THE IMPACT OF ECONOMIC GROWTH ON UNEMPLOYMENT IN CENTRAL ASIA

ISSUE 11 Acceptance of papers November, 2025 Acceptance of papers Published monthly Topics economics, technology, social sciences INNOVATION SCIENCE AND TECHNOLOGY t.me/scupus_IST2100 2https://ist-journal.uz t.me/scupus_IST2100 Sharipov Kongiratbay Avezimbetovich, Doctor of Technical Sciences (DSc), Professor Ahmed Aziz Ismail Doctor of Technical Sciences (DSc), Professor (Egypt) Cham Tat Huei, Doctor of Philosophy (PhD), Professor (Malaysia) Asongu Simplice Doctor of Philosophy in Economics (PhD), Cameroon Abdurakhmanova Gulnora Kalandarovna, Doctor of Economic Sciences (DSc), Professor Lee Chin Doctor of Philosophy in Economics (PhD), (Malaysia) Muhammad Imran Sadiq Doctor of Philosophy in Economics (PhD), Professor, Malaysia Rui Dang Doctor of Chemistry (DSc), Professor, China Zahoor Ahmed Doctor of Philosophy in Economics (PhD), Turkey Shujaat Abbas Doctor of Philosophy in Economics (PhD), Russia Tina A Coffelt Doctor of Philosophy in Educational Sciences (PhD), USA Electronic publication, Issue 11. 314 pages. Approved for publication on November, 2025. EDITOR-IN-CHIEF: Mirzaliyev Sanjar Makhamatjon ugli DEPUTY EDITOR-IN-CHIEF: Makhmudov Nosir Makhmudovich DSc., Prof., Academican DEPUTY EDITOR-IN-CHIEF: Ochilov Bobur Bakhtiyor ugli – Senior lecturer at TSUI THE SCIENTIFIC-POPULAR ELECTRONIC JOURNAL "INNOVATION SCIENCE AND TECHNOLOGY" HAS BEEN REGISTERED UNDER THE NUMBER C-5669633 BY THE AGENCY FOR INFORMATION AND MASS COMMUNICATIONS (AOKA) OF THE REPUBLIC OF UZBEKISTAN, EFFECTIVE FROM OCTOBER 9, 2024. The scientific electronic journal “Innovation Science and Technology” has been included in the list of scientific publications recommended for the publication of main scientific results of dissertations for the award of PhD and DSc degrees in economics and technical sciences, in accordance with the Resolution No. 370 of the Presidium of the Higher Attestation Commission of the Republic of Uzbekistan, dated May 8, 2025. CONTACTS Phone: +998 50 737 87 88 Website: https://ist-journal.uz Email: [email protected] Editorial board: CONTENTS SOCIAL, ECONOMIC, SCIENTIFIC, AND TECHNICAL ACADEMIC JOURNAL11/2025 t.me/scupus_IST2100 3 https://ist-journal.uz CONTENTS POVERTY AND DEVELOPMENT ...............................................................................................................................................14 Kholmirzayev Abdulhamid Khapizovich WAYS TO ACHIEVE ECONOMIC STABILITY THROUGH THE IMPLEMENTATION OF INNOVATIVE TECHNOLOGIES IN INDUSTRIAL ENTERPRISES ..............................................................................................................23 Sadriddinov Bakhtiyor STRUCTURE–PROPERTY RELATIONSHIP OF ORGANOSILICON MATERIALS: EVALUATION BASED ON THERMOGRAVIMETRIC ANALYSIS ..................................................................................................................36 Tosheva Dilfuza Farxodovna, Siddikov Ikrom Iminjonovich, Rakhimov Firuz Fazlidinovich ''CREATING AN ALGORITHM AND SOFTWARE TOOL FOR PERSONAL IDENTIFICATION USING FACIAL SCANNING TO PROTECT THE OPERATING SYSTEM'' ...................................................................... 43 Usmonov Maxsud Tulqin o‘g‘li ENSURING INTERDISCIPLINARY INTEGRATION BASED ON MOBILE LEARNING TECHNOLOGIES .......... 51 Zaripov Olimjan Kuvandiq son MONITORING OF THE AYDAR–ARNASAY LAKE SYSTEM AND ASSESSMENT OF THE CHEMICAL COMPOSITION OF COLLECTOR WATER INFLOWS INTO THE LAKE ECOSYSTEM.............................................55 Erkabayev Furkat Ilyasovich, Madrimov Rajabboy Masharipovich, Aminov Khamza Khusanovich APPROBATION OF THE RESISTANCE OF BRICKS MADE FROM “ANGREN” SECONDARY KAOLIN TO THE EFFECT OF LIQUID METAL ........................................................................................................................................62 Umurov Ulug‘bek Meylievich THEORETICAL AND PRACTICAL FOUNDATIONS OF PERFORMANCE-BASED BUDGETING .........................68 Allakuliev Akmal Baltayevich IMPROVING ECONOMIC MECHANISMS THROUGH EFFECTIVE USE OF ORGANIZATIONAL AND LEGAL FRAMEWORKS IN TOURISM DEVELOPMENT .......................................................................................... 