Relevant bibliographies by topics / Open unemployment rate

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Open unemployment rate'

Author: Grafiati
Published: 7 June 2025
Last updated: 16 July 2025

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Journal articles on the topic "Open unemployment rate"

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Novalia, Novalia, Nur’aeni Nur’aeni, Husna Purnama, and Indriyani Indriyani. "Wilcoxon Analysis to Compare the Open Unemployment Rate Before and After the Implementation of ASEAN Economic Community (EAC) In Indonesia." Al-Jabar : Jurnal Pendidikan Matematika 10, no. 1 (2019): 151–57. http://dx.doi.org/10.24042/ajpm.v10i1.4459.

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The implementation of the EAC should be seen positively since it opens the opportunities for job seekers in Indonesia to have a career abroad. With varied employment opportunities, it is expected that the open unemployment rate in Indonesia will decline. The purpose of this study is to compare the level of open unemployment rate in Indonesia before and after the implementation of the ASEAN Economic Community (EAC) using Wilcoxon Analysis. This research is quantitative. Wilcoxon analysis is used to compare the open unemployment rate in Indonesia before and after the EAC is implemented. The resu
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Christianto, Slamet Yanu, Dwi Prasetyani, and Tetuko Rawidyo Putr. "The Effect of Inflation Rate, Economic Growth Rate and Minimum Wages on Open Unemployment Rate in East Java Year 2013–2021." International Journal of Economics, Business and Management Research 06, no. 12 (2022): 42–53. http://dx.doi.org/10.51505/ijebmr.2022.61204.

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The purpose of this study was to determine the effect of the inflation rate, the rate of economic growth and drinking wages on the open unemployment rate in East Java in 2013-2021. This research is a quantitative research in East Java Province. The analysis used is the Data Panel. The results show that the inflation variable has a positive and significant effect on unemployment, there is an influence on the variables of economic growth and the minimum wage on open unemployment.
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Anić, Aleksandra, and Zorica Mladenović. "Unemployment rate dynamics in small open economy: The case of Serbia." Industrija 48, no. 4 (2020): 7–22. http://dx.doi.org/10.5937/industrija48-29763.

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Dynamic relationship among unemployment rate and key macroeconomic variables is explored for the Serbian economy that has been characterized by high unemployment rates since the outcome of the Great Recession. This analysis reveals how effective policy measures can be in reducing unemployment rate. Cointegrated vector autoregressive model is employed for the period 2014-2019. Prior to multivariate dynamic modelling, the validity of hysteresis hypothesis for unemployment rate is assessed. Obtained results show significant negative long-run effect of real wages on unemployment rate, and positive
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Putra Adiyadnya, Made Santana, and Ni Nyoman Adityarini Abiyoga Vena Swara. "Pengaruh Tingkat Investasi, Nilai Tukar Rupiah dan Pertumbuhan Ekonomi terhadap Tingkat Pengangguran." Widya Manajemen 3, no. 2 (2021): 107–16. http://dx.doi.org/10.32795/widyamanajemen.v3i2.1286.

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Economic development is a process increase in real income of the population in a country as sustainably. Macroeconomy growth becomes one of the indicators for rate economic conditions in a country. Unemployment in the macroeconomy is a complicated problem from human resources in each country, including Indonesia. Bali province is one of the provinces that have a very tight population, so there are many workers and unemployment. The purpose of this study are to know the effect of economic growth, inflation and investation partially to open unemployment rate of Bali Province and to know the effe
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Yessi Tamba, Dian Novita Sari, Rizki Imam Maulana, Asnidar Asnidar, and Ahmad Ridha. "Pengaruh Upah Minimum dan Tingkat Inflasi terhadap Pertumbuhan Ekonomi dan Tingkat Pengangguran Terbuka di Provinsi Banten." JURNAL MANAJEMEN DAN BISNIS EKONOMI 3, no. 1 (2024): 304–19. https://doi.org/10.54066/jmbe-itb.v3i1.2782.

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This study aims to determine the effect of wages and inflation on economic growth and the open unemployment rate in Banten. This quantitative research uses secondary data sourced from the Central Statistics Agency (BPS) from 2011 - 2023. The data analysis used used the path analysis method. The results of this study indicate that the minimum wage directly has a negative and significant effect on economic growth in Banten Province. Inflation has a positive but insignificant effect on economic growth in Banten Province. Minimum wage has a negative and significant effect on the Open Unemployment
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Boci, Aprisal, Chairullah Amin, Said Mala, Nonce Hasan, Nurdin I. Muhammad, and Musdar Muhammad. "Determinan Tingkat Kemiskinan di Kabupaten Halmahera Selatan." Jurnal Syntax Admiration 5, no. 11 (2024): 4998–5016. http://dx.doi.org/10.46799/jsa.v5i11.1828.

