Archive

Archive for February, 2010

Data Mining Research Paper: Data Mining Techniques

February 7, 2010 1 comment

Data Mining Research Paper:
A data mining approach in home healthcare: outcomes and service use


Abstract
Background

The purpose of this research is to understand the performance of home healthcare practice in the US. The relationships between home healthcare patient factors and agency characteristics are not well understood. In particular, discharge destination and length of stay have not been studied using a data mining approach which may provide insights not obtained through traditional statistical analyses.

Methods

The data were obtained from the 2000 National Home and Hospice Care Survey data for three specific conditions (chronic obstructive pulmonary disease, heart failure and hip replacement), representing nearly 580 patients from across the US. The data mining approach used was CART (Classification and Regression Trees). Our aim was twofold: 1) determining the drivers of home healthcare service outcomes (discharge destination and length of stay) and 2) examining the applicability of induction through data mining to home healthcare data.

Results

Patient age (85 and older) was a driving force in discharge destination and length of stay for all three conditions. There were also impacts from the type of agency, type of payment, and ethnicity.

Conclusion

Patients over 85 years of age experience differential outcomes depending on the condition. There are also differential effects related to agency type by condition although length of stay was generally lower for hospital-based agencies. The CART procedure was sufficiently accurate in correctly classifying patients in all three conditions which suggests continuing utility in home health care.

A research paper on data mining in health care sector by Elizabeth A Madigan and Olivier Louis Curet. Both of the Frances Payne Bolton School of Nursing, Case Western Reserve University, USA.

The electronic version of this article is the complete one and can be found online at: http://www.biomedcentral.com/1472-6963/6/18

If you want to write a research paper quickly, I highly recommend you to visit Rapid Research Papers.

Related Reading:

Schaum's Quick Guide to Writing Great Research PapersSchaum's Quick Guide to Writing Great Research Papers

Schaum's is here--to help you write great research papers

The experts at Schaum's are at your service-ready to help you with concise,... Read More >

Writing a Successful Research Paper: A Simple ApproachWriting a Successful Research Paper: A Simple ApproachThis brief, practical guide offers a clear and comprehensive strategy for conceptualizing, approaching, and executing the task of writing a research p... Read More >
How to Write Research Papers (Arco How to Write Research Papers)How to Write Research Papers (Arco How to Write Research Papers)Step-by-step instruction for compiling and writing a top-quality research paper .
Writing the Research Paper: A HandbookWriting the Research Paper: A HandbookGet simple, specific guidance on writing a research paper with WRITING THE RESEARCH PAPER: A HANDBOOK, Seventh Edition. With its easy-to-digest steps ... Read More >
Writing the Research Paper: A HandbookWriting the Research Paper: A HandbookGet simple, specific guidance on writing a research paper with WRITING THE RESEARCH PAPER: A HANDBOOK, Eighth Edition. With its easy-to-digest steps t... Read More >

Research paper topics resources

February 1, 2010 Leave a comment

Are you searching for topics for your research project?

If you’re…

  • Looking for topics related to your research coursework,
  • Looking for more information to write an article,
  • Exchanging ideas on various research topics, OR
  • Simply looking for more references…

You’ve come to the right place.

Whether you’re a high school student, OR, a college student, OR, an undergraduate student, OR, a post-graduate student or even a researcher with any background…

You might find Research-paper-topics.net provides extensive topics for research papers that are mostly searched on the Internet.

My aims are:

  • To provide free resources for students from high school to post grads as well as researchers on various research topics. If available they can download free research articles as their references for their papers or dissertations or theses writing.
  • To provide students to exchange their ideas on various research topics as well as provide free web space for any interested students or researchers to publish their research articles or papers abstracts so their papers would be cited as references by others.

You can subscribe to my Research Paper blog (no e-mail necessary), right-click on the orange RSS button (see top buttons to the right), copy and then paste the URL into your RSS reader. If your not sure what to do, Click here and follow simple instructions. Or click on the My Yahoo! button or My MSN or Add To Google button if you keep a personalized home page there. Once you start, you will be amazed at what RSS can do.

Related Reading:

McGraw-Hill's Concise Guide to Writing Research Papers (Perfect Phrases Series)McGraw-Hill's Concise Guide to Writing Research Papers (Perfect Phrases Series)

Write an effective research paper--no sweat!

The words “research paper” may send a chill down your spine. You're thinking about t... Read More >

Essentials of Writing Biomedical Research Papers. Second EditionEssentials of Writing Biomedical Research Papers. Second EditionProvides immediate help for anyone preparing a biomedical paper by givin specific advice on organizing the components of the paper, effective writing ... Read More >
Writing a Successful Research Paper: A Simple ApproachWriting a Successful Research Paper: A Simple ApproachThis brief, practical guide offers a clear and comprehensive strategy for conceptualizing, approaching, and executing the task of writing a research p... Read More >
Writing a Research Paper in Political ScienceWriting a Research Paper in Political ScienceLearn to write a great research paper with WRITING A RESEARCH PAPER IN POLITICAL SCIENCE! This concise political science text is more than just a typi... Read More >
How to Write Research Papers (Arco How to Write Research Papers)How to Write Research Papers (Arco How to Write Research Papers)Step-by-step instruction for compiling and writing a top-quality research paper .