Core Course Synthesis Flashcards

1
Q

Lochmiller and Lester (2017)

Qualitative Research Features

A

Qualitative research involves the following:

  • Definition: Qual focuses on the human experience in social settings and seeks to make sense of social practices
  • Researcher as instrument, more subjective
  • It focuses on behaviors in relation to an environment.
  • It’s inductive, meaning it goes from specific to general
  • It uses diverse data sources.
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2
Q

Miller and Murillo (2011)

A

The authors conducted a qualitative ethnographic study to better understand why students don’t seek help from libraries and to understand who they do seek help from.

METHODS: Semi-structured ethnographic interviews. Used photo artifacts.

PARTICIPANTS: 91 undergraduates of various majors at 3 midwestern universities

FINDINGS: The authors found that participants did not seek librarians help, and participants did not understand how librarians could help them. Ss preferred using professors, peers, and public libraries due to habit formation and proximity.

IMPLICATIONS: Library use should be integrated into school curricula. Schools should use peer mentors to reduce library anxiety and increase accessibility.

ARTIFACT USE: researchers showed participants pictures of their libraries. Participants could not explain what a circulation desk is or a reference desk

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3
Q

Horwitz et al (1986)

A

The authors conducted seminal research on second language anxiety.

Definition: They define language anxiety as a specific type of situational anxiety involving a complex of beliefs, emotions, and behaviors related to classroom language learning.

Causes: Language anxiety occurs because students realize they will have difficulty communicating. This can challenge their self-perception as a competent individual. The inability to represent themselves authentically results in anxiety. Due to the likelihood of failure, learners avoid taking risks and they avoid situations that require them to communicate.

Three components: Communication apprehension, test anxiety, Fear of evaluation.

PILOT STUDY: Sequential exploratory design. Focus group of 78 students who claimed to experience fear of speaking in Spanish. Created a survey and piloted it with 75 students. High reliability and construct validity.

RESULTS: 1/3 or more of students expressed high anxiety on most items.

CONCLUSION: Language anxiety is a common problem.

IMPLICATIONS: Teach students how to cope and make the classroom less stressful.

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4
Q

Schwabe and Wolfe (2009)

A

The authors conducted a RCT to examine the effect of stress on word learning and memory recall. They found that participants in a stress condition during vocabulary learning recalled 30% less than control participants during recall tasks.

PARTICIPANTS: 48 adult men and women in Germany

METHODS: A RCT. Treatment group participants learned 32 words while hand was submerged in ice cold water. They also were videotaped and watched by a stern researcher. Control group participants learned the words with hand submerged in warm water and without video or a researcher present. The words were positive, negative, neutral, and contextual. Participants took a test of the words 24 hours after exposure.

INSTRUMENTS: Subjective stress rating, blood pressure, salivary cortisol

ANALYSIS: ANOVA with effect sizes

RESULTS: Treatment group participants performed significantly poorer on both free recall and recognition tests of the words. The word category did not interact with stress. Both groups recalled contextualized words more.

CONCLUSIONS: Stress likely interferes with the memory encoding process in the hippocampus. Stress also interferes with attention that limits the ability of the PFC to focus on the relevant stimuli.

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5
Q

Gee (2008)

A
  • Academic English is a unique specialized register (vocab, grammar, rhetoric)
  • Gee (2008): AE is a school discourse, must be learned in social setting
  • AE must be learned in a social setting because social settings provide the necessary affordances for learning.
  • Affordances=language, technology, other people
  • Ss don’t have OTL if don’t perceive or know how to use affordances
  • peers can act as affordances for understanding the perspective their writing communicates
  • Example: hedging minimizes your confidence while boosting maximizes it
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6
Q

L and L

Qualitative Data Analysis

A

Steps in analysis:

  • Condensed transcription
  • Apply codes (in vivo, descriptive, process)
  • Create and define categories
  • Create themes (broad statements about data that help answer RQs)
  • Continue until data is saturated (point when no new understanding occurs)
  • Create an audit trail (visualization of analytical decisions)

Validity

  • Deals with the truth value of conclusions
  • Trustworthiness: The degree to which the researcher’s data collection, analysis and findings are verifiable.
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7
Q

Krishnan (2009)

A

The author critically examines recent arguments in favor of promoting interdisciplinarity, and he finds some barriers to this movement.

  • The author examines interdisciplinarity from the lenses of philosophy, sociology, anthropology, history, management and education.
  • The author argues that a primary role of disciplines is to create coherence for theories, concepts, methods, and what counts as knowledge. We will continue to need disciplines to serve these functions.
  • Policing: disciplines involve policing speech, thought, and behaviors
  • PHILOSOPHY: The philosophical perspective involves some who view knowledge as socially constructed to serve group interests.
  • Each discipline has it’s own language games with rules for how language should be used. Peer review is a good example of disciplines monitoring how language is used, and what counts as knowledge.
  • POP: Students need to learn the “language games” of their academic discipline. They also need to learn the cultural practices of the academic discipline. Teachers need to provide sufficient economic value to paying students.
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8
Q

Sibinga et al. (2014)

A

The authors conducted a RCT to determine whether a MBSR intervention was an effective treatment for trauma induced stress in urban adolescents.

