The document discusses various methods for assessing creativity in students. It describes divergent thinking tests like the Torrance Tests of Creative Thinking (TTCT), which assess creative attitudes, thinking, and problem-solving skills. An experiment is described where participants scored an average of 7.4% higher on the TTCT during a session with 10Hz transcranial alternating current stimulation of the frontal cortex compared to a control session. This suggests alpha brain activity is involved in creativity. Performance-based assessments that measure applying skills and knowledge are also discussed, like essays, labs, and portfolios. References on creativity assessment theories and methods are provided.
Types of Research Application Exploratory Research Conclusive Research Correlation Research Explanatory (Causal / experimental) Research Comparison between exploratory, descriptive and causal Experimentation and Market Testing
Type of Information Sought Qualitative and Quantitative research Other types of Research Design Data: Primary and Secondary Data Data Collection and Method of study in research Content analysis Game or role-playing Primary Market Research Method Quantitative Experiments Quasi Experiment and Field Trials Sociogram Variable and their Types Sampling Methods a. Probability Sampling . Simple Random Sampling . Systematic Sampling:. Stratified random sampling . Cluster Sampling b. Non Probability Sampling . Convenience sampling . Purposive /Judgment Sampling . Snowball Sample Types of Errors: Measurement
Data Exploration Univariate vs. Bivariate Data Analysis of Variance (ANOVA) Problem Solving Central Tendency and Normal Distribution Normal Distribution Variance Effect Size Frequency distribution: Skewed, Mesokurtic, Leptokurtic, Platykurtic
Hypothesis Testing "True" Mean and Confidence Interval Margin of Error (Confidence Interval) Type I errors and type II errors One-Tailed and Two-Tailed Tests Parametric and Non-parametric Tests Bi- and Multivariate Inferential Statistical Tests (Parametric) Chi Square Degrees of freedom T-test Z-test and t-test Analysis of Variance (ANOVA) Correlation (measures relationships between two variables) Factor analysis Sign test Run Test Other data display methods
Experimental Design Pre-Experimental Designs Quasi experiment Design True Experimental Design Reliability and Validity Validity Research Requirements Steps of Research The Preliminary Section Research Ethics Seminar, Workshop, Conference, Symposium Paper, Article Quality of a research journal Style Rules Appendix : Research Methodology Diagram APA Format
Types of Research Application Exploratory Research Conclusive Research Correlation Research Explanatory (Causal / experimental) Research Comparison between exploratory, descriptive and causal Experimentation and Market Testing
Type of Information Sought Qualitative and Quantitative research Other types of Research Design Data: Primary and Secondary Data Data Collection and Method of study in research Content analysis Game or role-playing Primary Market Research Method Quantitative Experiments Quasi Experiment and Field Trials Sociogram Variable and their Types Sampling Methods a. Probability Sampling . Simple Random Sampling . Systematic Sampling:. Stratified random sampling . Cluster Sampling b. Non Probability Sampling . Convenience sampling . Purposive /Judgment Sampling . Snowball Sample Types of Errors: Measurement
Data Exploration Univariate vs. Bivariate Data Analysis of Variance (ANOVA) Problem Solving Central Tendency and Normal Distribution Normal Distribution Variance Effect Size Frequency distribution: Skewed, Mesokurtic, Leptokurtic, Platykurtic
Hypothesis Testing "True" Mean and Confidence Interval Margin of Error (Confidence Interval) Type I errors and type II errors One-Tailed and Two-Tailed Tests Parametric and Non-parametric Tests Bi- and Multivariate Inferential Statistical Tests (Parametric) Chi Square Degrees of freedom T-test Z-test and t-test Analysis of Variance (ANOVA) Correlation (measures relationships between two variables) Factor analysis Sign test Run Test Other data display methods
Experimental Design Pre-Experimental Designs Quasi experiment Design True Experimental Design Reliability and Validity Validity Research Requirements Steps of Research The Preliminary Section Research Ethics Seminar, Workshop, Conference, Symposium Paper, Article Quality of a research journal Style Rules Appendix : Research Methodology Diagram APA Format
This deals with the entire concept of research problem from why we need a research problem, sources of the research problem, evaluation of research problem, identification of research problem.
