Substantiating the Diffusion Model of Innovation Implementation and its Application to Vaccine Propagation

被引：2

作者：

Gorbachuk, V. M. ^{[1
]}

Dunaievskyi, M. S. ^{[1
]}

Syrku, A. A. ^{[2
]}

Suleimanov, S-B ^{[1
]}

机构：

[1] Natl Acad Sci Ukraine, VM Glushkov Inst Cybernet, Kiev, Ukraine

[2] State Space Agcy Ukraine, Ukrainian Natl Space Facil Control & Test Ctr, Main Ctr Special Monitoring, Gorodok, Zhytomyr Region, Ukraine

来源：

CYBERNETICS AND SYSTEMS ANALYSIS | 2022年 / 58卷 / 01期

基金：

新加坡国家研究基金会;

关键词：

new product; critical mass; pandemic; marketing; healthcare; stochastic processes;

D O I：

10.1007/s10559-022-00438-1

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

The paper examines prerequisites and assumptions of the classical Bass innovation diffusion model with the aim of applying it in modeling of relevant stochastic processes related to the pandemic. The Bass model has proven its versatility and applicability to various environments. A thorough mathematical substantiation of the model properties is presented based on theories of evolutionary equations and stochastic processes for its further development, as well as search for uncertainty parameters and observable variables. The paper provides realistic estimation results of the Bass model parameters for vaccination in Ukraine and Belarus on weekly data of the first half of 2021. Similar studies are suggested for other countries, as well as regions and districts of Ukraine.

引用

页码：84 / 94

页数：11

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