Research Methods
25本必读的人文社科研究方法类参考书

25本必读的人文社科研究方法类参考书【序章】人文社科研究方法是人们对人类社会、文化和言行的科学研究手段与技巧的总称,涵盖了广泛的领域和方法。
作为一个热爱人文社科的人,我们时常希望通过科学的方法来认识和理解人类的各种现象。
然而,要进行一项成功的研究,除了对特定领域的专业知识,还需要掌握一定的研究方法。
在本文中,我将向您介绍25本必读的人文社科研究方法类参考书,希望能为您提供一些有价值的指导和启发。
【一、概述】人文社科研究方法类参考书是研究人文社科领域的重要工具和指南,它们提供了一系列的理论框架、实践技巧和案例分析,帮助我们更好地进行研究。
这些参考书包含了研究设计、数据收集、数据分析等方面的知识,旨在帮助研究人员进行科学、系统和可靠的研究。
接下来,我将对这25本书进行详细介绍和评价。
【二、重要参考书1】1. 《定性研究方法》(Qualitative Research Methods)这本书由Merriam和Tisdell合著,是一本经典的定性研究方法指南。
它介绍了定性研究的基本概念、设计和实施过程,并提供了丰富的案例研究,帮助读者深入理解和运用定性研究方法。
【三、重要参考书2】2. 《量化研究方法》(Quantitative Research Methods)这本书由Creswell和Creswell合著,是一本备受推崇的量化研究方法指南。
它介绍了量化研究的设计、数据收集和数据分析方法,给予读者必要的工具和技巧来完成科学的量化研究。
【四、重要参考书3】3. 《混合研究方法》(Mixed Research Methods)这本书由Creswell和Plano Clark合著,是一本关于混合研究方法的权威指导。
它将定性和量化研究相结合,介绍了如何设计、实施和分析混合研究的方法,为研究者提供了更具弹性的研究选择。
【五、重要参考书4】4. 《案例研究方法》(Case Study Research Methods)这本书由Yin撰写,是一本经典的案例研究方法指南。
Research_Methods_in_Economics

2002.9
Dr. J. Huang
Lingnan (University) College Sun Yat-sen University
Choosing a Topic
若未定题,尝试以下方法:
文献综述
Data Analysis and Issue development
经济学应分为两部分,一部分是规范研 究,即应该是什么。另一部分是实证研 究,即是什么。
– 理论分析(Theoretical/Normative analysis) – 实证分析(Positive analysis / Empirical study) 简单统计分析(Numerical/statistical analysis) 计量模型分析(Econometric analysis) 案例分析(Case study)
何 帆:《如何发表经济学论文》
典型的学术论文结构
论文写作的基本要求
– 结构合理 逻辑联系特别重要 大小标题、分段合适有助于层次区分 – 观点明确 – 表述流畅 – 格式正确、完整 注意使用注释、参考文献
论文写作
一篇论文所代表的研究只能起到承前启后的作用, 除了自己独立创新的那一部分内容外,在论文中不 必也不可能对涉及到的相关问题逐个详细论述,这 时给出有关的参考文献,以说明结论、观点、数据 的来源。读者如想深入了解这个问题就可查阅文 献,这样一来,文献就成了自己论文的补充和完善。 参考文献的选择是严肃的事,它关系到论文的可信 度和作者的声誉,论文的作者对所开列的主要文献 均应认真阅读过,并向读者保证论文中某处引用的 参考文献的确与该处的内容有关,文献发表的刊物、 年代、卷号、标题、页码同样应核实无误。
Research Methods

Two kinds of multiple regressions
Orthogonal (IVs are unrelated to each other) Non-orthogonal (IVs are related to each other)
Orthogonal Regression
Assessing quality of prediction
Scatter diagram to display relationship
Bivariate frequency distribution Cartesian Coordinates
Correlations
Pearson Correlation Coefficient
Cross-product:
Introduction to Inferential Statistics
Estimate values for whole population
State null hypothesis and research hypothesis Decide at which level of significance (α) to reject the null hypothesis (how likely is it that thy chance)
Standard deviation and empirical rule
+/- 1 SD = 68%
Standard scores (z-scores and T-scores)
Mean = 0; SD = 1; Z = (X – MX) / s
Linear Statistical Models
Research Methods I
research methods in second language acquisition

research methods in second languageacquisitionResearch Methods in Second Language AcquisitionSecond language acquisition (SLA) is the process of learning a second language, and it involves complex interactions between various cognitive, social, and linguistic factors. As such, the field of SLA research requires a diverse array of research methods to fully understand this complex phenomenon.One common research method in SLA is the experimental design. In an experimental design, researchers manipulate certain variables to test their effects on language learning. For example, a researcher might compare learners who receive different types of input or engage in different learning activities to determine which approach is most effective. Experimental designs allow researchers to draw causal conclusions about the impact of different factors on language learning.Another popular research method in SLA is the correlational design. In this type of study, researchers investigate the relationship between two or more variables. For instance, researchers might examine the correlation between learners’ age and their proficiency in the target language. Correlational designs allow researchers to determine whether one factor predicts or correlates with another factor related to language learning.Qualitative research methods are also commonly used in SLA research. These methods focus on describing and understanding the phenomenon under investigation in depth rather than testing statistical relationships. Common qualitative methods include interviews, observations, and case studies. For example, interviews can provide insights into learners’ experiences and perspectives, while observations can help researchers understand learners’ natural environments and interactions. Case studies can delve into the unique experiences and trajectories of individual learners.In addition to these traditional research methods, new technologies such as computational modeling and natural language processing have opened up new avenues for SLA research. Computational models can simulate language learning processes and help researchers understand how cognitive mechanisms interact in language acquisition. Natural language processing techniques can analyze large amounts of language data to identify patterns and regularities in language use, which can inform theories of SLA.In summary, research methods in second language acquisition range from traditional experimental and correlational designs to qualitative methods such as interviews, observations, and case studies. The field is also beginning to embrace new technologies like computational modeling and natural language processing to gain insights into the complex phenomenon of second language acquisition.。
研究计划中的研究方法

研究计划中的研究方法Research methods are an essential aspect of any research plan. 研究方法是任何研究计划中必不可少的一部分。