Lecture presented by Dr. Joel M. Durban at PAARL's Summer Conference on the theme "Library Analytics: Data-driven Library Management", held at Pearl Hotel, Manila on 20-22 April 2016
Descriptive and interpretive approaches to qualitative researchStutty Srivastava
It's a presentation on one of the most cited articles on qualitative research by Robert Elliot and Ladislav Timulak to have an understanding on how qualitative research is done using interpretive approach. You can easily access the full article on google search. In case you need the presentation, post your mail id in comments. Thanks!
Business Research Method - Unit II, AKTU, Lucknow SyllabusKartikeya Singh
Business Research Methods, Unit II, AKTU, Lucknow Syllabus.
Research Methodology, Topics Covered - Research design: Concept, Features of a good research design, Use of a good research design; Qualitative and Quantitative research approaches, Comparison – Pros and Cons of both approaches.
Exploratory Research Design: Concept, Types: Qualitative techniques – Projective Techniques, Depth Interview, Experience Survey, Focus Groups, Observation.
Descriptive Research Designs: Concept, types and uses. Concept of Cross-sectional and Longitudinal Research
Experimental Design: Concept of Cause, Causal relationships, Concept of Independent & Dependent variables, concomitant variable, extraneous variable, Treatment, Control group.
This deals with the entire concept of research problem from why we need a research problem, sources of the research problem, evaluation of research problem, identification of research problem.
Lecture presented by Dr. Joel M. Durban at PAARL's Summer Conference on the theme "Library Analytics: Data-driven Library Management", held at Pearl Hotel, Manila on 20-22 April 2016
Descriptive and interpretive approaches to qualitative researchStutty Srivastava
It's a presentation on one of the most cited articles on qualitative research by Robert Elliot and Ladislav Timulak to have an understanding on how qualitative research is done using interpretive approach. You can easily access the full article on google search. In case you need the presentation, post your mail id in comments. Thanks!
Business Research Method - Unit II, AKTU, Lucknow SyllabusKartikeya Singh
Business Research Methods, Unit II, AKTU, Lucknow Syllabus.
Research Methodology, Topics Covered - Research design: Concept, Features of a good research design, Use of a good research design; Qualitative and Quantitative research approaches, Comparison – Pros and Cons of both approaches.
Exploratory Research Design: Concept, Types: Qualitative techniques – Projective Techniques, Depth Interview, Experience Survey, Focus Groups, Observation.
Descriptive Research Designs: Concept, types and uses. Concept of Cross-sectional and Longitudinal Research
Experimental Design: Concept of Cause, Causal relationships, Concept of Independent & Dependent variables, concomitant variable, extraneous variable, Treatment, Control group.
Introduction to research methodology.pptxahmedmcjdu
Introduction to research methodology. Research methodology is a structured and scientific approach used to collect, analyze, and interpret quantitative or qualitative data to answer research questions or test hypotheses. A research methodology is like a plan for carrying out research and helps keep researchers on track by limiting the scope of the research. Several aspects must be considered before selecting an appropriate research methodology, such as research limitations and ethical concerns that may affect your research.
The research methodology section in a scientific paper describes the different methodological choices made, such as the data collection and analysis methods, and why these choices were selected. The reasons should explain why the methods chosen are the most appropriate to answer the research question. A good research methodology also helps ensure the reliability and validity of the research findings. There are three types of research methodology—quantitative, qualitative, and mixed-method, which can be chosen based on the research objectives.
Moreover, A research methodology describes the techniques and procedures used to identify and analyze information regarding a specific research topic. It is a process by which researchers design their study so that they can achieve their objectives using the selected research instruments. It includes all the important aspects of research, including research design, data collection methods, data analysis methods, and the overall framework within which the research is conducted. While these points can help you understand what is research methodology, you also need to know why it is important to pick the right methodology.
Exploring Experiential Learning Activities: Simulations, Role Play, and Real ...Franzi Ng
A 50 minute presentation by Ken Monroe, Franzi Ng and Kelly Warnock from Thompson Rivers University's Open Learning on how experiential learning (EL) can be used in an elearning context. A brief history of EL is provided as well as an experience of EL.
Are you an EFL/ESL teacher who wants to improve your classroom dynamics? An action research can empower teachers and engage unmotivated students. This PPT highlights the ease and benefits of conducting an action research in an English classroom.
