Program Title : Bachelor of Economics Program

Degree Offered : Bachelor of Economics (B.Econ)

Total Credits Required : 125 count unit

Duration of study : 4 year program

Program Designated Lecturers :

Name-Surname Qualifications
Korrakot Arkadumnuay *
PANTA KOKONG *
PHANNIPHA ANURUKSAKORNKUNE *
SIRITAS KETTANURAK *
SIRIWAN SOMNUK *
Pornpun Ruankong
SASIWOOTH WONGMONTA
Note : *the Lecturers Responsible for the Program

1) หมวดวิชาศึกษาทั่วไป

Course codes : 89510169
Credit : 3(2-2-5)
English for Everyday Communication

Vocabulary, grammar, pronunciation, and communication strategies related to daily life; listening, speaking, reading, and writing skills used for everyday communication; the use of English appropriately in daily life, suitable to language level, social context, and cultural norms; self-directed learning strategies for improving English language skills

Course codes : 89510269
Credit : 3(2-2-5)
English Communication for Workplace

Communicating in English relevant to the workplace and multiculture appropriately in work contexts according to situations, language level, and social norms; self-directed English learning strategies

Course codes : 89510369
Credit : 3(2-2-5)
English for Scientists and Innovators

Basic science and technology vocabulary; scientific communication and report writing; describing processes, tools, and innovations; teamwork and collaboration with international researchers; problem-solving and safety in laboratories; integrating English skills to address scientific challenges and future trends; fostering ethics, responsibility, and confidence in scientific contexts

Course codes : 89510469
Credit : 3(2-2-5)
English for Soft Power Industries

English proficiency for communication in Thailand’s Soft Power and related industries; cultural exchange; hospitality and tourism communication; creative writing and digital content creation; marketing and branding; cross-cultural communication; professional etiquette; presentations and storytelling in English; promoting creativity and enhancing personal attributes for business success in an international context

Course codes : 89510569
Credit : 3(2-2-5)
English for Health Practitioners

Communication; medical vocabulary and terminology; patient interaction and symptom description; interdisciplinary team communication; documentation and reporting; pharmacological communication; lab report understanding; public health campaigns; cultural competence; and sports science counseling

Course codes : 89520169
Credit : 2(1-2-3)
Creativity in Problem Solving

Definitions, principles and importance of creativity in problem solving; brain and creativity in problem solving, types of problems; stages of creativity in problem solving, creative thinking process; obstacles of problem solving; impacts of creativity in problem solving; techniques of creativity in problem solving; measuring creativity in problem solving; applications of creativity in problem solving in various contexts

Course codes : 89520269
Credit : 2(1-2-3)
Smart Digital and Artificial Intelligence Usage Skills

Use of information technology in daily life; searching, gathering, analyzing and evaluating the appropriateness of information; computer network systems, threats and security on the Internet; laws and ethics related to information technology and the Internet; creating digital media; applications and services on the Internet; basic use of artificial intelligence to adapt to changes in society and technology in the 21st century

Course codes : 89520369
Credit : 2(1-2-3)
System Thinking and Problem Solving

Meaning, principles, the importance of systems and system thinking, systems components, system approach to problem solving, analytical thinking, critical thinking, digital tools that support problem analysis, filtering and choosing trustworthy information, information safety and ethics, identifying patterns and relationships in problems, connecting causes and effects, developing diagrams of the system thinking cycle, using digital technology to solve problems, applying systems thinking principles to different fields, and using systems thinking to solve various kinds of problems

Course codes : 89520469
Credit : 2(1-2-3)
Data Analytics for Decision in Digital Era

Introduction to data management, gathering, and analysis; steps and economic tools to analyze and interpret data; data visualization and presentation skills; application of numerical methods assisting economic decision in digital era

Course codes : 89530169
Credit : 2(1-2-3)
Wellness and Personality in Digital Age

Achieving a balance between physical and mental health in the digital living; meal planning and exercise suited to a digital lifestyle; the use of technology and applications for health tracking and assessment; principles of dressing for hybrid setting; personality for digital platforms; communication and appropriate personality expression in a hybrid work environment

