Purpose: This study
examines the cross-cultural transferability and implementation of the PRIME
(Professionalism, Reliability, Innovation, Mastery, Excellence) business
optimization methodology—originally developed for the Ukrainian automotive
detailing sector—within the U.S. automotive service industry, with particular
focus on the Southern California market. The research investigates whether a
business framework conceived in a post-Soviet transitional economy can be
effectively adapted to a mature, highly competitive Western market environment.
Methods: The study employs a mixed-methods research
design combining qualitative case study analysis with quantitative performance
metrics. Data were collected from three automotive detailing centers in the
Greater Los Angeles area over a twelve-month implementation period.
Semi-structured interviews with business owners and managers (n = 14), customer
satisfaction surveys (n = 387), and financial performance indicators were
analyzed using thematic analysis and descriptive statistics. The PRIME assessment
matrix was applied pre- and post-implementation to measure changes across all
five dimensions.
Findings: Results indicate that the PRIME methodology,
when adapted with culturally responsive modifications, produces significant
improvements in operational efficiency (average 23% reduction in service
delivery time), customer satisfaction (Net Promoter Score increase from 41 to
67), and financial performance (average revenue growth of 31% over twelve
months). Cross-cultural adaptation required substantial modifications to the
Professionalism and Excellence dimensions to accommodate U.S. regulatory frameworks
and consumer expectations.
Limitations: The study is limited to three detailing
centers in one geographic region, which constrains generalizability. The
twelve-month observation period may not capture long-term sustainability.
Self-selection bias among participating businesses is acknowledged.
Contributions: This research contributes to the
cross-cultural management literature by demonstrating the conditions under
which business methodologies developed in transitional economies can be
successfully transferred to mature Western markets. It also extends the
resource-based view by showing how culturally embedded knowledge assets can be
reconfigured for new institutional environments.
Practical implications: Practitioners in the
automotive service industry gain a structured, empirically validated framework
for business optimization. Immigrant entrepreneurs benefit from a culturally
adaptive methodology that bridges operational knowledge between markets.
Social implications: The study highlights the role of
immigrant entrepreneurship in transferring managerial knowledge across borders,
contributing to innovation in host-country service industries.
Originality: This is
the first empirical study to examine the cross-cultural implementation of a
copyrighted, structured business optimization model in the automotive detailing
sector, bridging the gap between Eastern European business methodology development
and Western market application