71 Abdusalomov Djamshid Abdusalomovich TEMPERATURE–RADIATION REGIME OF THE TERRITORY OF UZBEKISTAN FOR THE DESIGN OF SOLAR GREENHOUSES ..........................................................................................................................................................76 Ilkhom Ismatovich Rakhmatov, Shakhzod Niyoz ogli Izomov THEORETICAL ASPECTS OF GREEN FINANCING IN FORMING A GREEN ECONOMY ......................................81 Khalikov S. X. MUVAFFAQIYATLI STARTAР FAOLIYATIDA ROL O‘YNOVCHI MUHIM OMILLAR VA O‘ZBEKISTON SHAROITIDA STARTAР EKOTIZMINING RIVOJLANISHI.................................................................................................87 Qosimova Dilorom Sobirovna EFFECTIVENESS OF INNOVATION MANAGEMENT SYSTEMS .....................................................................................92 Umarova Nilufar Abdukakhorkizi INFLUENCE OF INTERNATIONAL RANKING ORGANIZATIONS ON HIGHER EDUCATION INSTITUTIONS AND EXISTING PLATFORMS ......................................................................................................................96 Urozboev Khayrulla Murodboy ugli BASE STATION MONITORING TECHNOLOGIES IN MOBILE NETWORKS ..........................................................103 Ibrokhimkhuja Rikhsikhujaev, Mohit Bhandwal FORMATION AND MANAGEMENT OF INVESTMENT PROJECTS OF ENTERPRISES ......................................108 Abdunazarov Saidakhmat Abdumalikovich THE IMPORTANCE OF QUALITY MANAGEMENT IN ENTERPRISE ACTIVITY MANAGEMENT ..................113 Rasulov Shavkat Sharof son PARTICIPATORY BUDGETING OF THE STATE BUDGET ..............................................................................................117 Khamidov Khabibullo Khikmatulla ogli TRANSFORMING THE HIGHER EDUCATION SECTOR THROUGH PUBLIC–PRIVATE PARTNERSHIP UNDER CONDITIONS OF DIGITALIZATION ...................................................................................................................... 123 Abdullayev Javohir Abdumalik og‘li WAYS TO IMPROVE THE EFFICIENCY OF THE FINANCIAL MANAGEMENT SYSTEM IN ENTERPRISES ..........................................................................................................................................................................131 Begalov Sherzod Maxsutaliyevich CONTENTS SOCIAL, ECONOMIC, SCIENTIFIC, AND TECHNICAL ACADEMIC JOURNAL 11/2025 t.me/scupus_IST2100 4https://ist-journal.uz DIRECTIONS FOR IMPROVING THE RESERVOIR SAFETY ASSESSMENT AND MANAGEMENT SYSTEM USING THE EXAMPLE OF THE TALIMARJON RESERVOIR .......................................................................136 Xodjaqulova Nodira Xosiyatqul qizi ECONOMIC EFFICIENCY AND INNOVATIVE TRANSFORMATION PROCESSES OF DIGITAL TECHNOLOGY IMPLEMENTATION IN UZBEKISTAN’S OIL AND GAS INDUSTRY ............................................. 141 Tarakhtiyeva Gulmira Kulbayevna INNOVATIVE APPROACHES TO RISK MANAGEMENT AND ASSESSMENT OF INVESTMENT PROJECTS IN THE DIGITAL ECONOMY ...............................................................................................................................145 Muxitdinova Kamola Alisherovna INNOVATIVE COOPERATION AND MARKETING STRATEGIES FOR STRENGTHENING THE REGIONAL ECONOMY: THE CASE OF NAMANGAN REGION ........................................................................... 