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Development index, open unemployment rate, and labor force participation rate on poverty. The results of this study show that economic growth, open unemployment rate, and labor participation rate have no effect on the human development index partially or simultaneously. Meanwhile, economic growth, human development index, open unemployment rate, and labor participation level affect poverty partially or simultaneously.
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Ernita, Dewi. "Analisis Dampak Faktor-Faktor yang Mempengaruhi Pengangguran Terhadap Pertumbuhan Ekonomi di Provinsi Jambi." Jurnal EMT KITA 7, no. 1 (2023): 173–78. http://dx.doi.org/10.35870/emt.v7i1.827.

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This study aims to determine and analyze whether there is an influence between Investment, Wages, Economic Growth and Inflation on the Open Unemployment Rate in Jambi Province in 2010-2021. This research is categorized as analytical research, which is a study that analyzes data that leads to a conclusion, a population, which is inferential. The data used in this study is secondary data obtained from government agencies, namely the Jambi Province BPS. The analytical tool used in this study is Multiple Linear Regression, with the results of the analysis as follows; There is significant effect be
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Podi, Syafitri Inten, Zulfanetti Zulfanetti, and Nurhayani Nurhayani. "Analisis pengaruh pertumbuhan ekonomi dan tingkat inflasi terhadap pengangguran perbuka di Provinsi Jambi pendekatan vector error correction model (VECM)." Jurnal Paradigma Ekonomika 15, no. 1 (2020): 95–114. http://dx.doi.org/10.22437/jpe.v15i1.9223.

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The purpose of this study is to determine the development of the level of open unemployment, economic growth, and inflation in Jambi Province and to determine the effect of economic growth and inflation on open unemployment in Jambi Province in the short and long term. This research uses secondary data. This study uses a quantitative descriptive approach with a Vector Error Correction Model (VECM). The results of the data analysis show that the level of open unemployment, growth, and inflation has fluctuated figures. In the short term, none of the variables has a significant effect on the leve
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Andriyani, Devi, and Dona Rivanka. "THE EFFECT OF HUMAN DEVELOPMENT INDEX, COMPARISON RATIO GENDER AND INFLATION ON OPEN UNEMPLOYMENT RATE IN THE CITY OF MEDAN." Journal of Malikussaleh Public Economics 6, no. 1 (2023): 50. http://dx.doi.org/10.29103/jmpe.v6i1.12170.

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This study examined the effect of the Human Development Index, Gender Ratio, and Inflation on the Open Unemployment Rate in Medan City. This study used secondary data obtained from the Central Bureau of Statistics during 2005-2020. The analytical method used was multiple linear regression analysis with the help of E-Views software. The results partially indicated that the Human Development Index (HDI) was negatively and significantly affected the Open Unemployment Rate in Medan City, the Gender Ratio positively and significantly affected the Open Unemployment Rate in Medan City, and Inflation
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Irmatriyanti Irmatriyanti, Windari Windari, Muhammad havis, Asnidar Asnidar, and Ahmad ridha. "pengaruh IPM, Gini Rasio dan Tingkat kemiskinan terhadap TPT di Kabupaten Aceh Singkil." Akuntansi 2, no. 4 (2023): 262–78. http://dx.doi.org/10.55606/akuntansi.v2i4.1281.

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This study aims to determine and analyze the effect of the Human Development Index, Gini ratio, and poverty level on the open unemployment rate in Aceh Singkil Regency. The data used in this study come from secondary sources obtained from the Central Bureau of Statistics from 2014 to 2021. The data analysis method uses multiple linear regression using eviews10 software. The results of the study show that partially HDI has a positive and significant effect on the open unemployment rate in Aceh Singgkil Regency, the Gini ratio partially has a negative and insignificant effect on the open unemplo
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Dissertations / Theses on the topic "Open unemployment rate"

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Figueres, Juan Manuel. "Nonlinear Effects of Macroeconomic Shocks." Doctoral thesis, Università degli studi di Padova, 2016. http://hdl.handle.net/11577/3421777.

