國立中山大學 111學年度第1學期 課程教學大綱

National Sun Yat-sen University 111Academic year1st Semester Course syllabus

中文名稱
Course name(Chinese)

政治學數量資料分析

課號
Course Code

IPS706

英文名稱
Course name(English)

POLITICAL SCIENCE QUANTITATIVE DATA ANALYSIS

課程類別
Type of the course

講授類

必選修
Required/Selected

選修

系所
Dept./faculty

政治學研究所博士班

授課教師
Instructor

張晉赫    

學分
Credit

3

因應嚴重特殊傳染性肺炎(武漢肺炎),倘若後續需實施遠距授課,授課方式調整如下:Since COVID-19, if distance learning is necessary, the teaching methods would adjust as follows:

         同步遠距【透過網路直播技術,同時進行線上教學,得採Microsoft Teams、Adobe connect等軟體進行】
同步遠距含錄影【透過網路直播技術,同時進行線上教學並同時錄影,課程內容可擇日再重播,得採Microsoft Teams、Adobe connect等軟體進行】
非同步遠距【課堂錄影或錄製數位教材放置網路供學生可非同時進行線上學習,得採EverCam、PPT簡報錄影、錄音方式進行】
實作類課程,經評估無法採遠距課程教學,後續復課後密集補課

★遠距教學軟體操作說明連結

因應嚴重特殊傳染性肺炎(武漢肺炎),倘若後續需實施遠距授課,評分方式調整如下:Since COVID-19, if distance learning is necessary, the evaluation would adjust as follows:

        
1.Classroom participation20%
2.Home work20%
3.Mid-term assignment30%
4.Final assignment30%

課程大綱 Course syllabus

         This course introduces students to statistical techniques and their application to problems in the social sciences. It teaches how to (1) read and understand an empirical research paper, (2) implement appropriate models with relevant data in computer code, (3) interpret the results, and most importantly (4) explain the results to someone unfamiliar with quantitative background.

課程目標 Objectives

         This course introduces students to statistical techniques and their application to problems in the social sciences. It teaches how to (1) read and understand an empirical research paper, (2) implement appropriate models with relevant data in computer code, (3) interpret the results, and most importantly (4) explain the results to someone unfamiliar with quantitative background.


授課方式 Teaching methods

         Lecture, lab tutorial, and presentation


評分方式﹝評分標準及比例﹞Evaluation (Criteria and ratio)等第制單科成績對照表 letter grading reference

        
1.Classroom participation20%
2.Homework20%
3.Mid-term assignment30%
4.Final assignment30%

參考書/教科書/閱讀文獻 Reference book/ textbook/ documents
〔請遵守智慧財產權觀念,不可非法影印。教師所提供之教材供學生本人自修學習使用,不得散播及做為商業用途〕
No copies for intellectual property rights. Textbooks provided by the instructor used only for self-study, can not broadcast or commercial use

        
序號作者書名出版社出版年出版地ISBN#
No.AutherTitlePublisherYear of
publish
Publisher
place
ISBN#
1Bailey, Michael AReal stats : using econometrics for political science and public policyOxford University Press2021
2Kellstedt, Paul M. and Guy D. WhittenThe Fundamentals of Political Science ResearchCambridge University Press2018

每週課程內容及預計進度 Weekly scheduled progress

        
週次日期授課內容及主題
WeekDateContent and topic
12022/09/04~2022/09/10Introduction
22022/09/11~2022/09/17Descriptive statistics
32022/09/18~2022/09/24Data visualization
42022/09/25~2022/10/01Ordinary least squares
52022/10/02~2022/10/08Multivariate linear regression
62022/10/09~2022/10/15Dummy variable
72022/10/16~2022/10/22Interaction
82022/10/23~2022/10/29Mid-term
92022/10/30~2022/11/05Model specification
102022/11/06~2022/11/12Binary dependent variable
112022/11/13~2022/11/19Cross-sectional data
122022/11/20~2022/11/26Panel data
132022/11/27~2022/12/03Causality
142022/12/04~2022/12/10Instrument variable
152022/12/11~2022/12/17Discovery and Prediction
162022/12/18~2022/12/24Final
172022/12/25~2022/12/31Self-study (1)
182023/01/01~2023/01/07Self-study (2)

課業討論時間 Office hours

         時段1 Time period 1:
時間 Time:星期一1-3PM
地點 Office/Laboratory:SS4015-2
時段2 Time period 2:
時間 Time:星期二1-3PM
地點 Office/Laboratory:SS4015-2