METHOD: Mixed methods RCT that used an active control group

PARTICIPANTS: 130 African American patients in Baltimore 13-21 years old.

PROCEDURE: Treatment group participants participated in a nine-week MBSR intervention. The control group participated in a Healthy Topics course about healthy lifestyle choices.

INSTRUMENTS: Surveys to measure anxiety and other psychological factors. A convenience sample of 30 participants for individual semi-structured interviews.

FINDINGS:

QUANT: The authors used descriptive statistics to describe the percent of completers and their demographics. When using regression analysis to control for baseline differences, the researchers did not find a significant treatment effect

QUAL: The interview data, however, revealed that participants viewed the treatment as helpful for reducing stress. They reported improvement in their ability to self-regulate their emotions. They also reported using the techniques in their lives to reduce stress and deescalate conflicts.

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9
Q

L and L

QUAL Methodologies

A

Triangulation: participants, data, researcher, theory

Grounded theory: Constructing a theory that is grounded in the data. Look at the data first then construct a theory from the data. Data and analysis are simultaneous.

Phenomenology:

  • Focuses on identifying how a phenomenon is universally experienced.
  • Focuses on identifying the essence of the experience
  • in-depth interviews and developing themes

Ethnography:

  • The study of cultural patterns and everyday practices and perspectives in natural settings.
  • Emic/etic perspectives
  • Use a variety of sources
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10
Q

Dusenbury (2003)

A

The author’s define fidelity of implementation as the extent to which program service providers implement the program design as intended by the developers.

Five components of fidelity: Adherence, dose, quality of delivery, participant responsiveness, program differentiation

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11
Q

Johnston et al. (2018)

A

GOAL:The goal of the study was to evaluate the effectiveness of an intervention to increase knowledge, awareness, and strategy use for decreasing bullying

DESIGN: MM Convergent design with pre-post of surveys and post interviews

PARTICIPANTS: A stratified random sample of 200 high school students

MEASURES: surveys for awareness, knowledge, and confidence for dealing with bullying

ANALYSIS: ANOVA, t-test, descriptives

FINDINGS: The authors found significant increase in knowledge and use of anti-bullying strategies (ANOVA, T-test), they found which strategies Ss used more and less. QUAL: corroborated quant findings

DEPTH: The lowest frequency was for reporting bullying to teachers. The qual interviews revealed that Ss didn’t trust teachers to improve the problem.

NEW INSIGHTS: identified the unintended consequence of tension with peers when using strategies

IMPLICATIONS: Counselors should use the program, need an anonymous reporting mechanism

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12
Q

Schwabe and Wolfe (2009)

A

The authors conducted a RCT to examine the effect of stress on word learning and memory recall. They found that participants in a stress condition during vocabulary learning recalled 30% less than control participants during recall tasks.

PARTICIPANTS: 48 adult men and women in Germany

METHODS: A RCT. Treatment group participants learned 32 words while hand was submerged in ice cold water. They also were videotaped and watched by a stern researcher. Control group participants learned the words with hand submerged in warm water and without video or a researcher present. The words were positive, negative, neutral, and contextual. Participants took a test of the words 24 hours after exposure.

INSTRUMENTS: Subjective stress rating, blood pressure, salivary cortisol

ANALYSIS: ANOVA with effect sizes RESULTS: Treatment group participants performed significantly poorer on both free recall and recognition tests of the words. The word category did not interact with stress. Both groups recalled contextualized words more.

CONCLUSIONS: Stress likely interferes with the memory encoding process in the hippocampus. Stress also interferes with attention that limits the ability of the PFC to focus on the relevant stimuli.

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13
Q

Hardiman (2012)

A

The author argues that setting the emotional climate is the most important aspect of teaching. Goal: Set a positive emotional climate and help students make an emotional connection to learning.

Brain Science: The Amygdala is responsible for the brain’s stress response. It is directly connected to the hippocampus which processes memory.Environmental stimuli reach the amygdala quicker than the cortex, which processes higher order thinking. Chronic stress can damage the hippocampus, and it can interfere with working memory.

Recommendtions:

  1. Praise student effort instead of intelligence.
  2. Create predictable class rituals (peer review activities)
  3. Offer students choices (students can choose readings for their text responses). This increases motivation and emotional connection to content.
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14
Q

Schmidt and Frota (1986)

A

The authors conducted a single case case study to help better understand factors that contributed to effective second language acquisition.

In the study, the lead author kept a daily journal about his experiences studying Portuguese in Brazil, both in school and informally with friends. The authors also recorded 4 hour-long conversations in Portuguese each month. The authors concluded that instruction and exposure to target forms in the input was not sufficient for learning the forms.

Evidence: the learner encountered some forms many times but never learned them, and he was taught certain forms that he never learned. For example, the recordings show that he was exposed to a way of answering questions many times, but he never learned it. However, when he was taught something and then commented on noticing it in his journal he succeeded in learning it.