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This thesis investigates the nonlinear macroeconomic effects of fiscal and uncertainty shocks. It comprises three contained chapters, each one of them being self-contained. In each chapter, theoretical predictions coming from theoretical models are presented and discussed. Such predictions are then tested using state-of-the-art econometric techniques. The first chapter is titled “News in State-Dependent Fiscal Multipliers: The Role of Confidence”. This study scrutinizes the role of consumer confidence in determining the real effects that unanticipated (news) government spending shocks hav
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SU, YU-SHENG, and 蘇育陞. "Using Open Data and Decision Tree Algorithm to Explore Factors Associated with Unemployment Rate around the World." Thesis, 2019. http://ndltd.ncl.edu.tw/handle/2kn93w.

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碩士<br>國立臺北護理健康大學<br>資訊管理研究所<br>107<br>Unemployment is closely related to national livelihoods, so it is concerned by governments. Without a source of income, unemployed workers would gradually become out of touch with society and unemployment even further causes their mental stress and disease. In addition, unemployment is an economic indicator that governments of all countries value. When a country's unemployment rate is lowered, it helps to increase the country's gross domestic product. Therefore, this study analyzes the factors that may affect the unemployment rate and explores the characte
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Sköld, Emil. "The Relationship Between Unemployment and Oil Price, Oil Price Uncertainty, and Interest Rates in Small Open Economies : A study on Sweden, Norway, Denmark, and Finland." Thesis, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-48556.

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This study examines the relationship between unemployment rates and oil price, oil price uncertainty, and interest rates. This relation is examined by testing for both cointegration and causality between the variables. By employing the Autoregressive Distributed Lag (ARDL) method this study managed to examine the long-run cointegration between unemployment rates oil price, oil price uncertainty, and interest rates. A modification of the ARDL method is the error correction method which was used to find the short-run dynamics and the speed of convergence back to equilibrium after a shock. Fully
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Books on the topic "Open unemployment rate"

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Meyler, Aidan. The non-accelerating inflation rate of unemployment (NAIRU) in a small open economy: The Irish context. Economic Analysis, Research and Publications Department, Central Bank of Ireland, 1999.

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Villegas, Christina G. The Youth Unemployment Crisis. ABC-CLIO, LLC, 2018. http://dx.doi.org/10.5040/9798216040187.

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Surveys the history of youth unemployment and identifies key issues underlying the current crisis. The Youth Unemployment Crisis: A Reference Handbook examines the recent phenomenon in the United States wherein young workers ages 16 to 24 are unemployed or disconnected from the labor force at disproportionate rates. It describes in detail what led to the crisis, who it affects, and what can be and is being done about it. The book opens with a chapter that addresses the nature and scope of the crisis, which is followed by a discussion of the inherent problems, controversies, and possible soluti
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Nattrass, Nicoli, and Jeremy Seekings. Inclusive Dualism. Oxford University Press, 2019. http://dx.doi.org/10.1093/oso/9780198841463.001.0001.

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W. Arthur Lewis, the founding father of development economics, saw developing economies as dualist, that is, characterised by differences in earnings and productivity between and within economic sectors. His famous model of development, in which ‘surplus’ (unemployed and underemployed) labour was drawn out of subsistence activities and into manufacturing, was reflected in the subsequent East Asian development trajectory in which labour was drawn into low-wage, labour-intensive manufacturing, including in clothing production, before shifting into higher-wage work once the supply of surplus labo
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Book chapters on the topic "Open unemployment rate"

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Khayati, Nur, and Eni Setyowati. "Open Unemployment Rate in West Java in 2018 to 2021." In Proceedings of the International Conference on Economics and Business Studies (ICOEBS-22-2). Atlantis Press International BV, 2023. http://dx.doi.org/10.2991/978-94-6463-204-0_54.

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Hoon, Hian Teck, and Edmund S. Phelps. "The Impact of Fiscal and Productivity Shocks on the Natural Rate of Unemployment in a Two-Country World." In Open-Economy Macroeconomics. Palgrave Macmillan UK, 1993. http://dx.doi.org/10.1007/978-1-349-12884-6_5.

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Hoon, Hian Teck, Edmund S. Phelps, and Elise Brezis. "Asset Prices, the Real Exchange Rate, and Unemployment in a Small Open Economy: A Medium-Run Structuralist Perspective." In The Open Economy Macromodel: Past, Present and Future. Springer US, 2002. http://dx.doi.org/10.1007/978-1-4615-1075-8_10.