Course codes : 89530269
Credit : 2(1-2-3)
Diversity Drives Team Success

Understanding the benefits and challenges of diversity, creating an inclusive and accepting work environment, effective communication within teams and across departments, leveraging diverse perspectives for problem-solving and innovation, building and leading high-performing, agile teams, developing emotional intelligence and managing personal biases, aligning diverse teams towards common goals, promoting a culture of continuous learning and growth, monitoring diversity, equity and inclusion, showcasing success stories and best practices related to diversity, teamwork

Course codes : 89530369
Credit : 2(1-2-3)
Life Plus

Knowledge about good quality of life, the concept of holistic well-being and its application in daily life, self-awareness and building good relationships, principles of life balance, life balance with work, planning and managing life to balance between study, work, and health, skills for balancing life and work, caring for physical and mental health, skills for managing health and creating good health

Course codes : 89530469
Credit : 2(1-2-3)
Healthy Work-Life Balance in the Digital Edge

Creating and maintaining work-life balance in the digital edge, time management through digital tools, improving time management techniques, reducing work-related stress, and developing flexible work habits and positive relationships in the workplace

Course codes : 89530569
Credit : 2(1-2-3)
Wellness Influencer

Principles and concepts of health, digital health literacy, the role of digital media in promoting well-being, the influence of social media trends on public health behaviors, strategies for evaluating and utilizing digital health information, and ethical responsibilities in disseminating health-related information through digital platforms

Course codes : 89530669
Credit : 2(1-2-3)
Living Together in a Diverse Society

Social differences and diversity, the concept of multiculturalism, Thai multiculturalism, new forms of multiculturalism, borderless citizens, groups with various special needs, communication skills in a diverse environment, understanding multiculturalism and its application in the workplace

Course codes : 89530769
Credit : 2(1-2-3)
Food for Health and Life Balance

Fundamentals of nutrition, processed foods, food for non-communicable diseases, functional foods, food and holistic well-being and sustainability, food safety and registration, food innovations for health and life balance

Course codes : 89540169
Credit : 2(1-2-3)
Financial Management and Entrepreneurship for Modern Life

Knowledge and skills in personal financial management and entrepreneurship for modern life, analysis and financial planning, budgeting and saving, investment in various assets, risk management in investments, use of technology in financial management, development of entrepreneurial ideas, creation and planning of new businesses, efficient resource management, market analysis and business opportunity identification, networking and building business relationships, development of financial decision-making skills, evaluation of financial performance, and preparation for future financial stability

Course codes : 89540269
Credit : 2(1-2-3)
Fundamentals of Investment and Risk Management

Basic principles and techniques in investment and financial risk management, development of knowledge about entrepreneurship and resource and capital management, financial situation analysis, investment planning, risk management, decision- making development, and financial project management using digital technology, managing teams and financial resources to creating business opportunities for sustainable growth

Course codes : 89540369
Credit : 2(1-2-3)
Leadership and Team Management for Modern Entrepreneurs

Understanding and skills in managing and leading modern entrepreneurial teams, cultural and social diversity, shared goals in organizations, principles of team management and leadership, effective communication within teams, negotiation techniques, resource and financial management, leading teams through digital transformation, data use and compliance with relevant laws, adapting to societal and technological changes of the 21st century, practical application of knowledge in real contexts, case studies and group projects, project management, and personality development for leaders

Course codes : 89540469
Credit : 2(1-2-3)
Business Finance and Taxation for Modern Entrepreneurs

Principles of business financial and tax planning for modern entrepreneurs; financial report analysis; financial planning; time value of money; investment project analysis; financing structure and cost of capital; principles and methods of tax collection under the revenue code; personal income tax; corporate income tax; value-added tax (VAT); specific business tax; stamp duty

Course codes : 89540569
Credit : 2(1-2-3)
Principles of Economics for Modern Entrepreneurs

Knowledge of demand and supply, elasticity of demand and supply, production and service, cost and profit management, market structures and pricing strategies, macroeconomic indicators, the impact of economic policies on business decisions

Course codes : 89540669
Credit : 2(1-2-3)
Smart Financial Decisions in the Digital Era

Interest calculation, annuity saving, loan payment, price comparison, saving techniques; sufficiency economy, basic investments, financial ethics; financial technologies, budgeting apps, digital payment systems, cryptocurrency, blockchain; real-world financial decision-making, personal finance, entrepreneurial finance

Course codes : 89540769
Credit : 2(1-2-3)
Towards Innovation-driven Entrepreneurship