Conclusion: Learners must encounter language forms in the input but they must also consciously notice the forms and corrections in order to learn. Learners must notice the gap between their production and the native-like production. Fossilization: Learners may continue to use incorrect forms because they never noticed them as errors so they became automatized through habit. Difficult to extinguish.

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15
Q

Mezirow (1997)

A

Transformative learning theory. The author argues that adult learning is different from child learning because adults have extensive prior knowledge which contributes to Frames of Reference. In order to learn new content and ways of thinking, adult learners need to critically assess their Frames of Reference and adjust them to fit new knowledge.

FRAME of REFERENCE: A coherent body of thinking that structures our assumptions about the world. This is built from our caregivers and culture. The frame of reference consists of HABITS of MIND and POINTS of VIEW

HABITS of MIND are habitual ways of thinking about the world (e.g. perfectionism). These are more durable and less accessible.

POINTS of VIEW are the specific application of a habit of mind to a specific situation. (e.g. I should only write a sentence if I am certain that it is grammatically accurate).

Changing FOR: In order to transform a FOR we need to have new experiences that challenge our underlying assumptions. When we have a new experience that conflicts with our assumptions, we experience cognitive dissonance. This provokes critical reflection of assumptions. Critical dialogues can be a good way to provoke new experiences.

EDUCATORS: 1. Teachers need to help students identify their assumptions and analyze them. 2. Teachers need to support critical dialogues that can facilitate critical reflection of assumptions.

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16
Q

Shadish, Cook, and Campbell (2002) VALIDITY

A

VALIDITY is a quality of inferences. It refers to the truth of inferences drawn from evidence. Does the evidence support the conclusions.

VALIDITY THREATS=Other causes that could have produced the effect in the absence of the IV. STATISTICAL CONCLUSION VALIDITY: Refers to the extent to which you can infer that the IV and DV covary with each other. Threats: low power (recruit more Ss, use Qual); unreliable implementation (monitor fidelity)

INTERNAL VALIDITY: The researcher’s ability to infer a causal relationship between the IV and DV and exclude other possible causes.

INTERNAL VALIDITY THREATS: Maturation (placement test); History (focused questions); Attrition (quality instruction)

PLAUSABILITY: Can’t control all threats so focus on plausible ones

CONTENT VALIDITY: measuring what you say you are measuring (use expert research)

CONSTRUCT VALIDITY: Involves making inferences about higher order constructs based on the particular sample in the study. Use validated instruments that differentiate from similar constructs; use multiple measures (e.g. qual and quant)

EXTERNAL VALIDITY: The extent to which inferences can extend to other contexts. Provide detailed description so others can make inferences for their context.

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17
Q

Rice (2017) Anthropology definition

A

The author presents an introduction to the anthropological perspective on education.

CULTURE=the entire set of behaviors, values, and beliefs of a society. These are all learned.

GOAL: The goal of anthropologists is to achieve as close to an insider’s perspective on the culture as possible. This involves an Emic vs. Etic perspective.

FORMAL/INFORMAL: Anthropologists study both formal and informal learning.

TOPICS: The social reproduction of inequality in schools, the hidden curriculum.

KEY FIGURES: Bordieu (Cultural and Social Capital); Lareau (2011) The role of language in reproduction of inequality.

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18
Q

Johnson and Onwuegbuzie (2004)

A

The authors argue against the paradigm wars and the incompatibility thesis.

They claim that both quantitative and qualitative methods are useful. Neither is inherently better.

Research Questions: A researcher should always pick a method that is best suited to answer their research question.

Pragmatism: mixed methods research is based in a philosophy of pragmatism. Pragmatism udges the truth value of a belief based on the empirical and practical consequences.

MM definition: Mixed methods research involves combining both qualitative and quantitative research methods into one study. The goal is to draw on the complimentary strengths and non-overlapping weaknesses of each. Data interpretation should be integrated at some point.

Seven steps in MM research:

  1. Write research questions
  2. Define the research purpose
  3. Create the research design
  4. Collect data
  5. Analyze data
  6. interpret data
  7. Validate data
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19
Q

Lester (2005)

A

A framework is a way of organizing ideas so they can be developed further.

Two Puropses:

  1. To help design research studies (RQs and constructs)
  2. To help interpret data

Theoretical Framework: A guide to research activities that is based on a prior well-established theory that provides a coherent explanation of a phenomenon. In a study you can support, extend, or modify a theory- Limitation: people may want to force data to fit the theory

Conceptual Framework: A collection of ideas and their relationships that helps provide a justification for what you want to research. Can include a bricolage of past ideas Locke=Used observation as primary form of evidence

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20
Q

Shadish, Cook, and Campbell (2002) Experimentation

A

Experiments and Causal Inferences:

Experimentation: Experimentation involves direct manipulation of a phenomenon. The goal of an experiment is to approximate the counterfactual in order to test a causal chain and identify whether certain variables lead to expected effects.