149 Sattarov R. A. MARKETING PROBLEMS IN THE INTERNATIONAL TEXTILE MARKET AND FOREIGN EXPERIENCES IN SOLVING THEM. .......................................................................................................................................159 Musayeva Shoira Azimovna THE PROBLEMS OF LINGUISTIC ANALYSIS OF ELLIPTICAL SENTENCES IN MODERN ENGLISH ...........165 Jurayeva Hilola Kamol qizi, Eshonkulov Ravshan Tokhirovich THE EFFECTIVENESS AND PROSPECTS OF INTEGRATING ARTIFICIAL INTELLIGENCE INTO URBAN SECURITY DEVELOPMENT .....................................................................................................................................171 Iminov Akbarjon Odiljonovich 21ST CENTURY CHANGES AND THE GROWING IMPORTANCE OF PROFESSIONAL ENGLISH PROFICIENCY ................................................................................................................................................................................175 Rakhimova Shirin Utkurovna A COMPARATIVE STUDY OF UZBEKISTAN’S INNOVATION EFFICIENCY: EVALUATING GII OUTPUT–INPUT RATIOS RELATIVE TO LEADING AND EMERGING INNOVATIVE ECONOMIES ..............179 Umidjon Khoshimov ANALYSIS OF MODERN FINANCING MODELS FOR OUTSOURCING SERVICES IN PRESCHOOL EDUCATIONAL INSTITUTIONS AND THEIR EFFICIENCY .......................................................................................... 189 Khamidov Anis Choriyevich СРАВНИТЕЛЬНЫЙ АНАЛИЗ АРХИТЕКТУР ДИАЛОГОВЫХ СИСТЕМ ДЛЯ МЕДИЦИНСКОЙ ПРЕДМЕТНОЙ ОБЛАСТИ .......................................................................................................................................................195 Гофуржонов Мухаммадали Расулжон угли, Бурханова Айгуль Ильясновна EFFICIENT USE OF FINANCIAL RESOURCES IN UZBEKISTAN’S FORESTRY SECTOR ...................................201 Mamatqulova Muxlisaxon Mamirjanovna ESG RISKS AND CORPORATE ACCOUNTABILITY: GLOBAL LESSONS AND IMPLICATIONS FOR UZBEKISTAN .................................................................................................................................................................................. 206 Zakhidov Azizbek Rustamovich PRACTICE OF FOREIGN COUNTRIES IN PROVIDING FINANCING FOR ENTREPRENEURS’ INNOVATIVE INITIATIVE ..........................................................................................................................................................211 Jubanova Bayramgul SAMARQAND VILOYATIDA IJTIMOIY XIZMATLAR SOHASINING RIVOJLANISH DARAJASI VA SAMARADORLIK KO‘RSATKICHLARI............................................................................................................................216 Berdiyeva Nafisa Qahramonovna TOURISM SERVICES MANAGEMENT AND IMPROVEMENT IN UZBEKISTAN ...................................................221 Otaxonova Iroda Xamdamjon qizi TO‘G‘RIDAN-TO‘G‘RI XORIJIY INVESTITSIYALARNING O‘ZBEKISTONDA IQTISODIY BARQARORLIKNI TA’MINLASHDAGI AHAMIYATI VA UNING DINAMIK TAHLILI ............................................228 Abdurasul A.Sobirov O‘ZBEKISTON RESPUBLIKASIDA TADBIRKORLIKNI TASHKIL ETISHDA MOLIYAVIY TAVAKKALCHILIKNI BAHOLASH ..........................................................................................................................................233 Bayxonov Baxodirjon Tursunbayevich ANАLYZING N-SHАPЕD ЕNЕRGY VЕRSUS ЕNVIRОNMЕNT MОDЕL: ЕVIDЕNCЕ FRОM UZBЕKISTАN ..................................................................................................................................................................................240 Xalimjonov Nurbek Ulug‘bek o‘g‘li, Toxirov Shodiyor Zafar o‘g‘li, Jumamuratov Sultanbek lyasovich CONTENTS SOCIAL, ECONOMIC, SCIENTIFIC, AND TECHNICAL ACADEMIC JOURNAL11/2025 t.me/scupus_IST2100 5 https://ist-journal.uz PROSPECTS FOR DEVELOPING SUSTAINABLE TOURISM IN UZBEKISTAN .......................................................248 Alieva Makhbuba Toychievna EXPANDING THE FINANCIAL CAPABILITIES OF LOW-INCOME FAMILIES THROUGH DIGITAL FINANCIAL SERVICES ................................................................................................................................................................252 Bauyetdinov M.J., Djumamuratova Xurliman ANALYSIS OF FACTORS AFFECTING THE EFFICIENCY OF PUBLIC PROCUREMENT .....................................258 Abdurakhmonova Mahliyo Nurmamatovna THE IMPACT OF SMALL AND MEDIUM ENTERPRISE FINANCING ON ECONOMIC GROWTH: EMPIRICAL EVIDENCE FROM UZBEKISTAN ....................................................................................................................262 Aziza Farmonovna Ergasheva, Rustam Olimjonovich Oltinov ANALYSIS OF FACTORS INFLUENCING THE ACTIVITIES OF THE COMPANY’S SALES NETWORK .......... 