What every teacher should know about cognitive researchStephanie Chasteen
From the Colorado Science Conference (Nov, 2011)
In the past few decades, we’ve gained a wealth of information about how people learn. The results of this cognitive and education research can help us become more effective teachers. In this interactive talk, we’ll explore some of the main findings of cognitive research in a language accessible to everybody, and discuss how they can be used in our teaching.
Piaget theory for Cognitive Development by Bidita RahmanBidita Rahman
Cognitive development is the construction of thought processes, including remembering, problem-solving, and decision-making, from childhood through adolescence to adulthood.
Cognitive development refers to how a person perceives, thinks, and gains an understanding of his or her world through the interaction of genetic and learned factors. Among the areas of cognitive development are information processing, intelligence, reasoning, language development, and memory.
Historically, the cognitive development of children has been studied in a variety of ways. The oldest is through intelligence tests, such as the widely used Stanford Binet Intelligence Quotient (IQ) test first adopted for use in the United States by psychologist Lewis Terman (1877–1956) in 1916 from a French model pioneered in 1905. IQ scoring is based on the concept of "mental age," according to which the scores of a child of average intelligence match his or her age, while a gifted child's performance is comparable to that of an older child, and a slow learner's scores are similar to those of a younger child. IQ tests are widely used in the United States, but they have come under increasing criticism for defining intelligence too narrowly and for being biased about race and gender.
Multi age learning community in action final project by Bidita RahmanBidita Rahman
This is a must-read for anyone who is looking to effectuate real change in any K-12 school system. Through Dr. Cozza's deep understanding of the research and value of a MAC (Multi-age Learning Community), the reader walks away with practical knowledge and guidance to finally transform learning in the schoolhouse so all children can reach their real potential. (Michael J. Hynes Ed.D, superintendent of Patchogue-Medford Schools, Patchogue, NY)
Cozza makes the case that multi-age classrooms are an efficient and cost-effective way to increase personalization for students and further the cause of school reform at scale. Essential reading for students, teachers, parents, and school leaders. (Todd Sumner, principal, Francis W. Parker Charter Essential School and Theodore R. Sizer Teachers Center, Devens, MA)
The Multiage Learning Community in Action is a clear and concise framework for embarking on the journey of multi-age learning in our schools. It blends collaborative cultures, instructional practices, and backward design in curriculum planning to reach the developmentally appropriate needs of all students. (Jeannie Ray-Timoney Ed.D, associate superintendent, Department of Catholic Schools, Portland, OR)
Dr. Barbara Cozza provides a functional framework that takes educators on a transformative journey. A must read for all educators, policymakers, and parents. (Crystal Lindsay, director of school/district improvement initiatives, New York City Department of Education, New York, NY)
The Roman Empire A Historical Colossus.pdfkaushalkr1407
The Roman Empire, a vast and enduring power, stands as one of history's most remarkable civilizations, leaving an indelible imprint on the world. It emerged from the Roman Republic, transitioning into an imperial powerhouse under the leadership of Augustus Caesar in 27 BCE. This transformation marked the beginning of an era defined by unprecedented territorial expansion, architectural marvels, and profound cultural influence.
The empire's roots lie in the city of Rome, founded, according to legend, by Romulus in 753 BCE. Over centuries, Rome evolved from a small settlement to a formidable republic, characterized by a complex political system with elected officials and checks on power. However, internal strife, class conflicts, and military ambitions paved the way for the end of the Republic. Julius Caesar’s dictatorship and subsequent assassination in 44 BCE created a power vacuum, leading to a civil war. Octavian, later Augustus, emerged victorious, heralding the Roman Empire’s birth.
Under Augustus, the empire experienced the Pax Romana, a 200-year period of relative peace and stability. Augustus reformed the military, established efficient administrative systems, and initiated grand construction projects. The empire's borders expanded, encompassing territories from Britain to Egypt and from Spain to the Euphrates. Roman legions, renowned for their discipline and engineering prowess, secured and maintained these vast territories, building roads, fortifications, and cities that facilitated control and integration.