Counterfactual: What would have happened to participants in the treatment group if they simultaneously did not receive the treatment.

Quasi-experimentation: Like true experiments they attempt to test hypothesis about manipulable variables but they don’t involve randomization so they have less compelling support for counter factuals.

CAUSES: The authors argue that causes are often complex, and it is not easy to isolate a single cause. Experimentation involves efforts to control the dependent variable and possible confounding factors.

Molar and Molecular: Researchers aim to be able to attribute causes to the molar and molecular causes. There is no 1:1 relationship between experiments and reality.

Window on Nature: Experiments do not offer a perfect window on nature. As a result, all experiments involve trust and ambiguity.

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21
Q

Long (1996) The Interaction Hypothesis

A

The author argues that comprehensible input alone is insufficient for language acquisition. For example, immersion studies showed deficits in productive skills.

Adult language learners require selective attention to relevant aspects of the language in order to acquire forms to a native-like level.

Negotiation for meaning is the primary means through which attention is focused on language forms. NFM occurs when there is a communication break-down and speakers must cooperate to repair the breakdown.

Positive and negative evidence play a role in language acquisition. Positive evidence shows what is possible, and negative evidence helps focus on forms and repair errors. Negotiation for Meaning, especially interactional adjustments, facilitates SLA by focusing learners’ attention on forms they need to acquire.

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22
Q

Pedersen (2000)

A

Pedersen argues for an inclusive definition of multiculturalism.

DEFINITION: Pedersen defines culture as the “rules of the game” that we learn as children. It is easy to assume that our culture is best. Using self-reference criteria to judge other cultures is the primary enemy of multiculturalism.

Adaptation: Pedersen argues that due to the increasing multicultural nature of the U.S., we need to learn how to adapt to interacting with other cultures.

9 rules: He provides nine rules for multiculturalism to help people adapt. Two of these rules are particularly relevant for the issue of teaching academic English.

  1. Cultural similarities and differences are both important. Multiculturalism involves a paradox in which we have to look at how we are the same and different at the same time. Both are necessary for understanding the cultural context. This relates to teaching students academic English because the culture of the academic community and the students’ home communities are both equally valid.
  2. Culture is complex and dynamic. Individuals can hold aspects of multiple cultural perspectives that may conflict or change. It is not necessary to resolve this conflict. This relates to teaching academic English because we are not asking students to give up their home culture. We are asking to incorporate the new academic culture into their cultural repertoire.
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23
Q

Immordino-Yang &; Damasio (2007)

A

The authors discuss the concept of Emotional Thought, which refers to the interdependent relationship between cognition and emotion. Emotion and cognition affect each other in a feedback loop.The authors argue that emotion is essential for helping people behave in socially and culturally appropriate ways. Perception of people’s emotional responses and learning from this response is how people internalize the unspoken rules of their cultures.

SOCIAL SURVIVAL:Emotional Thought helps us pay attention to emotional rewards and punishments needed for social survival.Emotional Rudder: The authors argue that cognition is supported by an emotional rudder, which involves tagging memories with emotions (positive & negative) so they can respond appropriately in similar future situations.

EVIDENCE: Patients with damage to the ventromedial prefrontal cortex can reason effectively in lab settings but they be have in anti-social ways in the real world. This is due to damage to their emotional rudders.

CONCLUSION: Emotions affect many of the most important cognitive processes in education, such as learning, attention, and memory. Educators need to incorporate emotional learning to ensure that learning transfers to the real world.

24
Q

Francis (2009)

A
  • Sociology examines education’s relationship to society and how societies transmit the knowledge and values they deem important.
  • The sociological perspective is focused on identifying broad social patterns in society
  • Quantitative survey methods can be useful for identifying these broad patterns.
  • It has examined the school’s role in reproducing social inequality
  • It has historically focused on critiquing systems of inequality, but it needs to rebalance and also include remedies.
25
Q

Booth et al. (2015)

A

The authors used an improvement sciences approach to identify and test an intervention to improve performance in Algebra I for minority middle school students.The authors selected Algebra I because it is a gatekeeper course for college prep math courses.The researchers collaborated with administrators and teacher. The goal involved finding a low-cost solution that would not require changing the curriculum.

PLAN: The researchers identified a high leverage problem, and used research to identify Algebra by Example as a promising treatment. They also empathized with students buy focusing on common misconceptions.

DO: The researchers co-developed 24 assignments that would target common misconceptions. They tested these assignments in a pilot study in three classes.

STUDY: They studied the QUANT results. Treatment students had higher posttest scores and minority students benefited the most. QUAL: In focus groups with teachers, they learned that the worked examples should cover a single unit and they should have a higher dose of assignments on key misconceptions. They revised based on the feedback.

ACT: The researchers scaled up the intervention. They conducted a RCT in 28 classes over a school year. They measured conceptual/procedural knowledge, motivation, and standardized math test scores.

