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Students have an almost insurmountable task in understanding statistics in the psychological sciences and applying them to a research study. This textbook tackles this source of stress by guiding students through the research process, start to finish, from writing a proposal and performing the study, to analysing the results and creating a report and presentation. This truly practical textbook explains psychology research methods in a conversational style, with additional material of interest placed in focus boxes alongside, so that students don't lose their way through the steps. Every step is detailed visually with processes paralleled in both SPSS and R, allowing instructors and students to learn both statistical packages or to bridge from one to the other. Students perform hands-on statistical exercises using real data, and both qualitative and mixed-methods research are covered. They learn effective ways to present information visually, and about free tools to collect and analyse data.
In order to examine our three questions, we need objective research methods. Estimating whether a treatment can work, does work, and has value requires a wide range of research strategies. Evidence establishing that a treatment works under controlled conditions does not necessarily assure benefits when the intervention is applied in clinical practice. This chapter considers the development of a research protocol, and biases that might be attributable to participant recruitment, enrollment, retention, and dissemination of findings. In practice, establishing the value of a treatment should consider an examination of the existing literature, development of thorough research plans, recognition of the strengths and weaknesses of the chosen research methods, and integration of study results within a wider body of knowledge. We challenge beliefs in a hierarchy of methods that assumes some methods, such as the RCT, are free from bias.
A common challenge in studying Italian parliamentary discourse is the lack of accessible, machine-readable, and systematized parliamentary data. To address this, this article introduces the ItaParlCorpus dataset, a new, annotated, machine-readable collection of Italian parliamentary plenary speeches for the Camera dei Deputati, the lower house of Parliament, spanning from 1948 to 2022. This dataset encompasses 470 million words and 2.4 million speeches delivered by 5830 unique speakers representing 77 different political parties. The files are designed for easy processing and analysis using widely-used programming languages, and they include metadata such as speaker identification and party affiliation. This opens up opportunities for in-depth analyses on a variety of topics related to parliamentary behavior, elite rhetoric, and the salience of political themes, exploring how these vary across party families and over time.
This paper uses observations collected “on the ground” inside North Korea to argue that everyday life matters when researching North Korea and that one method of carrying out such research is to travel there as a tourist.
This chapter outlines future research directions to advance understanding of sexual minority and gender diverse (SMGD) individuals and their relationships by advocating for the examination of cultural and legal contexts that shape SMGD experiences across nations. Additionally, this chapter argues that future research should address minority stress processes and resilience factors, with attention to couple-level outcomes and mechanisms connecting stigma to health and incorporate intersectionality to elucidate how multiple marginalized identities interact. Methodological considerations for future research are also presented. Lastly, this chapter discusses translational priorities including community outreach, tailored interventions and programs, legal advocacy utilizing research evidence, educational initiatives, and technology-enabled solutions tailored for SMGD individuals. This chapter concludes with an integrated perspective on open questions, methods, and real-world applications to guide the next phase of research and practice aimed at promoting justice and well-being for SMGD individuals globally.
In a brief discussion of our key primary sources, we outline the necessary limits of our own investigation into an enormous and understudied archive, suggest ways in which the structure of the archive shaped our analysis and offer reflections that we hope will inspire future scholars to launch inquiries of their own.
Microgeographic units of analysis have moved to the center of criminological inquiry. This Element brings together leading crime-and-place scholars to identify promising areas for future study. Section 1 introduces the Element and the importance of focusing on the future of studies of crime and place. Section 2 examines the development of hot-spots policing and the importance of focusing on its impact on communities. It also looks at how 'pracademics' can advance the science and practice of place-based policing. Section 3 focuses on place managers as prevention agents and examines how city government can influence crime at place. It further contends that rural communities need to become a key focus of crime-and-place scholarship. Section 4 emphasizes the importance of the connection of health, crime, and place. It also argues for the importance of expanding the methodological tools of crime and place to include careful ethnographic and qualitative research.
This introduction to discourse analysis provides students with an accessible, yet comprehensive, overview of the subject and all the skills and knowledge needed to become capable discourse analysts. Through practical coverage and advice, this book introduces discourse analysis as a set of analytical tools and perspectives that can be applied to an assignment, project, or thesis. Across seven chapters the book is divided according to practical themes and topics allowing students to establish a deeper understanding of discourse analysis. Students will be taught how to identify and categorise established theories and methodologies, including conversation analysis, critical discourse analysis and more. Through figures, examples, chapter summaries, and over thirty learning activities, this volume teaches students the foundational skills to approach the analytical process with more confidence and background knowledge, suitable for undergraduate and graduate students studying discourse analysis.
