically available in administrative data collections) as a proxy measure for socioeconomic disadvantage. The Western Australian Data Linkage System was used to show the extent to which hospital inpatient separation rates for residents of Perth vary by socioeconomic status of area of residence, when calculated at various levels of aggregation of area, from smallest (Census Collection District) to largest (postcode areas and Statistical Local Areas). Results are also provided of the reliability, over time, of the address as a measure of socioeconomic status. RESULTS: There is a strong association between the socioeconomic status of the usual address of hospital inpatients at the smallest level in Perth, and weaker associations when the data are aggregated to larger areas. The analysis also shows that a higher proportion of people from the most disadvantaged areas are admitted to hospital than from the most well-off areas (13% more), and that these areas have more separations overall (47% more), as a result of larger numbers of multiple admissions.Of people admitted to hospital more than once in a five year period, four out of five had not moved address by the time of their second episode. Of those who moved, the most movement was within, or between, areas of similar socioeconomic status, with people from the most well off areas being the least likely to have moved. CONCLUSION: Postcode level and SLA level data provide a reliable, although understated, indication of socioeconomic disadvantage of area. The majority of Perth residents admitted to hospital in Western Australia had the same address when admitted again within five years. Of those who moved address, the majority had moved within, or between, areas of similar socioeconomic status.Access to data about individuals from the Western Australian Data Linkage System shows that more people from disadvantaged areas are admitted to a hospital, and that they have more episodes of hospitalisation. Were data to be available across Australia on a similar basis, it would be possible to undertake research of greater policy-relevance than is currently possible with the existing separations-based national database.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Unpacking Virtualization Obfuscators

Nearly every malware sample is sheathed in an executable protection which must be removed before static analyses can proceed. Existing research has studied automatically unpacking certain protections, but has not yet caught up with many modern techniques. Contrary to prior assumptions, protected programs do not always have the property that they are reverted to a fully unprotected state at some...

متن کامل

اهمیت درآمد مختلط و ربط آن به توان اشتغال‌زایی بخش‌ها در قالب نظام شبه ماتریس حسابداری اجتماعی

Due to restrictions in socioeconomic analyses of sector and macro accounting systems and so as to satisfy the need to consistent and integrated statistics on modern economic development visions during last three decades, the researches used middle accounting system patterns to overcome the shortcomings. The way of considering household consumption and income in the most detailed form and linkin...

متن کامل

Distances, Assumptions and Social Wasps

The use of distance data in phylogenetic inference retains adherents in molecular systematics, despite the well-established cladistic critique of distances. Molecular distance matrices have been supposed to measure evolutionary divergence; however, trees based upon analyses of such matrices are generally uninterpretable as doing so-under realistic conditions (Farris, 1981, 1985, 1986). In addit...

متن کامل

A compression method for homomorphic ciphertexts

In this work we describe a message packing and unpacking method for homomorphic ciphertexts. Messages are packed into the coefficients of plaintext polynomials. We propose an unpacking procedure which allows to obtain a ciphertext for each packed message. The packing and unpacking of ciphertexts represents a solution for reducing the transmission bottleneck in cloud based applications, in parti...

متن کامل

Evaluation of Health System Development Plan and Basic Education Transformation Plan Based on Health System Assumptions with Emphasis on Education

Background and Objective: Health education and health promotion are considered an important source for economic, social and individual development. It is the governments’ important role to consider it as a crusial matter and all human beings need training to achieve this worthwhile goal, namely health. Methods: This study was carried out using content analysis “Shannon Entropy”. In this method ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • International Journal of Health Geographics

دوره 3  شماره 

صفحات  -

تاریخ انتشار 2004