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Porket, J. L. "Measurement and Rates of Open Unemployment." In Unemployment in Capitalist, Communist and Post-Communist Economies. Palgrave Macmillan UK, 1995. http://dx.doi.org/10.1057/9780230374225_2.

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Putra, Alfiori Arisqi Hanira, and Maulidyah Indira Hasmarini. "Analysis of the Effect of Education, Gross Regional Domestic Product, District Minimum Wage and Population on Open Unemployment Rates in Central Java in 2020–2021." In Proceedings of the International Conference on Economics and Business Studies (ICOEBS-22-2). Atlantis Press International BV, 2023. http://dx.doi.org/10.2991/978-94-6463-204-0_18.

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Muchie, Mammo, Angathevar Baskaran, and Mingfeng Tang. "Introduction: China–Africa Science, Technology, Innovation Collaboration for Their Win–Win Enduring Shared Future Relations." In China-Africa Science, Technology and Innovation Collaboration. Springer Nature Singapore, 2024. http://dx.doi.org/10.1007/978-981-97-4576-0_1.

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AbstractWhat has been truly extraordinary today is that China has gone through the long history of the difficult journey and now finally has attained a development status that has to be recognized and appreciated. Millions of Chinese have now come out of poverty. Unemployment is decreasing and inequality will decrease in the course of time by managing it with appropriate policy. What Africa should learn is how China achieved this status and managed how to deal with and respond to the global economy. The best gift China can give to Africa is to share frankly and honestly how the Chinese managed the difficult journey and achieved such a globally renowned success, especially building science, technology and innovation capabilities. The other important lesson from China is to relate with Africa entirely driven by the principle of mutual benefit. The gains and losses in the relationship must be fully transparent, open, tangible, explicit, measurable and fully known. What China can try to do is assist Africans to engage in an economic and political marathon race to be fully de-colonized now. The assistance that Africa has from China by promoting the win-win mutually beneficial relationship should be a role model and an example. China’s engagement in Africa has attracted a lot of interest around the globe. China is accused of stacking up debt in Africa. There is a need to do serious research to bring out the evidence-based standard yardstick anchored side in the relationship and not rely on media and opinion to distract us to know what we must know. In this context, this book aims to present research studies from across Africa shedding light on various interdisciplinary aspects of China-Africa collaborations in science, technology, and innovation.
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Devine, Theresa J., and Nicholas M. Kiefer. "Search Strategies and Arrival Rates." In Empirical Labor Economics. Oxford University PressNew York, NY, 1991. http://dx.doi.org/10.1093/oso/9780195059366.003.0007.

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Abstract In the early job search models of Mortensen (1970a,b) and McCall {1970), variation in the arrival rate of offers played no role in producing variation in unemployment spell lengths. For a fixed cost, the worker received one draw from a known wage distribution each period. Accordingly, this assumption was adopted in early empirical search studies (e.g., Ehrenberg and Oaxaca, 1976; Kiefer and Neumann, I 979a,b, 1981). With the length of a period left undefined, however, this assumption seems arbitrary when turning to the data. A stochastic offer arrival process seems more appropriate-perhaps with the parameters of the process modeled as functions of worker behavior and labor market opportunities. In earlier chapters, we discussed a few studies that attempt to estimate the parameters of the arrival process in the absence of any direct evidence on the frequency of offers or search strategies. Genera1ly, the findings indicate an important role for the arrival rate in producing variation in unemployment spell durations across workers. The findings of these studies open the question of why arrival rates might vary across workers. That is, they do not indicate whether the arrival rate variation reflects variation in search intensity or strategy or variation in demand.
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Fields, Gary S. "On-the-Job Search in a Labor Market Model: Ex Ante Choices and Ex Post Outcomes." In Employment and Development. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198815501.003.0007.

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This chapter builds a multi-sector labor market model including wage dualism, open unemployment, underemployment, on-the-job search, and expected wage equalization. The innovative feature of this model is the distinction between the ex ante allocation of the labor force among search strategies and the ex post allocation of the labor force among labor market outcomes. Among the findings are: more efficient on-the-job search lowers the equilibrium unemployment rate; in a rational expectations equilibrium, the average rural and urban wages will not be equal; modern sector enlargement may leave labor market conditions in one of the sectors unchanged, even when wages and employment in that sector are fully flexible.
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Nguyen, Son, and Anthony Park. "A Comparison of Machine Learning Algorithms of Big Data for Time Series Forecasting Using Python." In Open Source Software for Statistical Analysis of Big Data. IGI Global, 2020. http://dx.doi.org/10.4018/978-1-7998-2768-9.ch007.