系所學生專業能力/全校學生基本素養與核心能力 basic disciplines and core capabilitics of the dcpartment and the university

        
系所學生專業能力/全校學生基本素養與核心能力
basic disciplines and core capabilities of the department and the university
課堂活動與評量方式
Class activities and evaluation
本課程欲培養之能力與素養 This course enables students to achieve.紙筆考試或測驗 Test.課堂討論︵含個案討論︶ Group discussion (case analysis).個人書面報告、作業、作品、實驗 Indivisual paper report/ assignment/ work or experiment.群組書面報告、作業、作品、實驗 Group paper report/ assignment/ work or experiment.個人口頭報告 Indivisual oral presentation.群組口頭報告 Group oral presentation.課程規劃之校外參訪及實習 Off-campus visit and intership.證照/檢定 License.參與課程規劃之校內外活動及競賽 Participate in off-campus/ on-campus activities and competitions.
課外閱讀 Outside reading.
※系所學生專業能力 Basic disciplines and core capabilities of the department
1.回顧與批判政治學相關議題與研究方法 1. To understand basic topics and research methodology in political science.VV V       
2.回顧與批判政治學主要領域的核心概念 2. To review and criticize core concepts in major fields of political science           
3.理論或方法的創新 3. Theoretical or methodological innovation.VV V       
4.面對知識霸權的批判能力 4. The ability to challenge and reflect on theories when facing hegemonic knowledge.            
5.獨立自主的研究能力 5. The ability to conduct researches independently.           
6.參與研究計畫的能力 6. The ability to participate in research projects.           
7.解決實務問題的能力 7. The ability to identify and deal with practical problems.           
8.跨文化交流的能力 8. The ability of cross-cultural interaction.           
9.申請國內外進修 9. Apply for domestic and foreign advanced studies.           
10.參與國際計劃或會議 10. Participate in international projects and meetings.           
11.投稿外文期刊 11. Publication of foreign journals.            
※全校學生基本素養與核心能力 Basic disciplines and core capabilities of the university
1.表達與溝通能力。 1. Articulation and communication skillsVV V       
2.探究與批判思考能力。 2. Inquisitive and critical thinking abilities           
3.終身學習能力。 3. Lifelong learning           
4.倫理與社會責任。 4. Ethnics and social responsibility           
5.美感品味。 5. Aesthetic appreciation           
6.創造力。 6. Creativity           
7.全球視野。 7. Global perspective           
8.合作與領導能力。 8. Team work and leadership           
9.山海胸襟與自然情懷。 9. Broad-mindedness and the embrace of nature            

本課程與SDGs相關項目:The course relates to SDGs items:

        
SDG1-消除貧窮(No Poverty)
SDG2-消除飢餓 (Zero Hunger)
SDG3-良好健康與福祉(Good Health and Well-being)
SDG4-教育品質(Quality Education)
SDG5-性別平等(Gender Equality)
SDG6-乾淨水源與公共衛生(Clean Water and Sanitation)
SDG7-可負擔乾淨能源(Affordable and Clean Energy)
SDG8-優質工作與經濟成長(Decent Work and Economic Growth)
SDG9-工業、創新和基礎建設(Industry,Innovation and Infrastructure)
SDG10-減少不平等(Reduced Inequalities)
SDG11-永續城市(Sustainable Cities and Communities)
SDG12-責任消費與生產(Responsible Consumption and Production)
SDG13-氣候行動(Climate Action)
SDG14-海洋生態(Life Below Water)
SDG15-陸域生態(Life on Land)
SDG16-和平、正義和穩健的制度(Peace,Justice And Strong Institutions)
SDG17-促進目標實現的全球夥伴關係(Partnership for the Goals)
本課程和SDGS無關

本課程校外實習資訊: This course is relevant to internship:

         本課程包含校外實習(本選項僅供統計使用,無校外實習者,得免勾記)
The course includes internship.(For statistical use only. If the course without internship, please ignore this item.)

實習定義:規劃具有學分或時數之必修或選修課程,且安排學生進行實務與理論課程實習,於實習終了取得考核證明繳回學校後,始得獲得學分;或滿足畢業條件者。(一般校內實習請勿勾選此欄位)

Internship: The required or elective courses should include credits and learning hours. Students should participate in the corporative company or institution to practice and learn the real skills. An internship certification must be handed in at the end of internship to get the credits or to fulfil the graduation requirements.

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