National economic and social development through innovation and technology, Thailand’s innovation ecosystems, innovation-driven entrepreneurship, customers and sales, value proposition canvas, leadership and team building, intellectual property, business pitching skill training

2.1.1) กลุ่มวิชาคณิตศาสตร์และสถิติ

Course codes : 25717169
Credit : 3(3-0-6)
Mathematics for Economists I

Mathematical concepts in topics: sets, relations, functions, graphs, equations and inequalities, limits, calculus of one variable, single-variable optimization, systems of linear equations, vectors and matrices, calculus of several variables, partial derivatives, total derivatives, optimization of multi-variable functions, and constrained optimization to economic problems

Course codes : 25717269
Credit : 3(3-0-6)
Statistics for Economists I

Basic concepts in statistics, probability, random variables, probability distributions of discrete random variable and continuous random variables, sampling distributions, point and interval estimation, hypothesis testing

Course codes : 25727369
Credit : 3(3-0-6)
Mathematics for Economists II

Systems of equations, linear programing, definite and indefinite integrals, calculations regarding the time value of money, basic knowledge of differential equations, and difference equations, application of mathematical tools to economic problems

Course codes : 25727469
Credit : 3(3-0-6)
Statistics for Economists II

Applications of economic statistics, sampling, sampling distribution, further topics in statistical inference including estimation and hypothesis testing, parametric and non-parametric statistics, analysis of variance, correlation analysis, introduction to regression analysis

Course codes : 25727569
Credit : 3(2-2-5)
Introduction to Data Management

Data and information, data management processes, using information technology and artificial intelligence to manage various data, descriptive statistical analysis, using economic and statistical software to analyze business and economic data, presentation or visualization of business and economic data

Course codes : 25737669
Credit : 3(2-2-5)
Econometrics I

Simple regression analysis, multiple regression analysis, dummy variables with regression analysis, problems with regression analysis; multicollinearity, autocorrelation, heteroscedasticity, simultaneous equations model, binary choice model

Course codes : 25737769
Credit : 3(2-2-5)
Econometrics II

Simultaneous equation Model, problem of simultaneous equation, time-series data analysis, stationary test, long-run equilibrium among variables, error correction mechanism for short-run to long-run equilibrium, economic forecasting using time-series data, software coding using artificial intelligence

2.1.2) กลุ่มวิชาเศรษฐศาสตร์

Course codes : 25711169
Credit : 3(3-0-6)
Microeconomics I

Demand and supply, price mechanism and allocation of resources, introductory theories of consumer behavior, production and cost of production, market structure and price determination of products and factors under perfectly and imperfectly competitive markets

Course codes : 25711269
Credit : 3(3-0-6)
Macroeconomics I

Introduction to macroeconomics, national income, the determination of national income, aggregate demand and aggregate supply, inflation, deflation and unemployment, money and banking, monetary policy, public finance and fiscal policy, international trade, balance of payments and foreign exchange market

Course codes : 25721369
Credit : 3(3-0-6)
Microeconomics II

Theory of consumer behavior, the indifference curve theory, intertemporal consumption, theory of production and cost, price determination of products and factors in different types of market, general equilibrium, introductory welfare economics and market failure are also included

Course codes : 25721469
Credit : 3(3-0-6)
Macroeconomics II

Classical Macroeconomic theory, Keynesian school of macroeconomics, the Monetarist, New Classical approach, adaptive and rational expectation, general equilibrium theory, theory of consumption and investment, money demand and supply theory, closed and open economy

Course codes : 25725169
Credit : 3(3-0-6)
Agricultural Economics

The role of agriculture in economic development, the structure and transformation of the agricultural economic, agricultural production, linear programming in agricultural production planning, agricultural product marketing, business models canvas of agricultural product, agricultural product pricing, agricultural finance, agribusiness, international agricultural trade, Thailand's agricultural development policies, sustainable agriculture

Course codes : 25725269
Credit : 3(3-0-6)
Economic Development

Definition and theories of economic growth and economic development, development indicators, factors affecting the economic development, sustainable development, economic development planning and Thailand’s economic and social development

Course codes : 25733169
Credit : 3(3-0-6)
Economics of Money and Banking

Money and its roles in an economic system under the associated topics; monetary standards, credit provision, the banking system, risk management of bank, the role of central bank, relation between money supply and the economic system, monetary policy achieving economic goals