FINDINGS: *Treatment group had higher conceptual knowledge posttest.*Positive correlation between the frequency that the teacher reviewed the assignments and students procedural knowledge.*Treatment had sig. higher posttest standardized Algebra scores. (7% higher for all, 10% higher for minorities)

26
Q

L and L

Qual and Quant Data Collection

A

Popultation=similar characteristics

Sample=a portion of the population in the study

Sampling:

  • Random vs non-random

Interviews and Focus Groups

  • Keep the purpose in mind
  • open-ended questions
  • FG are good if kids are intimidated, not good for sensitive topics
  • Semi-structured interview protocol elicits in-depth understanding of phenomenon

Observation protocol

  • Focuses observation on certain types of interactions,
  • Participant/non-participant

Surveys

  • Develop using literature
  • Use existing survey or model on existing

Extant Data

  • National center for educational statistics
27
Q

Leviton and Lipsey (2007)

A

The author argues that effective program evaluation requires establishing an understanding of the “black box” of the treatment effect.

CAUSAL CHAIN: We need to use a Theory of Treatment to help explain the causal chain that allows the treatment to produce the desired effect.

GOAL: the goal of the theory of treatment is to enable the researcher to claim that the treatment produced the effect and rule out rival confounding factors

PARTS of TOT:

  1. Specific problem definition
  2. Critical inputs and interrelationships
  3. The causal mechanism of the treatment
  4. The expected output, including the magnitude of effect
28
Q

Bronfenbrenner and Morris (2006)

A

The authors argue that child development involves a dynamic, bi-directional interaction between the person and the environment over time. These interactions occur in a nested system that involves five different kinds of environmental systems: Microsystem, mesosystem, exosystem, macrosystem, and chronosystem.

The author’s theoretical framework states that development occurs through iterative interaction among: Proximal process, person, context, and time (PPCT)

PROXIMAL PROCESS: The reciprocal interactions the person has with others. These interactions need to be regular and ongoing over time. The primary cause of development.

PERSONAL CHARACTERISTICS: People can have personal traits and behaviors that either generate or disrupt the necessary conditions for development. Personal characteristics include, Dispositions (positive/negative), Demand (invite or discourage an environmental response), and Resources (knowledge/skill).

CONTEXT: Aspects of the environment, including the five nested EST systems, can influence development.

TIME: Development occurs over time. Learning must occur repeatedly in increasingly complex ways. Micro (episodes), Meso (collections of episodes), Macro (social expectations).

Example: Proximal processes can moderate the effect of the environment on development. B and M cite a study that examined the correlation b/w child birth weights and later problem behavior. Environmental conditions like SES and parent nurturing affected problem behaviors. Higher weight and SES were protective. Increased nurturing reduced problem behavior across all groups.

B and M conclude that proximal processes are most powerful method for moderating the negative effects of environments.

POP: Aspects of the person, time, and context will affect proximal processes for learners. Learner dispositions and emotions will affect their willingness to seek challenges and learn from peers. Learners will use knowledge resources of the group. Each of the ecological systems are involved in language learning, especially time (Gass & Selinker).

29
Q

Lareau (2011)

A

Systemic inequality: The author argues that there is systemic economic and social inequality in the U.S. which affects how children are raised and educated. The author conducted an longitudinal ethnographic study of 6 families. 3 working class and 3 middle class.

Cultural Repertoires: Lower class and Middle class children are raised with different social structures, or patterns of culture-based behaviors, and these differences account for different educational outcomes. Concerted Cultivation: Middle class children are raised in a system of Concerted Cultivation. This involves practicing verbal reasoning, structured leisure time, negotiation, and interacting as equals with adults. Schools also reward concerted cultivation.

Natural Growth: Lower class children are raised in systems of Natural Growth. This system involves much less structure, and children are given more independence. Children use simple language to respond to directives, leisure is unstructured, and children are subordinate. Language use: Verbal reasoning and negotiation Vs. short, simple sentences and directives.

30
Q

The Coleman Report (1966)

A

This was a nationwide study that was mandated by congress. The goal was to document ways that unequal funding for blacks and whites was potentially contributing to unequal achievement.

METHODS: The researchers used survey methods to measure student achievement and variables related to teachers, students and schools. They used multiple regression analysis.

PARTICIPANTS: Coleman conducted a nationwide study of 4,000 schools across the U.S. There were 600,000 student and 60,000 teacher participants.

FINDINGS: Contrary to expectations, Coleman did not find that funding explained differences in achievement. The factors that correlated positively with achievement were family educational level, and the diversity of students in a school (SES, family expectations). Teacher verbal scores and students sense of control over the future also correlated to achievement.

IMPLICATIONS: Broad sociological studies can help confirm or invalidate assumptions. Quantitative studies can help mitigate biases.

POP: I will use quantitative survey data to serve as a check on assumptions that the intervention will help reduce writing anxiety.

31
Q

Brown, Roediger, and McDaniel (2014)

A

The authors argue that anxiety can interfere with the learning process.