277 Usmanov Ilkhom Achilovich NODAVLAT OLIY TA’LIM MUASSASALARINING TIZIMLI RIVOJLANISHIDA MARKETING FAOLIYATINING SAMARADORLIGINI OSHIRISH ............................................................................................................282 Yuldashov Isomiddin Sidiqovich LEVERAGING OPEN INNOVATION AND DIGITAL PLATFORMS TO ACCELERATE SUSTAINABLE STARTUP ECOSYSTEM DEVELOPMENT IN EMERGING ECONOMIES ...................................................................288 Azamov Sardor Telman ugli PROSPECTS FOR ENSURING BALANCE BETWEEN INDUSTRIAL SECTORS IN THE TERRITORIES OF THE ZARAFSHAN REGION ................................................................................................................................................ 297 Murtazayev Isabek Bazarbayevich THE IMPACT OF ECONOMIC GROWTH ON UNEMPLOYMENT IN CENTRAL ASIA ..........................................306 Kungratov Ilmurod Kuzibay ugli, Jumayev Samariddin Sayfiddin ugli SOCIAL, ECONOMIC, SCIENTIFIC, AND TECHNICAL ACADEMIC JOURNAL INNOVATION SCIENCE AND TECHNOLOGY 11/2025 t.me/scupus_IST2100 306 https://ist-journal.uz THE IMPACT OF ECONOMIC GROWTH ON UNEMPLOYMENT IN CENTRAL ASIA Kungratov Ilmurod Kuzibay ugli Scientific journals editorial specialist at TSUE. Master’s student (data science) in International Nordic University. Email: [email protected] ORCID: https://orcid.org/0009-0008-1397-2905 Jumayev Samariddin Sayfiddin ugli Indonesia University of Education Email: [email protected] Abstract: This study investigates the dynamic relationship between economic growth (measured by real GDP growth) and unemployment across the five Central Asian economies—Kazakhstan, the Kyrgyz Republic, Tajikistan, Turkmenistan, and Uzbekistan—over the period 2000–2023. The region’s transition economies offer a unique context where rapid economic development, often driven by commodity exports and foreign direct investment, does not consistently translate into proportional job creation, reflecting deviations from Okun’s Law. Using panel data techniques, including the Panel Autoregressive Distributed Lag (P-ARDL) model and the Vector Error Correction Model (VECM), the research estimates short-run and long-run elasticities between economic growth and unemployment. Findings reveal significant heterogeneity across countries. A statistically significant negative long-run relationship is confirmed, indicating that a 1% increase in GDP growth is associated with a decline in unemployment; however, the magnitude varies due to differences in economic structure. Short-run estimates reveal substantial variation, suggesting labor market rigidities and mismatches between labor supply and demand. Countries dependent on extractive industries display weaker job elasticity, resulting in “jobless growth.” This study contributes to the empirical literature by offering updated, region-specific evidence that can assist policymakers in promoting more inclusive and employment-rich growth through economic diversification and investment in human capital. Key words: Economic Growth, Unemployment, Central Asia, Okun's Law, Panel Data Analysis, P-ARDL, Jobless Growth, Labor Market Dynamics, Transition Economies. Annotatsiya: Ushbu tadqiqot 2000–2023-yillar davomida Markaziy Osiyoning besh davlati — Qozog‘iston, Qirg‘iziston, Tojikiston, Turkmaniston va O‘zbekiston iqtisodiy o‘sishi (real YaIM o‘sishi) hamda ishsizlik darajasi o‘rtasidagi dinamik bog‘liqlikni o‘rganadi. Mintaqa iqtisodiyotlari ko‘p hollarda xomashyo eksporti va to‘g‘ridan-to‘g‘ri xorijiy investitsiyalarga tayanib rivojlangan bo‘lsa-da, bu jarayon har doim ham bandlikning mutanosib oshishiga olib kelmaydi. Bu holat Okun qonuni bo‘yicha kutilgan natijalardan chetlanish mavjudligini ko‘rsatadi. Panel ma’lumotlar asosida, jumladan, Panel ARDL va VECM modellari qo‘llanilgan holda iqtisodiy o‘sish va ishsizlik