Optimal Time Allocation for Process Improvement for Growth-Focused Entrepreneurs

被引:18
|
作者
Yoo, Onesun Steve [1 ]
Corbett, Charles J. [2 ]
Roels, Guillaume [2 ]
机构
[1] UCL, UCL Sch Management, London E14 5AB, England
[2] Univ Calif Los Angeles, Anderson Sch Management, Los Angeles, CA 90095 USA
关键词
entrepreneurship; process improvement; time allocation; dynamic programming; START-UP; DECISIONS; MODEL; MONEY; SURVIVAL; DYNAMICS;
D O I
10.1287/msom.2015.0568
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
For many entrepreneurs, time is a key constraint. They need to invest time to achieve growth, but also lose time because of recurring crises. We develop a simple stochastic dynamic program to model how an entrepreneur should prioritize between improving processes to reduce crises versus harvesting revenue or ensuring future growth. We show that it is initially optimal to prioritize process improvement: an entrepreneur should strive for high process quality early in the venture's growth process. We numerically analyze a simple heuristic derived from this optimal policy and identify the conditions under which it is (or is not) effective. It performs near optimally except when process quality or revenue rate may deteriorate too fast or when the cost of process improvement or revenue enhancement is too high. Our work provides a theoretical foundation for the advice found in the popular entrepreneurship and time management literature to invest time now to save time later.
引用
收藏
页码:361 / 375
页数:15
相关论文
共 50 条
  • [21] Optimal time allocation in active retirement
    Miguel Sánchez-Romero
    Alexia Prskawetz
    Central European Journal of Operations Research, 2020, 28 : 401 - 424
  • [22] Optimal time allocation in active retirement
    Sanchez-Romero, Miguel
    Prskawetz, Alexia
    CENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH, 2020, 28 (02) : 401 - 424
  • [23] Further improvement on dynamic programming for optimal bit allocation
    Chen, YS
    Wang, GP
    Dong, SH
    JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2003, 18 (01) : 109 - 113
  • [24] COMPLETE EXPECTED IMPROVEMENT CONVERGES TO AN OPTIMAL BUDGET ALLOCATION
    Chen, Ye
    Ryzhov, Ilya O.
    ADVANCES IN APPLIED PROBABILITY, 2019, 51 (01) : 209 - 235
  • [25] Further improvement on dynamic programming for optimal bit allocation
    YiSong Chen
    GuoPing Wang
    ShiHai Dong
    Journal of Computer Science and Technology, 2003, 18 : 109 - 113
  • [26] A validation approach for product-focused process improvement
    Birk, A
    Järvinen, J
    van Solingen, R
    INTERNATIONAL CONFERENCE ON PRODUCT FOCUSED SOFTWARE PROCESS IMPROVEMENT, 1999, 195 : 29 - 48
  • [27] Optimal resource allocation explains changes in the zebra mussel growth pattern through time
    Czarnoleski, M
    Kozlowski, J
    Lewandowski, K
    Mikolajczyk, M
    Müller, T
    Stanczykowska, A
    EVOLUTIONARY ECOLOGY RESEARCH, 2005, 7 (06) : 821 - 835
  • [28] Knowledge Growth and the Allocation of Time
    Lucas, Robert E., Jr.
    Moll, Benjamin
    JOURNAL OF POLITICAL ECONOMY, 2014, 122 (01) : 1 - 51
  • [29] Optimal allocation of measurements in a linear calibration process
    Tsai-Yu Lin
    Chen-Tuo Liao
    Metrika, 2005, 61 : 157 - 168
  • [30] OPTIMAL ALLOCATION OF PROCESS TOLERANCES AND STOCK REMOVALS
    TANG, GR
    KUNG, R
    CHEN, JY
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1994, 32 (01) : 23 - 35