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This chapter compares the performances of multiple Big Data techniques applied for time series forecasting and traditional time series models on three Big Data sets. The traditional time series models, Autoregressive Integrated Moving Average (ARIMA), and exponential smoothing models are used as the baseline models against Big Data analysis methods in the machine learning. These Big Data techniques include regression trees, Support Vector Machines (SVM), Multilayer Perceptrons (MLP), Recurrent Neural Networks (RNN), and long short-term memory neural networks (LSTM). Across three time series data sets used (unemployment rate, bike rentals, and transportation), this study finds that LSTM neural networks performed the best. In conclusion, this study points out that Big Data machine learning algorithms applied in time series can outperform traditional time series models. The computations in this work are done by Python, one of the most popular open-sourced platforms for data science and Big Data analysis.
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Kowalski, Tadeusz. "Macroeconomic implications of the COVID-19 revisited." In Is there any ‘new normal’? Economics of the turmoil. Wydawnictwo Uniwersytetu Ekonomicznego w Poznaniu, 2024. http://dx.doi.org/10.18559/978-83-8211-217-7/2.

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Purpose: The chapter identifies channels of COVID-19’s impact on the economy. The empirical part presents and assesses the consecutive reactions of inflation, industrial production, the unemployment rate, Gross Domestic Product (GDP) growth rate and shifts in GDP expenditure structure on the COVID-driven disturbances and policies designed and implemented. A new research dimension covers the central banks’ monetary policy, long-term bond yields and real effective exchange rates. Design/methodology/approach: A complete standard Keynesian macroeconomic model is used as the conceptual framework of revisited studies on the adverse shocks triggered by the pandemic. In the empirical part, comparative analyses of reactions of the same group of six European countries, namely France, Germany, Italy, Spain, Hungary and Poland and two major large open economies of the USA and Japan are done. Findings: The real shocks transmitted to the demand and supply sides were mostly neutralised; countries protected their levels of employment and consumption. However, the real economy’s restored stability was achieved at a significant cost of inflation, higher public debt and hikes in the cost of debt servicing. Practical implications: The analytical framework and empirical analyses have a potential value as a case study in economic policy design and appraisal. Originality and value: The original empirical analyses extended to the monetary policy domain offer a comprehensive perspective on the real and nominal disturbances and policies implemented to stabilise the economies.
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Conference papers on the topic "Open unemployment rate"

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Rahmat, Basuki, Intan Yuniar Purbasari, Ni Ketut Sari, Widiwurjani, Budi Nugroho, and Helmy Widyantara. "Indonesia’s Open Unemployment Rate Prediction System Using Deep Learning." In 2022 IEEE 8th Information Technology International Seminar (ITIS). IEEE, 2022. http://dx.doi.org/10.1109/itis57155.2022.10010310.

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Permatasari, Erma Oktania, Vita Ratnasari, and Alivia Mutiara Nurfadila. "Panel data regression approach for analysis of the open unemployment rate in Indonesia." In THE 3RD INTERNATIONAL CONFERENCE ON MATHEMATICS AND ITS APPLICATIONS (ICOMATHAPP) 2022: The Latest Trends and Opportunities of Research on Mathematics and Mathematics Education. AIP Publishing, 2024. http://dx.doi.org/10.1063/5.0195839.

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Supandi, Agus, Pudji Astuty, and Wahyu Murti. "The Effect of MSMEs Growth on the Open Unemployment Rate in West Java Province." In Proceedings of the 2nd International Conference on Law, Social Science, Economics, and Education, ICLSSEE 2022, 16 April 2022, Semarang, Indonesia. EAI, 2022. http://dx.doi.org/10.4108/eai.16-4-2022.2320070.

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Wanto, Anjar, Irfan Sudahri Damanik, Indra Gunawan, et al. "Levenberg-Marquardt Algorithm Combined with Bipolar Sigmoid Function to Measure Open Unemployment Rate in Indonesia." In 3rd International Conference of Computer, Environment, Agriculture, Social Science, Health Science, Engineering and Technology. SCITEPRESS - Science and Technology Publications, 2018. http://dx.doi.org/10.5220/0010037200220028.

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Anwar, Fadjriani, and Johan Setiawan. "Unleashing the Power of Time-Series Method: Iluminating Indonesia's Open Unemployment Rate Based on Educational Attainment." In 2023 7th International Conference on New Media Studies (CONMEDIA). IEEE, 2023. http://dx.doi.org/10.1109/conmedia60526.2023.10428661.