o‘rtasidagi qisqa va uzoq muddatli elastikliklar baholandi. Natijalar mamlakatlar kesimida sezilarli farqlarni ko‘rsatadi. Uzoq muddatda iqtisodiy o‘sish va ishsizlik o‘rtasida statistik jihatdan ahamiyatli salbiy bog‘liqlik mavjud bo‘lib, YaIMning 1 foizga o‘sishi ishsizlik darajasining pasayishiga olib kelishi aniqlangan. Biroq qisqa muddatli ta’sirlar keskin farqlanadi, bu esa mehnat bozoridagi rigidliklar va kasbiy nomuvofiqliklar mavjudligini anglatadi. Xususan, qazib olish sanoatiga tayanadigan mamlakatlarda o‘sishning bandlikka ta’siri sust bo‘lib, “ishsiz o‘sish” holati kuzatiladi. Tadqiqot mintaqaviy darajadagi yangilangan amaliy dalillarni taqdim etib, inklyuziv va bandlik yaratishga yo‘naltirilgan iqtisodiy siyosat ishlab chiqishda muhim ahamiyat kasb etadi. Kalit so‘zlar: Iqtisodiy o‘sish, Ishsizlik, Markaziy Osiyo, Okun qonuni, Panel tahlili, P-ARDL, Ishsiz o‘sish, Mehnat bozori dinamikasi, O‘tish davri iqtisodiyotlari. Аннотация: В данном исследовании анализируется динамическая взаимосвязь между экономическим ростом (измеряемым ростом реального ВВП) и уровнем безработицы в пяти странах Центральной Азии — Казахстане, Кыргызской Республике, Таджикистане, Туркменистане и Узбекистане — за период 2000–2023 годов. Экономики региона, находящиеся в переходном периоде, характеризуются тем, что быстрый экономический рост, основанный преимущественно на экспорте сырья и прямых иностранных инвестициях, не всегда приводит к пропорциональному созданию рабочих мест, что отражает отклонения от закона Окуна. Используя панельные методы анализа, включая SOCIAL, ECONOMIC, SCIENTIFIC, AND TECHNICAL ACADEMIC JOURNAL INNOVATION SCIENCE AND TECHNOLOGY 11/2025 t.me/scupus_IST2100 307 https://ist-journal.uz модель Panel ARDL и векторную модель коррекции ошибок (VECM), исследование оценивает краткосрочные и долгосрочные эластичности между экономическим ростом и безработицей. Результаты показывают существенную неоднородность между странами. Подтверждена статистически значимая отрицательная долгосрочная связь: увеличение ВВП на 1% сопровождается снижением уровня безработицы, однако величина эффекта различается в зависимости от структуры экономики. Краткосрочные коэффициенты демонстрируют значительные различия, что указывает на жесткость рынка труда и несоответствие между спросом и предложением рабочей силы. Страны, зависящие от добывающих отраслей, имеют более слабую эластичность занятости, что приводит к феномену «роста без рабочих мест». Исследование вносит вклад в эмпирическую литературу, предоставляя обновленные региональные данные, важные для разработки инклюзивных и ориентированных на занятость стратегий роста, включая диверсификацию экономики и развитие человеческого капитала. Ключевые слова: Экономический рост, Безработица, Центральная Азия, Закон Окуна, Панельный анализ, P-ARDL, Рост без рабочих мест, Динамика рынка труда, Переходные экономики. INTRODUCTION The symbiotic yet complex relationship between economic growth and unemployment stands as a foundational pillar of macroeconomic inquiry and a critical concern for policymakers globally. Traditional economic theory, notably epitomized by Okun’s Law, posits a clear negative correlation: as real output growth surpasses its potential, the unemployment rate tends to fall. This relationship is not merely academic; it is central to evaluating the efficacy of national development models and ensuring that macroeconomic success translates into tangible social welfare improvements. In the context of Central Asia—comprising Kazakhstan, the Kyrgyz Republic, Tajikistan, Turkmenistan, and Uzbekistan—this relationship takes on a unique and pressing significance. Following the dissolution of the Soviet Union, these nations embarked on distinct, yet universally challenging, transitions toward market economies. The region has since experienced periods of substantial, rapid economic expansion, largely fueled by vast natural resource endowments (particularly in Kazakhstan and Turkmenistan), significant infrastructure investment, and, more recently, wide-ranging