  1. Fear of making mistakes can produce anxiety. Many educations systems wrongly penalize making errors, making students anxious about making mistakes and taking risks.
  2. Fear of making errors causes students to worry and excessively monitor their progress. This can limit their working memory capacity for learning and performance.
  3. When students learn that making mistakes is part of learning, they persist longer and seek challenges that are useful for development

POP Connection: Peer review is a form of elaboration; making errors is a form of generation

32
Q

Guba (1981)

A

Establishing the trustworthiness of naturalistic research is different from rationalistic research.

Naturalistic research assumes:

  • that multiple realities exist, and the goal of the naturalistic researcher is to accurately represent those realities.
  • The researcher is the instrument in naturalistic paradigm, and research occurs in naturalistic settings.
  • You should use base the decision to use QUANT or QUAL on the nature of the problem.
33
Q

L and L

Quantitative Research

A

Quantitative research features:

  • Uses numerical data to identify trends
  • Measures single objective reality
  • Focuses on minimizing bias and measurement error
  • Involves generalizability
  • Uses deductive resaoning

Experimental research:

  • Seeks to manipulate an IV and controll for extraneous variables to identify effect on DV. Seeks to identify causal relationship

Non-experimental research:

  • Does not attempt to manipulate an independent variable. It examines conditions that exist independent of researcher actions.
  • Types: Descriptive, predictive, correlational
  • Causal-comparative design (examines the difference between two groups on some outcome variable, like charter vs. public school achievement)
  • Correlational design (examines the strength and direction of a relationship, like SES and college attendance)
34
Q

L & L

Quantitative Data Analysis

A

Levels of Measurement:

Categorical: Binary, nominal

Continuous: Ordinal, interval, ratio

Descriptive Statistics:

Range=difference between high and low

Variance=The amount of spread among scores

Standard Deviation=Square root of variance; how spread out the data is.

Normal distribution: data is clustered around the mean

Skew: data is higher or lower than the mean

Significance=the level of risk you are willing to accept that your results are due to chance.

Type I and Type II errors

Validity: the degree to which inferences are accurate

Content: measures what it intends to measure

Construct: congruence between the idea and the specific measurement of the idea

Criterion: the score reflects some performance indicator.

35
Q

L and L

Mixed Methods Research and Analysis

A

Mixed Methods Features:

  • MM is well suited to address complex and ambiguous problems
  • It’s rooted in pragmatism: use whatever methods help answer the RQs
  • It’s driven by the RQs
  • It requires alignment among: Purpose, RQs, frameworks, and methods

MM Designs:

Convergent Parallel (aims for a coherent narrative)

Exploratory sequential

Explanatory sequential

Embedded design (each strand is equal)

Multiphase (separate studies, for evaluation)

Transformative Design (issues of oppression, change practices)

Fixed Vs Emergent Design

36
Q

Swain and Lapkin (1998)

A

Swain and Lapkin used a SCT perspective to analyze how peers use language as a meditational tool for their language development.

PURPOSE: To examine whether collaborative problem-solving revels participants mental processes.

TASK: Pairs of students worked together to use images to write a collaborative text narrative using target language forms. Prior to the task participants had a mini grammar lesson on French reflexive verbs and watched students in a video model negotiation.

Participants: The study focused on two grade 8 French immersion students, Kim and Rick. Kim was more advanced than Rick. Data was collected for 12 pairs, or 24 students.

Design: The study design involved a pre-test post test of students knowledge of target French vocabulary and grammar. It also included discourse analyses of participants conversations during the tasks. The researchers also measured the number of LREs that participants used

Language Related Episodes: Instances when participants focus on the language that they are using.

Findings:

  • There was a strong positive correlation between time on task and LREs
  • There was a strong positive correlation between the number of LREs and post-test scores.

Kim and Rick’s LREs involved hypothesis testing, rule application, and extending knowledge.

Rick showed evidence of learning vocabulary and grammar that he got incorrect on the pre-test but got correct on the post-test. He practiced this with Kim during the task (reve-matin Vs Reveille-Matin).

37
Q

Creswell and Miller (2000)

A

The authors explain that it can be confusing for researchers to understand how to establish the validity of Qualitative Studies. They created a framework to help Qual researchers decide which validity strategies will be best suited to their research lens and paradigm.

Validity Definition: The authors define qualitative validity as how accurately a study represents participant realities and is credible to participants.

Research Lens: The research lens is the researcher’s viewpoint for establishing the validity of their study (Researcher, participant, person who is external to study)

Research Paradigm: The worldview of the researcher (postpositive, constructivist, critical)

The validity strategy for the Participant perspective and constructivist paradigm is prolonged engagement. This strategy enables you to gain trust with participants and capture their multiple perspectives.

38
Q

Milner (2007)

A

The author argues that failure to consider the role that race and culture play in educational research can lead to dangers that are seen, unseen, and unforeseen in research. These dangers can harm minority participants. He developed a framework to help researchers reflect about their positionality so they can avoid these dangers.

Key danger: When the white perspective is accepted as the norm. Using color-blind or culture-blind perspectives can silence minority voices.