They determine how data will be collected, analyzed, and interpreted. 它们决定了数据将如何被收集、分析和解释。
Choosing the right research methods is crucial to ensure the validity and reliability of the research findings. 选择正确的研究方法对于确保研究结果的有效性和可靠性至关重要。
There are various research methods available, each with its own strengths and limitations. 有各种不同的研究方法可供选择,每种方法都有其优点和局限性。
One commonly used research method is the experimental method. 一个常用的研究方法是实验方法。
This involves conducting controlled experiments to test hypotheses and establish cause-and-effect relationships. 这涉及进行受控实验以测试假设并建立因果关系。
Experimental methods allow for high levels of control and the ability to establish causation, but they may not always be feasible or ethical. 实验方法允许高度控制和建立因果关系的能力,但它们可能并非总是可行或道德的。
What is research methods

The mechanics of research methods
► Involves
specifying a definition ► Involves giving equal weight to all evidence
systematic gathering of evidence
Bringing back in hypotheses
What is research methods?
Reviewing the ads
► What
sorts of methods are used in the advertisements? ► Which of these is the most trustworthy method? ► Why?
► What
did you say for the second description, about Tom W?
Based on the information given, what should you have said?
► He
was either a Humanities or Statistics professor that he’s one or the other ► How might illusory correlation have played a role?
Which is?
► Compare ► If
to critical cut-off likelihood cut-
Which is?
likelihood of getting your data is less than critical cut-off likelihood, decide… cut-
Qualitative Research Methods (Research Method)

– Findings:
• Women shave very differently from men • Women shave more surface area than men but only shave two or three times per week • Women prefer to shave in the shower and under dim lighting • But men shave in front of a mirror • Women prefer razors with a firm grip and those that give a clean, smooth shave
Q u a n tita tiv e R esearch
O b je c tiv e
T o g a in a q u a lita tiv e u n d e rs ta n d in g o f th e u n d e rly in g re a s o n s a n d m o tiv a tio n s
Ch 8
9
II. Phenomenology
• It describes the meaning for several individuals of their lived experiences of a concept or a phenomenon (e.g., preference of luxury brands, pathological gambling, Internet addiction)
5
Ch 8
– Quantitative Research usually comes next
Example: Gillette Supports EquShave
Research Methodology Methods

Research Methodology MethodsResearch methodology methods are an integral part of any research study, as they provide the framework for conducting the research and gathering data. There are various research methodology methods that researchers can choose from, each with its own strengths and weaknesses. In this response, we will explore some of the common research methodology methods, including quantitative, qualitative, and mixed methods, and discuss the advantages and disadvantages of each approach.Quantitative research methodology methods involve the collection and analysis of numerical data. This type of research is often used to measure and quantify phenomena, and it relies on statistical analysis to draw conclusions. One of the main advantages of quantitative research is that it allows for the generalization of findings to a larger population. Additionally, quantitative research methodology methods are often considered to be more objective, as they rely on standardized measures and statistical analysis. However, a potential drawback of quantitative research is that it may overlook the complexity and context of the phenomena being studied, as it focuses primarily on numerical data.On the other hand, qualitative research methodology methods involve the collection and analysis of non-numerical data, such as interviews, observations, and open-ended survey responses. Qualitative research is often used to explore complex phenomena in depth, and it allows for a more holistic understanding of the subject under study. One of the main advantages of qualitative research is its ability to capture the richness and complexity of human experiences, as well as the context in which these experiences occur. However, qualitative research is often criticized for its subjectivity and lack of generalizability, as findings are often specific to the context in which the research was conducted.In recent years, there has been a growing interest in mixed methods research methodology methods, which involve the combination of both quantitative and qualitative approaches. This allows researchers to capitalize on the strengths of both approaches and provide a more comprehensive understanding of the phenomena being studied. Mixed methods research can provide a more complete picture of the research topic, as it allows for the triangulation of data from multiple sources. However, conducting mixed methodsresearch can be time-consuming and resource-intensive, as it requires expertise in both quantitative and qualitative methods.In conclusion, the choice of research methodology methods depends on the research question, the nature of the phenomena being studied, and the resources available to the researcher. Each approach has its own strengths and weaknesses, and researchers should carefully consider which method is most appropriate for their study. By understanding the advantages and disadvantages of different research methodology methods, researchers can make informed decisions about how to best approach their research and contribute to the advancement of knowledge in their field.。