Course codes : 25734169
Credit : 3(3-0-6)
Industrial Economics

The importance of the industrial sector in the economic system, structure-conduct-performance of the industry, industrial finance, location, government’s policy in industrial sector, industrial development, and industrial situations

Course codes : 25735369
Credit : 3(3-0-6)
Thai Economy

The structure and economic development of Thailand, the economic policy-making process in Thailand, sectoral economic development: agriculture, industry, services and tourism, finance and banking, government sector, Thailand's economy in the global economic and trade context, trends and policies in Thailand's economic development

Course codes : 25736169
Credit : 3(3-0-6)
Public Finance

Government roles and responses, theory of public economics, externalities, public goods, government expenditure, theory of public investment, government revenue and taxation, public debt, impact of fiscal policy, social insurance system

Course codes : 25737869
Credit : 3(3-0-6)
Economics Research Methodology

Methodological concepts, research design, literature review, theoretical framework, data considerations, data analysis, hypothesis testing, application of statistical and econometric tools, report writing, presentation

Course codes : 25738169
Credit : 3(3-0-6)
International Economics

Definitions, importance and scope of international economics, introductory theories of international trade, international trade policies, both free trade and trade restrictions policies, international economic integration, the balance of trade and balance of payments

Course codes : 25744269
Credit : 3(2-2-5)
Project Analysis

Project’s life cycles, project identification, project planning, project structure, analysis of project Impacts, shadow price calculation, project return under uncertainty, project evaluation criteria, social discounted rate

Course codes : 25747969
Credit : 3(2-2-5)
Seminar in Economics

Seminar and research on specific topics in economics under supervision and guidance of the lecturer

2.1.3) กลุ่มวิชาอื่นๆ

Course codes : 25711769
Credit : 3(3-0-6)
Economic Law

General principles of law; general provisions of the civil and commercial code relating to persons, juristic acts, contract laws, and obligations; general principles of establishing business organisation, transaction and specific contracts

Course codes : 25721869
Credit : 3(3-0-6)
Introduction to Financial Accounting

Accounting concepts and processes, preparation of supported documents, journal entries, preparation of trial balance, adjustment of accounting errors, preparation of financial statements for private and public business firms, study accounting management principles of assets, liabilities, shareholders’equity, the use of corporate annual reports

2.2.1) เศรษฐศาสตร์การเงิน

Course codes : 25733269
Credit : 3(3-0-6)
Monetary Theory and Policy

Theory relating to the demand for money of economists from various schools of thoughts, theory of money supply and monetary base, the role of the central bank and commercial banks in monetary variable, the transmission mechanism of monetary policy, monetary policy relating to internal stabilization, inflation and deflation, monetary policy relating to external stabilization and balance of payments

Course codes : 25733369
Credit : 3(3-0-6)
Financial Market and Monetary Institutions

Overview of financial markets and financial institutions, the theory of interest rate, stock market, returns and risks of portfolio investment, fundamental of technical analysis for common stocks, different types of financial instruments, commercial banks, the roles of domestic and foreign financial institutions

Course codes : 25733469
Credit : 3(3-0-6)
Portfolio Investment and Analysis

Asset class, return and risk from securities investment, the analysis of equilibrium price of debt securities and equities, type and structure of capital market, portfolio management, capital allocation, financial models of securities selection, diversification of risks, efficient market hypothesis

Course codes : 25743569
Credit : 3(3-0-6)
Portfolio Investment and Derivative Analysis

Derivative securities, forward contract, futures market, pricing theory of futures, futures for risk coverage, swap contract, option contract and market, strategic investment using derivatives

Course codes : 25743669
Credit : 3(3-0-6)
Quantitative Analysis for Monetary Economics

In-depth attention to the role of mathematical models and methods to be applied to various monetary phenomena, and specifically to analyze monetary variables, monetary policy and its resultants with the novel issues of past and present well-known monetarists

Course codes : 25743769
Credit : 3(2-2-5)
Personal Financial Planning

Importance, scope and planning process of personal finance, preparing the personal financial statements, managing personal income and expenses, cash management, tax planning, risk management and personal security assurance, planning for saving and investment, planning for retirement

Course codes : 25748369
Credit : 3(3-0-6)
International Monetary Economics

International monetary system, definition of foreign exchange rate, theories of foreign exchange rate determination, foreign exchange market, balance of payments, as well as the automatic adjustment mechanisms both the price and income adjustment mechanisms