market liberalization reforms (most notably in Uzbekistan). However, this growth trajectory has been frequently criticized for not being sufficiently inclusive, often failing to generate employment opportunities at a pace commensurate with economic expansion. This phenomenon, often termed “jobless growth,” raises fundamental questions about the structural integrity and long-term sustainability of the region’s development pathways. The existing body of literature on the Okun’s relationship is vast at the global and regional levels, yet focused empirical studies specifically dedicated to the five Central Asian states remain sparse. Current research often aggregates these nations into broader “emerging market” or “Eurasian” categories, thereby overlooking the unique national disparities in economic structure, labor market rigidities, demographic pressures, and institutional quality. For instance, Kazakhstan and Turkmenistan, with capital-intensive extractive industries dominating their GDP, may exhibit a weaker job-elasticity of growth compared to the more labor-intensive, manufacturing and service-oriented economies of Uzbekistan and the Kyrgyz Republic. This heterogeneity necessitates a disaggregated, in-depth analysis. This study addresses this empirical and analytical gap by providing a contemporary, econometric investigation into the impact of economic growth on unemployment dynamics across the Central Asian economies from 2000 to 2023. We move beyond simple correlation analysis by employing advanced panel data methodologies, including the Panel Autoregressive Distributed Lag (P-ARDL) model and Vector Error Correction Model (VECM) framework. The P-ARDL approach is particularly well-suited for this analysis as it allows for the examination of both short-run dynamics and the long-run equilibrium relationship between the variables, accommodating potential cointegration while accounting for cross-country heterogeneity. The primary objectives of this research are threefold: 1. To empirically test the validity of Okun’s Law (or its deviations) across the Central Asian region as a panel and individually for each country. 2. To estimate the short-run adjustment mechanisms and long-run elasticities of unemployment to real GDP growth. 3. To provide evidence-based policy implications for national governments to foster more inclusive, employment-generating economic structures. The subsequent structure of the paper is organized as follows: Section 2 provides a review of the theoretical framework and related empirical literature. Section 3 outlines the data sources and the econometric methodology employed. Section 4 presents and discusses the empirical results, including both short-run and long-run estimates. Finally, Section 5 concludes the study with key findings and policy recommendations. SOCIAL, ECONOMIC, SCIENTIFIC, AND TECHNICAL ACADEMIC JOURNAL INNOVATION SCIENCE AND TECHNOLOGY 11/2025 t.me/scupus_IST2100 308 https://ist-journal.uz LITERATURE REVIEW The relationship between economic activity and labor market outcomes has been one of the most extensively studied areas in macroeconomics. This section reviews the theoretical underpinnings of this relationship, explores global and regional empirical evidence, and highlights the specific context of transition economies relevant to Central Asia. 1. Theoretical Framework: Okun’s Law The foundation of the relationship between output and unemployment is articulated by Okun’s Law, first empirically established by Arthur Okun in the 1960s. Okun’s original work demonstrated a clear inverse correlation: for every 1% deviation of real GDP from its potential level, the unemployment rate deviates in the opposite direction by approximately 0.3 percentage points (Okun, 1962). This correlation is attributed to several mechanisms, including cyclical labor hoarding, changes in working hours, and fluctuations in labor force participation rates in response to changes in aggregate demand. Methodologically, empirical studies typically employ three main specifications of Okun’s Law: 1. Difference Form: Relates the change in the unemployment rate to the change in output growth. This is commonly used for short-run dynamics. 