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Table of Content1. Executive Summary………………………………………………………….Page 2-22. Analysis Research Data……………………………………………………..Page3-13 Evaluate the research objectives in relation to the management’s dilemmaEvaluate the research designEvaluate the sampling designPerform appropriate validity test to the questionnaire provide here belowPresent appropriate descriptive statistics for the dataa) When appropriate, use the mean, median, variance, bar chart, pie chart todescribe and interpret the datab) Perform at least an appropriate quadrant analysis and interpret the resultsIdentify at least one dependent variable and the different independent variables of interest of the manager that will impact on it and justify your choice.Identify the business theories behind the research and draw a theoretical diagram that will support your research.Write at least [2] pages of literature review based on the theoretical diagram drawn earlier.3. List of Reference…………………………………………………………….Page14-144. Appendices…………………………………………………………………...Page15-151. Executive SummaryCompany Background: The first UNIQLO store opened its doors in June 1984. We proved the success of the SPA manufacturer retailer model controlling the entire process from product planning, production, distribution and marketing. UNIQLO enjoyed superb growth by providing high quality casual wear at remarkably low prices.Research and Development: At our R&D Centers in Tokyo, New York, we are always collecting and compiling the latest information on different trends around the world, local news, lifestyles and materials. We gather this information from the city streets, from Group subsidiary stores and business clients. We then determine a concept for each season based upon the information gathered. Designs are created simultaneously in each center and garment ranges compiled to suit each individual market.This product development system is helping to create new and exciting value at UNIQLO.Manufacturing: UNIQLO does not focus manufacturing exclusively in China but is expanding bases in other Asian countries as well. However, we implement a strict supervisory system to ensure that product quality is maintained even as we diversify our geographical manufacturing base.Materials:The process of producing goods at UNIQLO starts with material development. The reason why we put so much emphasis on materials is because we believe that the quality of any piece of clothing is determined largely by the material used. Furthermore, it is vital to have a stable arrangement for materials in order to ensure a consistent supply of any product. At UNIQLO, we collect information from our markets and from within the industry. Our R&D, merchandising and materials planning teams all coordinate closely together with our Chinese contract manufacturers on material development and supply.2. Analysis Research DataQ1. Evaluate the research objectives in relation to the management’s dilemmaWe know that we do this research is defined as the systematic and objective process of generating information for aid in marketing business decisions.Through the survey, we could know this is a sampling research. The Uniqlo researchers do this survey between 300 people. Through the sample survey, the company can obtain a more accurate and reliable results.Uniqlo want to know how many people have heard this brand. Compare with H&M and Zara, than Uniqlo will know the problems which they should solve it as soon as quickly.Does a good research will help Uniqlo deal with the problem and make a major decision? So, research will contribute a effective management.When Uniqlo find the problem, just like the question 1, there are 158 people have never heard the Uniqlo, the people who choose the “Yes” are less than the people who choose the “No”. The potential problems are the brand. If people never know your products, you will lose many opportunities.Evaluate the research designEstablish the goals of the project – Uniqlo Brand AwarenessDetermine your sample – The age between Children, youth .5 years to 35 years old.Choose interviewing methodology - Focus groups, individual depth interviews, mail, telephone, in-person or web based surveysCreate your questionnaire - Quality of products, competitor advantages, the average consumption level, and the average consumption frequency of product design.Pre-test the questionnaire, if practical - Monthly consumption in Uniqlo.Conduct interviews and enter data - How much will you spend on Uniqlo product per month?Quantitative research studies are more useful in helping us understand what consumers think or do with regard to the subject of interest. Quantitative studies often take the form of surveys. Surveys are almost always designed to be representative of the population of interest. Some form of random sampling is employed and the data is subjected to statistical analysis. This sounds daunting but it isn't if you are a trained researcher. The chief benefit of survey research is that the findings can be generalized to the population of interest. (MrDave, 2008)Often focus groups are conducted to gain insight into how