2.2.2) เศรษฐศาสตร์ธุรกิจ

Course codes : 25736269
Credit : 3(3-0-6)
Taxation

Taxation standards and methodologies in tax practices under current revenue code, income tax, corporate income tax, value added tax, business tax, excise duties, local administration tax collection and others, tax incidence on the distribution of income and the allocation of resources

Course codes : 25739169
Credit : 3(3-0-6)
Managerial Economics

Mathematical preliminaries and optimization theory, demand analysis, demand estimation and forecasting, production and cost analysis, market structure, pricing techniques, investment decisions and risk analysis

Course codes : 25739269
Credit : 3(2-2-5)
Corporate Finance

Definitions and scope of corporate finance, financing and utilizing funds, internal and external sources of funds, long-term and short-term capital, financial management for maximum benefit and survival of the business, factors affecting stability and financial liquidity of the business

Course codes : 25739369
Credit : 3(3-0-6)
Economics of Transportation

Various forms of transportation, demand, supply, pricing, cost and impact of transportation as well as the relationship between transportation and manufacturing, introduction to logistics

Course codes : 25739469
Credit : 3(3-0-6)
Behavioral Economics

Individual decision making, applications of behavioral economics in game theory and market theory, behavioral finance, and applications of behavioral economics in business strategies and government policies

Course codes : 25744469
Credit : 3(3-0-6)
Economics of Labor and Human Resources

Labour economics in theory covering labour supply, labour demand, and labour market equilibrium, human capital theory, wage and productivity, labour mobility, labour union, government and labour markets, and current labour economic issues

Course codes : 25749569
Credit : 3(2-2-5)
Small and Medium Enterprise Management

The roles and importance of small and medium enterprise, business opportunity analysis, planning and management of investments, organization, production, marketing, accounting and finance, risk management business ethics and government policies of small and medium businesses

2.2.3) เศรษฐศาสตร์อื่นๆ

Course codes : 25734769
Credit : 3(3-0-6)
Economics of Tourism

Key economic principles and fundamental concepts that relate to tourism; motivations for travel: demand and supply characteristics; industry market structure and pricing strategies; economic and social impacts; environmental impacts and sustainability; tourism organizations and data; the role of government in tourism

Course codes : 25735469
Credit : 3(3-0-6)
Cultural Economics

Aspects of cultural goods and services, cultural resource management, structures of product and factor of production markets, economic evaluation methods, government policies in cultural conservation, and linkages into national development

Course codes : 25735569
Credit : 3(3-0-6)
Co-operative

The meaning and importance of cooperative, cooperative evolution, cooperative principles and their application, types of cooperatives, Thai cooperative structure, cooperative management and administration, cooperative promotion and factors related to cooperative

Course codes : 25738269
Credit : 3(3-0-6)
ASEAN Economics

Economic systems of ASEAN member countries, similarities and differences of economic resources, economic cooperation, economic policies of member countries, international relation between ASEAN member countries and non-ASEAN member countries

Course codes : 25744369
Credit : 3(3-0-6)
Economics of Environment

Application of microeconomic theory to environmental management, analysis of environmental policy, pollution control policies, environmental valuation methods

Course codes : 25744569
Credit : 3(3-0-6)
Health Economics

Introduction to health economics, economic valuation of life and health, demand for and supply of health services, production function of health, price mechanism of health care market, market failure for health goods, optimal health care insurance contract, economic provision of health care system

Course codes : 25744669
Credit : 3(3-0-6)
Digital Economics

Influences of big data, artificial intelligence, and digital economy on market, the society and organisations, basic theory in digital economics, including: network effects, value creation models, digital business models and market modeling, cryptocurrencies impact with global businesses

Course codes : 25745669
Credit : 3(3-0-6)
Growth Theory

Economic Growth, neoclassical growth, growth trap, exogenous growth, endogenous growth, general equilibrium theory, human capital and externalities, technological change, economic infrastructure, demographic transitions

Course codes : 25745769
Credit : 3(3-0-6)
East Region Economy

Issues in the economy of the eastern region of Thailand, Importance of Eastern Economic Corridor (EEC), sectoral structure of economy and employment, regional economic development, empirical analysis of spatial development topics