The Roman Empire’s society was hierarchical, with a rigid class system. At the top were the patricians, wealthy elites who held significant political power. Below them were the plebeians, free citizens with limited political influence, and the vast numbers of slaves who formed the backbone of the economy. The family unit was central, governed by the paterfamilias, the male head who held absolute authority.
Culturally, the Romans were eclectic, absorbing and adapting elements from the civilizations they encountered, particularly the Greeks. Roman art, literature, and philosophy reflected this synthesis, creating a rich cultural tapestry. Latin, the Roman language, became the lingua franca of the Western world, influencing numerous modern languages.
Roman architecture and engineering achievements were monumental. They perfected the arch, vault, and dome, constructing enduring structures like the Colosseum, Pantheon, and aqueducts. These engineering marvels not only showcased Roman ingenuity but also served practical purposes, from public entertainment to water supply.
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Palestine last event orientationfvgnh .pptxRaedMohamed3
An EFL lesson about the current events in Palestine. It is intended to be for intermediate students who wish to increase their listening skills through a short lesson in power point.
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
The French Revolution, which began in 1789, was a period of radical social and political upheaval in France. It marked the decline of absolute monarchies, the rise of secular and democratic republics, and the eventual rise of Napoleon Bonaparte. This revolutionary period is crucial in understanding the transition from feudalism to modernity in Europe.
For more information, visit-www.vavaclasses.com
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
Honest Reviews of Tim Han LMA Course Program.pptxtimhan337
Personal development courses are widely available today, with each one promising life-changing outcomes. Tim Han’s Life Mastery Achievers (LMA) Course has drawn a lot of interest. In addition to offering my frank assessment of Success Insider’s LMA Course, this piece examines the course’s effects via a variety of Tim Han LMA course reviews and Success Insider comments.
Embracing GenAI - A Strategic ImperativePeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
PD Plan Presentation for Faculty of Nurturing Creativity in your Students
1. PD Plan Presentation
for Faculty of
Nurturing Creativity in
your Students
Prepared by Latifa Rahman
Bidita
2. Why Should Creativity
be Nurtured?
• Nurturing creativity involves providing opportunities for
children to problem solve, think “outside the box”,
brainstorm, discover through trial and error. In a
classroom that inspires creative thinking, teachers and
children learn to be comfortable taking risks and making
mistakes, both of which are an important part of learning,
discovering new ideas, and refining the process of
creating.
• It gives them the opportunity to create something tangible
from personal feelings and experiences—a beautiful
reflection of their unique imaginations. It's also the
perfect activity to nurture their emotional health and
ensure the enhancement of their lives as a well-rounded
individual.
3. Reasons that the
assessment method is
critical for nurturing
creativity
• In the educational context,
assessment of creativity is mostly
about recognizing creativity and
creating ideal conditions to nurture
it, not about categorizing the
students as “creative” or “not
creative”.
• Assessment is made difficult by
many things, not the least of which
are disagreements about the nature
of creativity. One of the most
fundamental questions in creativity
theory and research is the issue of
domain specificity.
4. Why assessment method critical in nurturing
creativity? Continue.
• Are the skills, talents, personality characteristics, ways of thinking, and other
determinants of creative performance general-purpose traits of creative
performance general-purpose traits that a person possessing them can bring to bear
on any kind of task? .
• Can one’s creativity as a composer of music help her produce more creative
paintings? Can one’s creativity as a chef help him
write more creative short stories? Is a creative biologist likely also to be rather
creative as a teacher, a poet, and a dancer? Or, on the other
hand, is creativity quite domain specific, such that whatever leads to creativity in
one domain maybe different from that which leads to creativity in other domains?
5. Types of assessment
instrument or
assessment method
Types of Assessment
• Process based assessment
(divergent thinking tests)
Examples: Torrance Tests of
Creative Thinking
• Performance based
assessment (Assessment by
others) Examples: Group
Inventory for Finding
Creative Talent or other
instruments
6. Divergent
Thinking Test
• Divergent thinking can be explained as a thought process
used to generate creative ideas via searching for many
possible solutions. Whereas convergent thinking is the
ability to arrive the “correct” solution. Guilford who came
up with these concepts clearly underlined the difference
between them. In divergent thinking it is important to
produce as many responses to verbal or figural stimuli as
possible such that, more is better in DT.