The Framework:

Researching the self:

The researcher needs to engage in ongoing self reflection about how his race and culture might influence his research. This can bring into the conscience hidden dangers.

Researching the self in relation to others:

The researcher needs to reflect on his relation to his participants. The researcher needs to balnace his own interests and the interests of the participants.

Engaged reflection and representation:

The researcher needs to represent the participants’ perspective and voice. Need to avoid overshadowing the participant’s perspective.

Shift from self to system:

The researcher needs to consider the broader historical and societal system of inequality that influences their POP.,

39
Q

Lewis (2015)

A

Lewis provides an overview of improvement science and compares using RCT to using an improvement science approach.

Knowledge systems: Improvement science draws on basic knowledge (disciplinary knowledge) and profound knowledge (system knowledge).

Three Questions:

It uses the PDSA cycle and it answers three questions:

  1. What is the improvement goal?
  2. How will we measure progress to the goal?
  3. What change can we implement to reach the goal?

RCT Vs Improvement Science:

RCT: Designed to minimize variation. They work best in contexts when the intervention doesn’t interact much with the broader system.

IS: Variation in implementation is the key focus of improvement science. We want to know how and why people vary their implementation.

Fidelity of implementation (RCT) Vs. Adaptive Integration (IS)

ANECDOTE: For the RCT the improvement is in the program, for IS, the improvement is in the people and system that use the intervention.

40
Q

Improvement Science

Bryk et al (2015)

Lemire et al (2017)

A

Lemire, et al. (2017) define Improvement Science as a change process that seeks to design, test, implement and scale up changes for systemic improvement informed by subject matter experts. It involves interplay between INDUCTIVE and DEDUCTIVE logic.

Bryk et al (2015) has 6 principles of I.S.

  1. Focus on the problem and the user
  2. Focus on variation in performance (variation in key processes can produce undesirable outcomes, so create systematic protocols to reduce variation)
  3. See the system that produces the outcomes (current and solution system models and adaptive integration)
  4. We cannot improve at scale what we can’t measure
  5. Disciplined inquiry: 3 questions and PDSA cycles
  6. Use networked improvement communities
41
Q

Slopen (2014)

A

The authors reviewed literature about interventions to improve cortisol regulation in children.
Cortisol is the main biomarker for stress. It’s produced by the HPA (hypothalmic, pituitary, adrenal axis).

Literature Review Conclusions:

The author’s lit review showed that 18 out of 19 studies showed that social interventions reduced cortisol levels for treatment group kids.

Social Interventions:

The studies showed that individual and family social interventions could improve children’s stress responses.

Conclusions: social interventions can improve neurobiology, but we also need to address broader social issues.

42
Q

Sari et al (2017)

A

The authors presented evidence that anxiety interferes with working memory.

Attention Control Theory:

According to Attentional Control Theory attention is the key part of executive function that manages working memory. Attention helps attend to, store, and maintain relevant info and supress irrelevant info.

Anxiety interferes with the efficiency of attentional control.

Attentional Bias:

Anxiety and worry can lead to increased attentional bias towards threats and hypervigilence for threats resulting in reduced WMC for task-relevant stimuli.

The authors conducted a RCT to test this theory.

43
Q

Carrion and Wong (2012)

A

The authors argue that chronic stress in young students can increase cortisol levels, which can damage brain regions responsible for effective learning.

Hippocampus: The authors found that participants who had higher stress levels also had higher cortisol levels and reduced hippocampus volume. They also had lower performance on word learning recall tasks

Prefrontal cortex: The PFC is responsible for executive function and emotional reasoning. The authors found that participants with chronic stress also had degraded function in their PFC. This causes reduced attentional control and emotional reasoning.

44
Q

Kurt and Atay (2007)

A

The authors conducted a RCT to investigate the effects of peer review on writing anxiety and writing performance of high proficiency ESL students.

Participants:

86 adult ESL students at a Turkish university. Participants were high proficiency ESL students in advanced writing courses.

Method: The research design included a Mixed Methods RCT that used a pre-post test design. They used Cheng’s SLWAI and semi-structured interviews. The treatment group only had peer feedback and the control group only had techer feedback.

Proceedure: The study included two practice peer review sessions. Participants learned how to use the peer review feedback rubrics. Then participants wrote and did peer review on five essays.

Results:

QUANT: The treatment group had significantly lower writing anxiety than the control group after the intervention.

QUAL: The majority of the treatment group expressed that the peer review was helpful and that it helped decrease their writing anxiety and increase writing confidence. The participants said that their peers helped them notice their errors, and they said it helpd them have a different perspective on their writing.

45
Q

Bandura (1986)

A

Opposition: Bandura argues against past conceptions of learning that relied on one-way interaction between the learner and the stimuli. Models such as behaviorism involve passive response to stimuli.

In contrast: Bandura argues that learners play an active role in how and what they learn. Learners anre not just externally regulated. They can regulate themselves.

Triadic reciprocal determinism: Involves ongoing interaction between learner cognition, behaviors, and the environment. Many factors are involved in an effect.