The investigation of singular practices and actions is the bedrock of Conversation Analysis (CA), yet it is not the only approach that CA research can take. This chapter poses a series of analytic questions designed to guide the analyst’s attention towards a complementary mode of analysis, one which takes as its object of study not a singular practice but rather a system of practices, alternative solutions to a recurrent problem of social organization. While this approach has been employed to greatest effect in research on generic organizations of interaction, the analytic techniques are themselves generic and applicable across domains of action. Rather than select a practice or action and ask what forms it can take or what environments it can inhabit, conversation analysts can instead select a problem, an exigency of social interaction, and ask how participants solve it. Alternative practices and actions naturally cluster around the organizational problems to which they serve as possible solutions, and it is this endogenous organization that CA research aims to document. The chapter sketches out and illustrates a range of analytic techniques that conversation analysts have employed in past research and can employ again to discover and investigate organizations of practice.
While the preceding chapters of the Handbook have focused on practical skills in CA research methods, this chapter looks towards the path ahead. A diverse group of conversation analysts were asked to outline possible projects, point readers toward un- or under-described interactional phenomena, and discuss persistent issues in the field. The contributions address future advances in data collection, specific interactional practices, the complex interplay between language and the body, and cross-cultural and crosslinguistic comparisons, among other issues. The chapter concludes with a concise reiteration of the bedrock principle that underpins all CA research methods.
Until recently, statistical consultants did not have to worry about being replaced by artificial intelligence. There was no statistical analogue to ‘Dr Google’ before ChatGPT arrived on the scene. Although ChatGPT (most of the time) adequately responds to basic queries such as the assumptions of different statistical tests or summarises relevant manuals on statistical software providing clear instructions with point-and-click software such as SPSS, there are many important aspects of statistical consulting that ChatGPT does not cover. This tutorial article is about these aspects: a summary of what statistical consulting is, its purpose and possible settings during the empirical research cycle, the role and responsibilities of the consultant and the client, how to ensure a good consulting experience, how to prepare for a consulting session, typical questions and more. The article was written for researchers who are considering contacting a statistician for the first time and aims to facilitate a good and fruitful consulting experience for all parties involved.
Taking a simplified approach to statistics, this textbook teaches students the skills required to conduct and understand quantitative research. It provides basic mathematical instruction without compromising on analytical rigor, covering the essentials of research design; descriptive statistics; data visualization; and statistical tests including t-tests, chi-squares, ANOVAs, Wilcoxon tests, OLS regression, and logistic regression. Step-by-step instructions with screenshots are used to help students master the use of the freely accessible software R Commander. Ancillary resources include a solutions manual and figure files for instructors, and datasets and further guidance on using STATA and SPSS for students. Packed with examples and drawing on real-world data, this is an invaluable textbook for both undergraduate and graduate students in public administration and political science.
Whatever their private religious convictions, nearly all contemporary psychologists of religion – when they act in professional roles – agree to operate in accordance with scientific rules. Recognition of the imperfections of individual methodologies has led to an emphasis on testing theories and verifying “facts” in multiple studies. Most of this chapter explores the pros and cons associated with various research methods, including experimentation, observation, and survey research. Although the logic of experimentation is undeniable and psychologists in various subfields frequently deem it the method of choice, many questions that we most want to answer in the psychology of religion cannot be addressed through experiments that are feasible, ethical, and convincing. Thus, the psychology of religion has always relied heavily on quantitative and qualitative survey research studies. Good surveys must strive to avoid biases rooted in question wording, question order, mode of data collection, social desirability, attitude-behavior discrepancies, and the tendency to overreport religious behavior. Fortunately, many existing measures of religious attitudes and behaviors have good psychometric qualities.
This Element outlines current issues in the study of speech acts. It starts with a brief outline of four waves of speech act theory, that is, the philosophical, the experimental, the corpus-based and the discursive approaches. It looks at some of the early experimental and corpus-based methods and discusses their more recent developments as a background to the most important trends in current speech act research. Discursive approaches shift the focus from single utterances to interaction and interactional sequences. Multimodal approaches show that the notion of 'speech act' needs to be extended in order to cover the multimodality of communicative acts. And diachronic approaches focus on the historicity of speech acts. The final section discusses some open issues and potential further developments of speech act research.
