Through the lens of industries: The Impacts of the 1997 Asian Financial Crisis and the 2008 Global F

Java Python Through the lens of industries: The Impacts of the 1997 Asian Financial Crisis and the 2008 Global Financial Crisis on Thailand

Purpose of the paper

This research paper is going to do the comparative study of the impacts of Thai industries within the two most globally effective financial crises: the Asian Financial Crisis in 1997 and the 2008 Global Financial Crisis.

Research Questions

The hypothesis addressed in the paper is that Thailand’s progressive government regulations stimulated by the Asian financial crisis, have played a beneficial role in helping this country recover from the global financial crisis occurred later. To analyze the credibility of this hypothesis, the paper is going to focus on two main questions: (1) What are the differences in the adverse and positive impacts of the two financial crises on major industries (agriculture, manufacturing, service) of Thailand?; and (2) What are the differences of transmission mechanisms between these two financial crises (解释是哪种transmission mechanism)? Has this transmission mechanism evolved?

Importance of this study

There have been many in-depth published studies and analyses on the impacts of Thailand on the Asian financial crisis or the global financial crisis, but there is a gap of comparing them. Haughton and Khandker’s (2013) study analyze the effects of the 2008 great recession from the of microeconomic perspective by actual data analysis, manifesting that among various social groups in Thailand, most people, including low-income households and non-urban residents, are not threatened with a reduction in real expenditure, and even have a positive effect.

This finding is dramatically opposite with the severe economic deterioration of Thailand experienced in 1997, inspiring my study to analyze if there was a connection between Thailand’s government regulations improved by the Asian financial crisis and the benign influences caused by the 2008 global crisis. Since comparing Thailand's performance in the two crises with the impact on the country's economy leaves room for debate in this area. Therefore, doing comparative research is helpful for providing a more general contexts of crises, enabling policymakers to grasp more development patterns of industries, guiding the long-term development and structural adjustment of industries in Thailand and various countries around the world may get implications.

Methodology

This study would start with a brief discussion about the background and progress of the two financial crises through document analysis and literature reviews, reveal their influences on Thailand afterwards (讨论the third-generation model of crisis与两个crises的相关性, 再结合relative key terms). In the second part of the paper, it is going to theoretically analyze the transmission mechanisms and channels of financial crises in industries. To achieve this purpose, this study will then conduct empirical analysis, including the application of the vector autoregressive (VAR) model to verify the transmission channels of financial crises on major industries (Chudik & Fratzscher, 2011), and further analyze whether the two financial crises have a significant impact on major industries. Since the VAR model has shown a good performance in measuring Thailand’s economic growth led by exports in large time span (Romyen et al., 2019), this model would be helpful for capturing the impacts of the two crises on Thailand and making a more intuitive horizontal comparison. Meanwhile, the study would apply the data collection techniques from the Thai official survey to achieve quantitative credibility and reliability, using survey data provided by the World Bank/Bank of Thailand/IMF (哪个好做图用哪个; looking at real GDP per capita, % of employment and unemployment in three industries, well-being of people in these industries). In the third section, the study would discuss if Thailand applied the lessons learned from the Asian Crisis and response better to the 2008 global crisis.

References

Chudik, A., & Fratzscher, M. (2011). Identifying the global transmission of the 2007–2009 financial crisis in a GVAR model. European Economic Review, 55(3), 325-339.

Edey, M. (2009). The global financial crisis and its effects. Economic Papers: A journal of applied economics and policy, 28(3), 186-195. https://ideas.repec.org/a/eee/eecrev/v55y2011i3p325-339.html

Haughton, J., & Khandker, S. R. (2013). The surprising effects of the Great Recession: losers and winners in Thailand in 2008–09. World Development, 56, 77–92. https://doi.org/10.1016/j.worlddev.2013.10.018

Romyen, A., Liu, J., & Sriboonchitta, S. (2019). Export–Output Growth Nexus Using Threshold VAR and VEC Models: Empirical Evidence from Thailand. Economies, 7(2), 60. https://doi.org/10         

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在无线通信领域,天线阵列设计对于信号传播方向和覆盖范围的优化至关重要。本题要求设计一个广播电台的天线布局,形成特定的水平面波瓣图,即在东北方向实现最大辐射强度,在正东到正北的90°范围内辐射衰减最小且无零点;而在其余270°范围内允许出现零点,且正西和西南方向必须为零。为此,设计了一个由4个铅垂铁塔组成的阵列,各铁塔上的电流幅度相等,相位关系可自由调整,几何布置和间距不受限制。设计过程如下: 第一步:构建初级波瓣图 选取南北方向上的两个点源,间距为0.2λ(λ为电磁波波长),形成一个端射阵。通过调整相位差,使正南方向的辐射为零,计算得到初始相位差δ=252°。为了满足西南方向零辐射的要求,整体相位再偏移45°,得到初级波瓣图的表达式为E1=cos(36°cos(φ+45°)+126°)。 第二步:构建次级波瓣图 再选取一个点源位于正北方向,另一个点源位于西南方向,间距为0.4λ。调整相位差使西南方向的辐射为零,计算得到相位差δ=280°。同样整体偏移45°,得到次级波瓣图的表达式为E2=cos(72°cos(φ+45°)+140°)。 最终组合: 将初级波瓣图E1和次级波瓣图E2相乘,得到总阵的波瓣图E=E1×E2=cos(36°cos(φ+45°)+126°)×cos(72°cos(φ+45°)+140°)。通过编程实现计算并绘制波瓣图,可以看到三个阶段的波瓣图分别对应初级波瓣、次级波瓣和总波瓣,最终得到满足广播电台需求的总波瓣图。实验代码使用MATLAB编写,利用polar函数在极坐标下绘制波瓣图,并通过subplot分块显示不同阶段的波瓣图。这种设计方法体现了天线阵列设计的基本原理,即通过调整天线间的相对位置和相位关系,控制电磁波的辐射方向和强度,以满足特定的覆盖需求。这种设计在雷达、卫星通信和移动通信基站等无线通信系统中得到了广泛应用。
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