Waiting time computation for blood collection sites

S.P.J. van Brummelen, W.L. de Kort, N.M. van Dijk

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)
48 Downloads (Pure)

Abstract

As blood donations are provided on a voluntary non-remunerated basis, blood donors should be treated as user-friendly as possible. Delays and waiting times within blood collection sites (donor centers) should thus be kept at acceptable levels. Waiting times are not incorporated directly other than by practical experience. A more rigorous approach is required. An analytic waiting time computation is therefore investigated to compute waiting times as a function of production. An analytic so-called product form solution for joint queue lengths is concluded. This product form leads to: • an exact expression for the marginal waiting time percentiles at each separate phase • a more formal justification for approximate computation of the total mean waiting time for the non- exponential case. A computational algorithm is provided to numerically approximate the total delay time distribution, an algorithm that has not been presented before. The results are tested for and applied to a real life test case of a Dutch representative blood collection site. These results illustrate the practical usefulness for Sanquin, but also the applicability of the models in general.
Original languageEnglish
Pages (from-to)70-80
Number of pages11
JournalOperations research for health care
Volume7
DOIs
Publication statusPublished - Dec 2015

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Blood Donors
Joints
Tissue Donors

Keywords

  • MSC-68M20
  • MSC-60K25
  • MSC-60J20
  • MSC-60J22
  • Waiting times
  • Marginal waiting times
  • Markov chain computation
  • Queueing
  • Queueing networks
  • Blood collection sites

Cite this

van Brummelen, S.P.J. ; de Kort, W.L. ; van Dijk, N.M. / Waiting time computation for blood collection sites. In: Operations research for health care. 2015 ; Vol. 7. pp. 70-80.
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title = "Waiting time computation for blood collection sites",
abstract = "As blood donations are provided on a voluntary non-remunerated basis, blood donors should be treated as user-friendly as possible. Delays and waiting times within blood collection sites (donor centers) should thus be kept at acceptable levels. Waiting times are not incorporated directly other than by practical experience. A more rigorous approach is required. An analytic waiting time computation is therefore investigated to compute waiting times as a function of production. An analytic so-called product form solution for joint queue lengths is concluded. This product form leads to: • an exact expression for the marginal waiting time percentiles at each separate phase • a more formal justification for approximate computation of the total mean waiting time for the non- exponential case. A computational algorithm is provided to numerically approximate the total delay time distribution, an algorithm that has not been presented before. The results are tested for and applied to a real life test case of a Dutch representative blood collection site. These results illustrate the practical usefulness for Sanquin, but also the applicability of the models in general.",
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Waiting time computation for blood collection sites. / van Brummelen, S.P.J.; de Kort, W.L.; van Dijk, N.M.

In: Operations research for health care, Vol. 7, 12.2015, p. 70-80.

Research output: Contribution to journalArticleAcademicpeer-review

TY - JOUR

T1 - Waiting time computation for blood collection sites

AU - van Brummelen, S.P.J.

AU - de Kort, W.L.

AU - van Dijk, N.M.

PY - 2015/12

Y1 - 2015/12

N2 - As blood donations are provided on a voluntary non-remunerated basis, blood donors should be treated as user-friendly as possible. Delays and waiting times within blood collection sites (donor centers) should thus be kept at acceptable levels. Waiting times are not incorporated directly other than by practical experience. A more rigorous approach is required. An analytic waiting time computation is therefore investigated to compute waiting times as a function of production. An analytic so-called product form solution for joint queue lengths is concluded. This product form leads to: • an exact expression for the marginal waiting time percentiles at each separate phase • a more formal justification for approximate computation of the total mean waiting time for the non- exponential case. A computational algorithm is provided to numerically approximate the total delay time distribution, an algorithm that has not been presented before. The results are tested for and applied to a real life test case of a Dutch representative blood collection site. These results illustrate the practical usefulness for Sanquin, but also the applicability of the models in general.

AB - As blood donations are provided on a voluntary non-remunerated basis, blood donors should be treated as user-friendly as possible. Delays and waiting times within blood collection sites (donor centers) should thus be kept at acceptable levels. Waiting times are not incorporated directly other than by practical experience. A more rigorous approach is required. An analytic waiting time computation is therefore investigated to compute waiting times as a function of production. An analytic so-called product form solution for joint queue lengths is concluded. This product form leads to: • an exact expression for the marginal waiting time percentiles at each separate phase • a more formal justification for approximate computation of the total mean waiting time for the non- exponential case. A computational algorithm is provided to numerically approximate the total delay time distribution, an algorithm that has not been presented before. The results are tested for and applied to a real life test case of a Dutch representative blood collection site. These results illustrate the practical usefulness for Sanquin, but also the applicability of the models in general.

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KW - MSC-60J20

KW - MSC-60J22

KW - Waiting times

KW - Marginal waiting times

KW - Markov chain computation

KW - Queueing

KW - Queueing networks

KW - Blood collection sites

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DO - 10.1016/j.orhc.2015.09.008

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JO - Operations research for health care

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