• The research on creativity, initial efforts to assess it came
from him and his colleagues too. Though, there were others
who developed test batteries to measure creative thinking
abilities and focused mostly on process components.
7. Torrance Test
• Torrance Tests of Creative Thinking (TTCT): Torrance Tests of
Creative Thinking (TTCT) is generally considered the best
measure for assessing creativity. The TTCT measures creative
attitude, creative thinking, and other problem-solving skills.
Torrance’s name was equated with assessment of creativity, but it
was not his major goal.
• TTCT was developed for research and to provide a tool that can
be used to individualize the instruction. Torrance found that
learning and thinking creatively takes place in the process of
sensing difficulties, problem, and gaps in information; making
guesses or formulating hypotheses about these deficiencies; in
testing these guesses and possibility, revising and retesting them;
and finally in communicating the results.
8. Torrance Test
Experiment
• For the Cortex study, Frohlich’s team
enrolled 20 healthy adults. Researchers
placed electrodes on each side of each
participant’s frontal scalp and a third
electrode toward the back of the scalp. This
way, the 10-Hz alpha oscillation stimulation
for each side of the cortex would be in
unison. This is a key difference in Frohlich’s
method as compared to other brain
stimulation techniques.
9. Experiment
Continue
• Each participant underwent two sessions. During one session, researchers
used a 10-Hz sham stimulation for just five minutes. Participants felt a
little tingle at the start of the five minutes. For the next 25 minutes, each
participant continued to take the Torrance Test of Creative Thinking, a
comprehensive and commonly used test of creativity. In one task, each
participant was shown a small fraction of an illustration — sometimes just
a bent line on a piece of paper.
• Participants used the line to complete an illustration, and they wrote a title
when they finished. In the other session each participant underwent the
same protocol, except they were stimulated at 10 Hertz for the entire 30
minutes while doing the Torrance test. The tingling sensation only
occurred at the start of the stimulation, ensuring that each participant did
not know which session was the control session. Because rating creativity
or scoring a test can involve subjectivity, Frohlich sent each participant’s
work to the company that created the test. “We didn’t even tell the
company what we were doing,” Frohlich said. “We just asked them to
score the tests. Then Frohlich’s team compared each participant’s
creativity score for each session. He found that during the 30-minute
stimulation sessions, participants scored an average 7.4 percentage points
higher than they did during the control sessions. That’s a pretty big
difference when it comes to creativity,” Frohlich said. “Several participants
showed incredible improvements in creativity. It was a very clear effect.”
10. Experiment Continue
• Creativity, the ability to produce innovative ideas, is a key higher-order cognitive function that is poorly
understood. At the level of macroscopic cortical network dynamics, recent electroencephalography (EEG) data
suggests that cortical oscillations in the alpha frequency band (8–12 Hz) are correlated with creative thinking.
However, whether alpha oscillations play a fundamental role in creativity has remained unknown. Here we show
that creativity is increased by enhancing alpha power using 10 Hz transcranial alternating current stimulation (10
Hz-tACS) of the frontal cortex. In a study of 20 healthy participants with a randomized, balanced cross-over
design, we found a significant improvement of 7.4% in the Creativity Index measured by the Torrance Test of
Creative Thinking (TTCT), a comprehensive and most frequently used assay of creative potential and strengths.
• In a second similar study with 20 subjects, 40 Hz-tACS was used in instead of 10 Hz-tACS to rule out a general
“electrical stimulation” effect. No significant change in the Creativity Index was found for such frontal gamma
stimulation. Our results suggest that alpha activity in frontal brain areas is selectively involved in creativity; this
enhancement represents the first demonstration of specific neuronal dynamics that drive creativity and can be
modulated by non-invasive brain stimulation. Our findings agree with the model that alpha recruitment increases
with internal processing demands and is involved in inhibitory top-down control, which is an important
requirement for creative ideation.
11. Assessment Summary
• The frequency distribution (with the normal distribution
curve added) for the Standard Scores of the TTCT.
Creativity Index Average below shows more WU students
scoring at or above the mean standard score than
statistically expected. The frequency distribution for the
mean National Percentile Ranks (with the normal
distribution curve added) for the TTCT Creativity Index
shows that WU students performed better than almost
64% of students tested nation-wide.
12. