Potential and challenges in home care service process optimization : a route optimization approach
Abstract
Aging of the population is an increasing problem in many countries, including
Finland, and it poses a challenge to public services such as home care. Vehicle
routing optimization (VRP) type optimization solutions are one possible way to
decrease the time required for planning home visits and driving to customer addresses, as well as decreasing transportation costs. Although VRP optimization is
widely and succesfully applied to commercial and industrial logistics, the home
care is a relatively new application area for it. This thesis examines what kind of
distance and time savings would be possible to achieve if daily home care operations are optimized in the similar manner as typical VRP optimization cases. In
order to plan the optimization cases, a detailed analysis of the target organization
(Home Care of the City of Jyväskylä in Finland) is conducted. The optimization
results and other findings are compared to the experiences of 98 Finnish home
care organizations (all organizations in Finnish municipalities with at least ten
thousand inhabitants) that answered a detailed survey concerning home care optimization. Both the optimization experiments and the answers by the home care
organizations support the conclusion that operational home care work is difficult
to optimize by typical route optimization solutios as it is fully customer oriented
work and the schedules of the home care staff change continuously as the needs
of the customers change. This often breaks the detailed schedules created by optimization. Despite the perceived incompleteness of many the currently available
home care route optimization solutions, most organizations that answered the
survey had a positive outlook of the research and future development of new solutions. Also some possible methods that could be incorporated into home care
optimization to improve it are discussed.
Main Author
Format
Theses
Doctoral thesis
Published
2016
Series
Subjects
ISBN
978-951-39-6802-1
Publisher
University of Jyväskylä
The permanent address of the publication
https://urn.fi/URN:ISBN:978-951-39-6802-1Use this for linking
ISSN
1456-5390
Language
English
Published in
Jyväskylä studies in computing