2. Gap Form: Relates the unemployment gap (actual minus natural rate) to the output gap (actual minus potential GDP). This is used for long-run equilibrium. 3. Dynamic/Lagged Form: Includes lagged dependent and independent variables to capture adjustment speeds and persistence, often utilized within ARDL or VECM models. The resulting Okun’s coefficient (beta) is critical; its magnitude reflects the responsiveness of the labor market to economic fluctuations. A low coefficient may signal structural rigidities, such as slow worker reallocation, or the presence of capital-intensive growth (“jobless growth”). 2. Global and Regional Empirical Evidence Empirical literature confirms the validity of Okun’s Law across diverse economies, though the coefficient (beta) varies significantly: • Developed Economies: Studies on OECD countries typically find a robust, albeit lower, Okun’s coefficient (e.g., typically between -0.2 and -0.5). For instance, numerous studies confirm the law’s stability in the United States and the Eurozone, though the coefficient has been observed to change over time due to shifts in technology and labor market flexibility (e.g., Ball et al., 2017). • Developing and Emerging Economies: Research in developing countries often yields mixed results. The relationship is frequently found to be weaker, non-linear, or asymmetric, often showing a stronger effect during economic downturns than during expansions (Crespo-Cuaresma, 2011). Factors such as large informal sectors, high rates of underemployment, and structural constraints on factor mobility contribute to these deviations. 3. Okun’s Law in Transition and Post-Soviet Economies For transition economies, the relationship between growth and unemployment is particularly complex due to rapid structural transformations, privatization, and institutional changes. • Structural Mismatches: Early research on former Soviet Union (FSU) countries highlighted that rapid economic restructuring often leads to significant unemployment in declining sectors, which is not immediately absorbed by growing, often capital-intensive, new sectors. This implies a significant structural mismatch problem, weakening the Okun relationship (e.g., Svejnar, 2002). • The “Jobless Growth” Phenomenon: Several studies focusing on the broader post-Soviet region have documented instances of high economic growth that coincides with persistent or only marginally decreasing unemployment rates. This is primarily attributed to resource-intensive growth patterns (extracting industries require high capital but few workers) and productivity gains that outpace job creation (IMF, 2019; Autonome et al., 2015). • Central Asia Specifics: While limited, existing literature hints at the heterogeneity within Central Asia. For example, works focusing on Kazakhstan often confirm the presence of Okun’s Law but with a low elasticity, reflecting its heavy reliance on oil and gas. Conversely, analyses on the more demographically strained and remittance-dependent economies like Tajikistan and the Kyrgyz Republic indicate that external factors often overshadow the direct domestic growth-unemployment linkage. A notable gap remains in the comparative, contemporary analysis of all five nations using panel cointegration techniques to establish both short-run and long-run effects simultaneously. 4. Research Gap and Contribution The preceding review underscores the theoretical importance and empirical complexity of the Okun’s relationship. While the law holds broadly, its application to structurally diverse, heterogeneous transition economies, like those in Central Asia, requires context-specific modeling. Current research suffers from three key limitations: SOCIAL, ECONOMIC, SCIENTIFIC, AND TECHNICAL ACADEMIC JOURNAL INNOVATION SCIENCE AND TECHNOLOGY 11/2025 t.me/scupus_IST2100 309 https://ist-journal.uz 1. Aggregation Bias: Studies often pool Central Asian countries with broader FSU or developing country groups, masking critical national differences. 