2.3) การบูรณาการการเรียนรู้กับการทำงาน

Course codes : 25742169
Credit : 2(1-2-3)
Preparation for Work

Principles, concepts and processes of co-operative education or overseas internships; basic knowledge and techniques in job application and working; communication skills, planning skills, analytical skills, immediate problem solving and decision making skills, cross-cultural communication, team working, personality and manners, emotional and stress management, work ethics and code of professional ethics

2.3.1) กรณีที่นิสิตสามารถออกปฏิบัติสหกิจศึกษาได้ ให้ลงทะเบียนรายวิชาต่อไปนี้

Course codes : 25742269
Credit : 6(0-18-9)
Cooperative and Work Integrated Education

Practicing in a workplace as a temporary full-time employee in a relevant position that suits a student’s field of study and abilities with the approval of the department for integrating theoretical knowledge and practice resulting in student’s gaining of work experience, self-development and readiness for work upon graduation

2.3.2) กรณีที่นิสิตไม่สามารถออกปฏิบัติสหกิจศึกษา ได้ ให้เลือกเรียนรายวิชา ต่อไปนี้ จำนวน 2 รายวิชา

Course codes : 25742369
Credit : 3(1-4-5)
Entrepreneurship in Economic Perspectives

Definition of entrepreneurship, economic theories of entrepreneurship, economic cycles of business project, business planning and practicing, evaluation of total economic value, break-even analysis, evaluation of business profitability, economic indicator of business succession, business impacts on society and environment

Course codes : 25742469
Credit : 3(1-4-5)
Economic Operations in a Fictitious Company

Introduction to company registration, structure of private company, production management, inventory management, quality control of products, revenue and cost planning, break-even analysis, strategic planning, customer service, after-sale service, human resource management

Course codes : 25742569
Credit : 3(1-4-5)
The Role of Economists in Government Agencies

Introduction to bureaucratic system and independent organization, preparation of working in economist position, economists’ career path, role and responsibility of economists, required skilled of economist position, work ethics, efficiency effectiveness and equity, transparency and accountability at workplaces

3) หมวดวิชาเลือกเสรี

Course codes : 25710169
Credit : 2(2-0-4)
Economics of Everyday Life

Concepts and basic principles of economic activities in both micro and macro aspects of economics, concepts of demand and supply, production and costs of production, national income, money and banking, inflation and deflation, public finance, international trade, and the application of economic perception on everyday life in general

Course codes : 25710269
Credit : 3(3-0-6)
Introduction to Economics

Introduction to Economics, basic knowledge of economics, economic system, demand, supply, market equilibrium, Consumer behavior, production, cost of production, pricing and market structure, National income, financial sector and monetary policy , public finance and fiscal policy, international trade and finance, inflation deflation and economic development

Course codes : 25721569
Credit : 3(3-0-6)
Principles of Microeconomics

Price determination by demand and supply, introductory theories of consumer behavior, theory of production, cost of production and producer equilibrium in perfectly and imperfectly competitive markets

Course codes : 25721669
Credit : 3(3-0-6)
Principles of Macroeconomics

Macroeconomics issues: national account, influences of domestic aggregate expenditure, international trade and external factors on national account, output, employment and unemployment, inflation and deflation, economic growth, economic stability and resolution to instability

Course codes : 25730369
Credit : 3(3-0-6)
Economy of Thailand

The structure of the Thai economy, factors influencing economic growth, sectoral economic development; agriculture, industry, finance, banking, tourism, Thailand’s economy in the global context, trends and challenges in the Thai economy

Course codes : 25730469
Credit : 2(2-0-4)
Personal Financial Literacy

Importance, scope and planning process of personal finance, financial literacy, preparing the personal financial statements, managing personal income and expenses, planning for personal saving and cash management, investment planning, tax planning and planning for retirement

Course codes : 25730569
Credit : 3(3-0-6)
International Trade

Definitions, importance and scope of international economics, introductory theories of international trade, general knowledge of international investment, the role of government as policymaker in international trade, international trade policies, both free trade and trade restrictions policies, international economic integration and Intergovernmental trade organization

Course codes : 25730669
Credit : 3(3-0-6)
Introduction to Economics Toolbox

Data preparation and synthesis, preliminary data analysis using econometrics approach, cross-sectional linear regression analysis, logistic regression analysis, economics and business forecasting method, an analysis of input-output table, software implication for analyzing economic and business data