the target audience thinks and makes decisions about the subject of interest as a prelude to a larger survey. The focus group research is exploratory and helps shape the survey objectives, sampling plan, questionnaire and other important aspects of the study. Survey research is often referred to as confirmatory. This does not mean that the survey research does confirm the findings from the focus groups. It means that the survey is capable of validating the focus group findings. The survey may confirm or disconfirm the findings from the focus groups. (MrDave, 2008)Evaluate the sampling designSample when a research study is designed to include all members of the target population it is called a census.It is rarely advisable to conduct a census because sampling methods enable Uniqlo to lower the costs of the research while maintaining a high degree of validity. This means that the research findings represent the population of interest and can be generalized to the entire population. In addition to being less costly, sampling is often faster.When Uniqlo determining the sampling plan, a key consideration is how the data that they obtain will be used. Uniqlo should carefully consider the costs of making an incorrect management decision. In addition to monetary costs, there could be political or public relations fallout.When the costs of making a mistake are high, a higher degree of confidence is called for and a larger sample is required. Even so, it would be very difficult and often impossible to justify the cost of taking a census.Determining the correct sampling plan can require extensive work. Laypersons may be left to engage in guesswork to make the correct choice.This guesswork, if incorrect, will yield survey results that inaccurately reflect the sentiments of the population, and therefore compromise any conclusions drawn based upon the results.Perform appropriate validity test to the questionnaire provide here belowValidity is the extent to which a test measures what it claims to measure. It is vital for a test to be valid in order for the results to be accurately applied and interpreted. Validity isn’t determined by a single statistic, but by a body of research that demonstrates the relationship between the test and the behavior it is intended to measure. (Cherry, 2009)Through the data that Uniqlo will know the customers what they think about of the store assess ability.Just use sampling research that can help Uniqlo know the gap between his competitors.Present appropriate descriptive statistics for the dataa) When appropriate, use the mean, median, variance, bar chart, pie chart todescribe and interpret the data1. This is the pie chart about question 1(Have you ever heard of Uniqlo?). Analysis: Uniqlo researchers could see that the people who choose “NO” are more than “YES”. Than the will know the problem what they have. Yes, the brand awareness. So, they lack of company and product information. They should advertise their product.2. Analysis: This chart tells Uniqlo researcher how their customers know their brand. Something they do a good job, something they should improve it. Like newspapers and friends’ advice those two options. Uniqlo should focus on this aspect.3. Looking at question 4, 5 and 6. We choose the same options in those 3 questionnaires.4. How you think of Uniqloˇs products?Active SportyDynamic InnovativeMature Ordinary/Simple5. How do you think of H&Mˇs products?Dynamic InnovativeMature CausalSmart ElegantOthers All of the above6. How do you think of Zaraˇs product?Active SportyDynamic InnovativeMature Ordinary/SimpleWe can find “Innovative”, “Dynamic”, “Mature”, those 3 options appeared in everyquestions. Customers will notice that.Analysis Q10: Where will you make shopping for clothing products?This question does not ask people where they buy the Uniqlo product. But researcher can know the most useful and popular is internet. So, Uniqlo manager should focus on the online business. Like TAOBAO, the low cost, high benefit.Analysis Q16: Your sex?Do not forget to ask this easy question. It is easy to answer for your customers and it also tells you much information. How many male will buy your products and how many female will buy? It will tell Uniqlo products designer what style they shoulddesign.b) Perform at least an appropriate quadrant analysis and interpret the resultsAnalysis: Through the data that Uniqlo will know the customers what they think about of the store assess ability. You can look on the quadrant chart.Just use sampling research that can help Uniqlo know the gap between his competitors. The managers will improve it. It will increase customers satisfaction.Identify at least one dependent variable and the different independent variables of interest of the manager that will impact on it and justify your choice.When I read the survey again, I find the information is: price is independent, promotion is independent, service quality is independent, and product quality is independent. When find the best price for the product, and customers will have more power to buy product, the price is too high, potential customers will be scared, and if the price is too low, they would deem that is low-end products. It is impossible the customer want to buy product with low quality, and the high product