Digital marketing integration, KPI architecture and causal evaluation of enterprise competitiveness in emerging markets: a conceptualmethodological framework for Uzbekistan

Ruziev , Bakhtiyor

Innovation science and technologiy · 2026-yil

Annotatsiya

Purpose: This article develops a conceptual-methodological framework for evaluating how digitalmarketing integration contributes to enterprise competitiveness in emerging markets. The study responds to apersistent problem in digital transformation research: enterprises often adopt CRM systems, Big Data analytics,AI personalization, and omnichannel platforms without converting these tools into sustained competitiveadvantage.Design/methodology/approach: The article synthesizes strategic marketing theory, market orientation,dynamic capabilities, marketing analytics, Balanced Scorecard logic, and causal inference methodology.It proposes a five-condition framework for digital competitive advantage, a nine-node customer-data-tocompetitivenesscausal chain, a five-perspective KPI architecture, and a data-contingent causal identificationprotocol for Uzbekistan and comparable emerging markets.Findings: Digital marketing tools generate competitiveness only when embedded in five mutuallyreinforcing conditions: strategic integration, data quality, analytical competence, organizational agility, andalgorithmic uniqueness. The proposed KPI architecture separates leading indicators from lagging outcomesand distinguishes latent constructs from managerial performance indicators. The causal protocol clarifies whenPLS-SEM, panel fixed effects, instrumental variables, difference-in-differences, and propensity score matchingare appropriate.Originality/value: The article contributes an emerging-market-calibrated roadmap for moving from digitalmarketing adoption to measurable competitiveness evaluation under data scarcity. It provides a theoreticallygrounded and empirically testable framework for managers, researchers, and policymakers

Maqola ma’lumotlari
MualliflarRuziev , Bakhtiyor
JurnalInnovation science and technologiy
NashriyotТошкент давлат иқтисодиёт университети
Nashr sanasi2026-05-01
Jild2
Son5
TilIngliz
Ilmiy sohaIqtisodiyot
DOI10.5281/zenodo.20456357
Indeksga qo‘shilgan2026-08-26

DOI: 10.5281/zenodo.20456357 · Maqolaning asl sahifasi

Kalit so‘zlar

digital marketing integration; enterprise competitiveness; KPI architecture; causal inference; Balanced Scorecard; PLS-SEM; emerging markets; Uzbekistan; marketing analytics; digital maturity

Ilmiy soha

Iqtisodiyot

Iqtibos keltirish

APARuziev , Bakhtiyor (2026). DIGITAL MARKETING INTEGRATION, KPI ARCHITECTURE AND CAUSAL EVALUATION OF ENTERPRISE COMPETITIVENESS IN EMERGING MARKETS: A CONCEPTUALMETHODOLOGICAL FRAMEWORK FOR UZBEKISTAN. Innovation science and technologiy, 2(5). https://doi.org/10.5281/zenodo.20456357
GOST (OAK)Ruziev , Bakhtiyor DIGITAL MARKETING INTEGRATION, KPI ARCHITECTURE AND CAUSAL EVALUATION OF ENTERPRISE COMPETITIVENESS IN EMERGING MARKETS: A CONCEPTUALMETHODOLOGICAL FRAMEWORK FOR UZBEKISTAN // Innovation science and technologiy. – 2026. – T. 2, № 5. – DOI: 10.5281/zenodo.20456357.
MLARuziev , Bakhtiyor. “DIGITAL MARKETING INTEGRATION, KPI ARCHITECTURE AND CAUSAL EVALUATION OF ENTERPRISE COMPETITIVENESS IN EMERGING MARKETS: A CONCEPTUALMETHODOLOGICAL FRAMEWORK FOR UZBEKISTAN.” Innovation science and technologiy, 2(5), 2026. https://doi.org/10.5281/zenodo.20456357
ChicagoRuziev , Bakhtiyor. “DIGITAL MARKETING INTEGRATION, KPI ARCHITECTURE AND CAUSAL EVALUATION OF ENTERPRISE COMPETITIVENESS IN EMERGING MARKETS: A CONCEPTUALMETHODOLOGICAL FRAMEWORK FOR UZBEKISTAN.” Innovation science and technologiy, 2(5) (2026). https://doi.org/10.5281/zenodo.20456357
HarvardRuziev , Bakhtiyor (2026) ‘DIGITAL MARKETING INTEGRATION, KPI ARCHITECTURE AND CAUSAL EVALUATION OF ENTERPRISE COMPETITIVENESS IN EMERGING MARKETS: A CONCEPTUALMETHODOLOGICAL FRAMEWORK FOR UZBEKISTAN’, Innovation science and technologiy, 2(5). https://doi.org/10.5281/zenodo.20456357
BibTeX
@article{ruzievbakhtiyor2026,
  title = {DIGITAL MARKETING INTEGRATION, KPI ARCHITECTURE AND CAUSAL EVALUATION OF ENTERPRISE COMPETITIVENESS IN EMERGING MARKETS: A CONCEPTUALMETHODOLOGICAL FRAMEWORK FOR UZBEKISTAN},
  author = {Ruziev , Bakhtiyor},
  journal = {Innovation science and technologiy},
  year = {2026},
  volume = {2},
  number = {5},
  doi = {10.5281/zenodo.20456357},
  url = {https://doi.org/10.5281/zenodo.20456357}
}

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