Though there has been a marked increase in research driven by posthumanist theory and inspired by the common worlds research approach, practical approaches to conducting this type of research have not been well documented and shared within the literature. This article explores the process of navigating the planning and conducting of research that aims to think with more-than-human worlds. Three research methods that were applied in a study involving young children in a forest school program are described: (1) non-participant observation, (2) observing the park through “sit spots,” and (3) the use of wearable cameras to film a different perspective. I explore each of these as a way to guide other researchers grappling with the tensions and challenges of conducting posthumanist research. Any combination of these methods could be considered within research that aims to disrupt the dominant anthropocentric lens in early childhood education for sustainability and beyond.
Instructed second language acquisition (ISLA) is one of the fastest growing areas of applied linguistics. With this tremendous potential comes great responsibility for robust, ethical, and transparent research methods that are responsive to and tailored for the ISLA domain. This article highlights unique characteristics of ISLA research, provides a current landscape of methodological trends within ISLA, and makes specific recommendations for research methods in future ISLA studies. I begin by briefly operationalizing ISLA and articulating some of the main research questions and overarching goals within ISLA, as well as the nature and ultimate aims of ISLA research. Next, the most unique methodological challenges for ISLA research are reviewed, including the use of intact classes and heterogeneous small participant pools, cross-sectional studies, using one’s own students for research, and individual differences. This is followed by a discussion of several current trends in ISLA research methods, including examining the process of learning/development, conducting practice-based research, expanding our conceptualization of instructional contexts, replication studies, especially with bi/multilingual learners in diverse contexts, refining our methods with an eye for ethics and justice, equity, diversity, and inclusion, and conducting open, transparent research that has potential for real-world impact and which dialogues with multiple stakeholders at all stages. I conclude by highlighting that, as ISLA continues as an independent research domain, the development and implementation of strong research methods tailored for ISLA is critical for research integrity and to make the greatest strides in understanding language acquisition processes and effective pedagogical interventions in diverse instructional contexts.
Dyads can be challenging to recruit for research studies, but detailed reporting on strategies employed to recruit adult–adolescent dyads is rare. We describe experiences recruiting adult–youth dyads for a hypertension education intervention comparing recruitment in an emergency department (ED) setting with a school-based community setting. We found more success in recruiting dyads through a school-based model that started with adolescent youth (19 dyads in 7 weeks with < 1 hour recruitment) compared to an ED-based model that started with adults (2 dyads in 17 weeks with 350 hours of recruitment). These findings can benefit future adult–youth dyad recruitment for research studies.
Little in mainstream society indicates that when we choose it, solitude can be wonderful, even transformative. Instead, the focus on loneliness in modern life can make us think that solitude is a disease requiring treatment, and maybe cured by avoiding solo moments altogether. Until recently, science has supported those assumptions because decades of prevailing research have focused on humans as “social animals” and the fact that fulfilling relationships are integral to well-being. By comparison, scientists have spent very little time and resources on understanding the role of solitude, and the power of positive solitude in particular, in shaping our lives. That’s why we three researchers with very different backgrounds formed our Solitude Lab and have spent several years researching what time alone means to different people around the world. In Solitude, we share those insights from thousands of people from all walks of life who helped us to redefine and reframe time alone as a chosen place, a zone of truth, sincerity, independence, and intimacy where we can best connect with our values, interests, and emotions.
Positionality statements have increasingly become the norm in many strands of social science research, including applied linguistics. With reference to current research, theory, and the author’s own work, this paper reviews some of the promises and perils of such statements, including their performativity and lack of reflexivity. The author concludes by arguing that positionality statements need to offer both more and less, to be better targeted, and be more effectively and widely utilized within the field of applied linguistics.
High-quality replication studies are widely understood to be critical to the growth and credibility of our discipline, as shown in commentaries and discussion since the 1970s, at least. Nevertheless, misunderstandings and limitations in the aims, designs, and reporting of replication research remain, thus reducing the usefulness and impact of replications. To address this issue and improve the rigor, quality, and conduct of replication studies in applied linguistics, a new standard for reporting replication studies that captures several critical features of replication research not discussed in current reporting guidelines is proposed. Importantly, this standard applies basic expectations in replication reporting so that outcomes can be better understood and evaluated. By applying this standard, replication studies will better meet their aims to confirm, consolidate, and advance knowledge and understanding within applied linguistics and second language research. In addition, readers will more easily understand how the replication study was carried out and be able to better evaluate the claims being made.