quality is important to built a brand, and improve the brand loyalty for customers. And the good service will set customer's mind at rest, so they willing to buy our product.So, I identify are price, promotion, service quality and product quality,Identify the business theories behind the research and draw a theoretical diagram that will support your research.As we all know, when we do research we must know that how to design a research and design sampling. The best important aspect is how to make a questionnaire, as Uniqlo researchers need to find correct person in different place. We need to use some methods of sampling choice and then we need to do statistics and analysis data (Analysis the data will help the company managers do a correct decision). And all of this demands the business theories to support. Next I will show some theoretical diagram.According to the research data, the Uniqlo designers will know who like go to buy their products, we could see male are more than female. The age data is also important aspect because it will let designer know how the product’style the customers will like to buy. Monthly consumption will tell Uniqlo sale department give the customers a right price.Write at least [2] pages of literature review based on the theoretical diagram drawn earlier.Theoretical framework is a collection of interrelated concepts, like a theory but not necessarily so well worked-out. A theoretical framework guides your research, determining what things you will measure, and what statistical relationships you will look for.Theoretical frameworks are obviously critical in deductive, theory-testing sorts of studies. In those kinds of studies, the theoretical framework must be very specific and well-thought out.Surprisingly, theoretical frameworks are also important in exploratory studies, where you really don't know much about what is going on, and are trying to learn more. There are two reasons why theoretical frameworks are important here. First, no matter how little you think you know about a topic, and how unbiased you think you are, it is impossible for a human being not to have preconceived notions, even if they are of a very general nature. For example, some people fundamentally believe that people are basically lazy and untrustworthy, and you have keep your wits about you to avoid being conned. These fundamental beliefs about human nature affect how you look things when doing personnel research. In this sense, you are always being guided by a theoretical framework, but you don't know it. Not knowing what your real framework is can be a problem. The framework tends to guide what you notice in an organization, and what you don't notice. In other words, you don't even notice things that don't fit your framework! We can never completely get around this problem, but we can reduce the problem considerably by simply making our implicit framework explicit. Once it is explicit, we can deliberately consider other frameworks, and try to see the organizational situation through different lenses.Cases are objects whose behavior or characteristics we study. Usually, the cases are persons. But they can also be groups, departments, organizations, etc. They can also be more esoteric things like events (e.g., meetings), utterances, pairs of people, etc.Variables are characteristics of cases. They are attributes. Qualities of the cases that we measure or record. For example, if the cases are persons, the variables could be sex, age, height, weight, feeling of empowerment, math ability, etc. Variables are called what they are because it is assumed that the cases will vary in their scores on these attributes. For example, if the variable is age, we obviously recognize that people can be different ages. Of course, sometimes, for a given sample of people, there might not be any variation on some attribute. For example, the variable 'number of children' might be zero for all members of this class. It's still a variable, though, because in principle it could have variation.In any particular study, variables can play different roles. Two key roles are independent variables and dependent variables. Usually there is only one dependent variable, and it is the outcome variable, the one you are trying to predict. Variation in the dependent variable is what you are trying to explain. For example, if we do a study to determine why some people are more satisfied in their jobs than others, job satisfaction is the dependent variable.The independent variables, also known as the predictor or explanatory variables, are the factors that you think explain variation in the dependent variable. In other words, these are the causes. For example, you may think that people are more satisfied with their jobs if they are given a lot of freedom to do what they want, and if they are well-paid. So 'job freedom' and 'salary' are the independent variables, and 'job satisfaction' is the dependent variable.3. List of Reference1. William G. Zikmund..(2006).Example of a theory. China Machine Press. Chart 3 P26-P28From: http//2. William G. Zikmund..(2006).Quadrant analysis.China Machine Press. Chart 13 P198-P199From: http//3. Mr. Dave. (2008).How to start a Tour Company. American. 3-14From:/how-to-start-a-tour-company.htm4. Appendices1. Data Tables and Survey。