Beliefs: Learners’ beliefs such as self efficacy influence their learning behaviors and their environment. For instance, self-efficacy (beliefs) can make learners seek learning challenges (environment) and persist (behaviors) when encountering difficulties.

Example: TV viewership: Individual preferences influence selection of shows which influences production of shows which affects available shows which affects TV preferences.

46
Q

Von Glaserfeld (2005)

A

The author presents an overview of constructivism.

Reality: Constructivism argues that reality is subjectively experienced by individuals. There can be multiple realities. Knowledge is a form of adaptation to the environment. Learning involves acting and reflecting on that action.

Knowledge: Knowledge is located in the mind only. Knowledge is constructed by the learner.

47
Q

Learning Theories

A
48
Q

Shaddish, Cook, and Campbell (2002)

Validity Threats

A

The authors explain the concept of validity and how to address threats to validity.

Validity threats: Reasons why our inferences about our research findings can be wrong or only partially supported.

Threats to internal validity: Causes other than the independent variable for an observed effect. When you observe the effect in the absence of the IV.

49
Q

Hardiman (2012)

BTT Overview

A

The BTTM is a framework for how to apply brain science to teaching. It includes six targets.

  1. Establish the emotional climate for learning
  • Negative emotions can impede learning while positive emotions can support learning.
  • Strategies: praise effort, provide choice, celebrate successes, establish routines
  1. Create the physical learning environment
  • Features of the physical learning environment can support more effective learning.
  • Novelty can support attention
  • Light, scent, sound, and movement all can support learning.
  1. Design the learning experience
  • Effective learning involves moving beyond memorizing facts. It requires noticing patterns and the big picture of how ideas fit together (schema theory)
  • Teachers can use concept maps to help students visualize the big picture ideas
  1. Teaching for mastery
  • Having learners actively engage with content and produce new knowledge can help create long term memories.
  • We can use memory strategies to increase learning and recall: elaboration, generation, enactment, production, effort, difficulty, picturing, chunking
  1. Teach for extension and application of knowledge
  • We should encourage learners to use creativity to apply knowledge in new ways.
  • Learners need to develop a strong knowledge base to be able to creatively apply learning
  1. Evaluating learning
  • Teachers need to provide a variety of ongoing assessments to act as guideposts for teachers and students
  • Frequent and timely feedback is important
50
Q

Brown, Collins, and Duguid (1989(

A

The authors argue that most classroom learning separates knowing from doing. This results in learning that doesn’t transfer to the real world.

Real learning: Real learning involves learning to use the tools of a certain culture. Knowledge is a type of tool, and it can only be learned through entering the culture that the knowledge was created within.

Cognitive apprenticeship: The authors propose cognitive apprenticeship as a framework for supporting more authentic learning.

Definition: Cognitive apprenticeship involves enculturating students into the authentic practices of a community through activities and social interaciton in ways similar to craft apprenticeship.

Features:

  1. It involves experts modeling practices of a culture
  2. It involves collaborative problem solving
  3. It involves practicing multiple roles
  4. It involves authentic practices
51
Q

Richardson (2009)

A

The historical perspective examines causality and the temporal sequence of events.

The historical perspective uses the social context, including politics and social needs.

Historians use narrative

The goal of education is to transmit cultures to new generations.

52
Q

Vignole (2009)

A
  1. The author argues that the economic perspective is all about understanding how societies allocate scarce resources.
  2. Economics involves principles of supply and demand.
  3. An economic approach to education involves assessing the return on investment that education provides to students.

POP Connection: Many students attend the ESL program due to the ROI for their lives. They need English for Uni and they need Uni for status and income.

53
Q

Mills (2009)

A

Anthropologists tend to study aspects of informal learning.

They use tools of ethnography to develop an emic perspective on participants’ lives.

This can help represent the experiences of underrepresented groups.

54
Q

Francis (2009)

A

Sociological perspective on education.

Sociologists study the education-society relationship.

Sociology has been the dominant discipline in education for 20 years

Sociology examines how education systems can perpetuate social inequality, but we need to balance critique with creating remedies.

Sociology uses quantitative methods to examine broad social patterns

55
Q

Ertmer and Newby (1993)

A

Definition of Learning: Learning involves an enduring change in behavior that is the result of practice or experience.

The authors argue that all learning theories are useful and educators should use the appropriatr theory for their learning context and specific learning task.

Behaviorism:

  • Behavorism is focused on how to strengthen the association between stimulus and response.
  • Teaching involves providing the appropriate cues to elicit the desired responses.
  • It’s best for low level recall of facts and learning the basic content of a discipline.

Cognitivism:

  • Focuses on how info is received, organized, and stored for later retrieval. Learning is an active process of using appropriate learning strategies.
  • Teaching involves helping learners organize new info and relate it to old info
  • Best for more complex forms of learning like problem solving

Constructivism:

  • Focuses on how individuals construct meaning from their experiences
  • Learning is contextual and situated
  • Teaching involves providing authentic experiences for learners
  • Best for ill-defined