2. Methodological Constraint: Many studies rely on simple OLS or time-series methods that fail to account for panel heterogeneity or the long-run equilibrium relationship (cointegration). 3. Data Currency: Most focused analyses utilize data pre-dating the extensive market reforms initiated by Uzbekistan in the late 2010s, which significantly altered the regional economic landscape. This study directly addresses these gaps by employing the P-ARDL and VECM frameworks on current data (2000–2023) to deliver disaggregated, robust estimates of both short-run and long-run Okun’s coefficients for each of the five Central Asian states. By confirming the nature of the long-run relationship and quantifying the speed of adjustment, the research offers a critical, contemporary contribution to both macro-labor economics and Central Asian policy dialogue. RESEARCH METHODOLOGY This study utilizes an annual panel dataset covering the period 2000–2023 for five Central Asian economies: Kazakhstan, the Kyrgyz Republic, Tajikistan, Turkmenistan, and Uzbekistan. The empirical analysis is based on two core macroeconomic indicators: the unemployment rate and real GDP, each of which is transformed into natural logarithmic form to enable elasticity-based interpretation. Accordingly, the variables are expressed as: ln(UNEMP) – logarithm of the unemployment rate ln(GDP) – logarithm of real GDP The primary sources of data include the World Bank World Development Indicators (WDI) and the International Labour Organization (ILO) statistical database. Given the structural characteristics of post-transition economies, the dataset is expected to exhibit nonstationarity and cross-country heterogeneity. Therefore, the methodological framework begins with a series of panel unit root tests, specifically the Levin–Lin–Chu (LLC) and Im–Pesaran–Shin (IPS) tests. These tests determine the integration order of each variable and help confirm whether both ln(UNEMP) and ln(GDP) are integrated of order one: H1: ln(UNEMP) ~ I(1) H2: ln(GDP) ~ I(1) Establishing the integration properties is critical for selecting the appropriate cointegration and dynamic modeling technique. To estimate both long-run and short-run relationships between unemployment and economic growth, we employ the Panel Autoregressive Distributed Lag (P-ARDL) model, with a focus on the Pooled Mean Group (PMG) estimator developed by Pesaran, Shin, and Smith (1999). The P-ARDL framework is particularly suitable for panels characterized by a relatively small number of cross-sections (N = 5) and a moderately long time dimension (T = 24). Moreover, P-ARDL models offer robustness to variables that are a mix of I(0) and I(1). The strength of the PMG estimator lies in its ability to assume a common long-run equilibrium relationship across all countries, while simultaneously allowing for heterogeneous short-run dynamics and country-specific speeds of adjustment. The general form of the P-ARDL( p , q ) model for country i is represented as: (Word-friendly equation) where: • yᵢₜ = ln(UNEMP) for country i • xᵢₜ = ln(GDP) for country i • φᵢ = country-specific error-correction coefficient (speed of adjustment) • δ = long-run elasticity (restricted to be homogeneous across countries under PMG) • γᵢⱼ, λᵢⱼ = heterogeneous short-run dynamic coefficients • εᵢₜ = error term The error-correction representation ensures that deviations from long-run equilibrium are corrected over time, allowing for meaningful interpretation of both longand short-run effects. ANALYSIS AND RESULTS This section presents the empirical findings derived from the Panel Autoregressive Distributed Lag (P-ARDL) model applied to the five Central Asian economies over the period 2000–2023. The analysis begins with stationarity diagnostics, followed by long-run and short-run estimation results, and concludes with policyrelevant interpretations of cross-country heterogeneity.