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Nufus, Mitha Rabiyatul, I. Nyoman Budiantara, and Vita Ratnasari. "Estimation of Fourier series regression curve on the open unemployment rate data in Indonesia in multivariable nonparametric regression." In INTERNATIONAL CONFERENCE ON ENGINEERING AND COMPUTER SCIENCE (ICECS) 2022: The Use of Innovative Technology in Accelerating Problems Sustainable Development. AIP Publishing, 2024. http://dx.doi.org/10.1063/5.0206177.

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Acaroğlu, Doğaç, and Kenan Terzioğlu. "Inflation and Marginal Costs in Open Economies: The New Keynesian Hybrid Phillips Curve." In International Conference on Eurasian Economies. Eurasian Economists Association, 2021. http://dx.doi.org/10.36880/c13.02566.

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The inclusion of the inflation rate in wage determination affects the behavior of economic actors and also positions the expected inflation as one of the main factors in determining inflation. Changes in currency parities in developing countries, which make their production dependent on imports, affect costs and prices. Moreover, changes in labor market structures resulting from free capital flows affect employment and the inflation phenomenon. This paper analyzes the current inflation, expected inflation, and output gap relations with the fuzzy linear regression method in the context of the T
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Ayere, Mildred. "Blended Learning Approach to Integrating Research Competency in Undergraduate Teacher Education Programme for Mathematics Students at Maseno University." In Tenth Pan-Commonwealth Forum on Open Learning. Commonwealth of Learning, 2022. http://dx.doi.org/10.56059/pcf10.8711.

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Unemployment in Kenya relates closely to under skilling of learners arising specifically from teachers whose research potential has not been well harnessed through the present education system. In any teaching situation, the faculty’s role is to facilitate, guide, and motivate the learning process— training students to be lifelong learners and critical thinkers. Because information in the world is constantly changing, there is need to learn how to evaluate, integrate, and apply information, not simply memorizing accepted facts and theories. It is for these reasons that this study sought show h
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Megbowon, Soji, Esther Ajayi, Adewale Oseni, Iheanacho Metuonu, Amos Fatokun, and Tobiloba Emmanuel. "Promoting the Culture of Innovation and Entrepreneurship within the University Ecosystem through a University-Based Co-Creation Hub." In Tenth Pan-Commonwealth Forum on Open Learning. Commonwealth of Learning, 2022. http://dx.doi.org/10.56059/pcf10.5376.

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Innovation and entrepreneurship are considered one of the most powerful driving forces for economic and social progress in our era. As a result, building a unique entrepreneurial ecosystem and transforming it into an “innovative and Entrepreneurial University” have become goals for many colleges and universities. // Innovation and Entrepreneurship are very important in Universities because they play an important role to increase entrepreneurial graduates of higher education. Global awareness of the importance of the role of entrepreneurship and innovation in the university ecosystem is in line
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Reports on the topic "Open unemployment rate"

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Arora, Sanjana, and Olena Koval. Norway Country Report. University of Stavanger, 2022. http://dx.doi.org/10.31265/usps.232.

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This report is part of a larger cross-country comparative project and constitutes an account and analysis of the measures comprising the Norwegian national response to the COVID-19 pandemic during the year of 2020. This time period is interesting in that mitigation efforts were predominantly of a non-medical nature. Mass vaccinations were in Norway conducted in early 2021. With one of the lowest mortality rates in Europe and relatively lower economic repercussions compared to its Nordic neighbours, the Norwegian case stands unique (OECD, 2021: Eurostat 2021; Statista, 2022). This report presen
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Opportunities in the Innovation Eco-system for Innovators: From Ideation to Business Development. Academy of Science of South Africa (ASSAf) and the Department of Science and Innovation (DSI), 2025. https://doi.org/10.17159/assaf.2025/108.

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South Africa, like many developing countries, faces the challenge of unemployment, particularly among young people (Stats SA, 2024). The youth unemployment rate stands at a concerning 45.5% for individuals aged 15-34, compared to the national average of 32.9% in the first quarter of 2024. In response, the Government of the Republic of South Africa has prioritised inclusive growth and job creation as a key objective for the 2024-2029 Medium-Term Development Plan (MTDP). While various Government Departments within the innovation ecosystem offer programmes and initiatives aimed at innovators, par
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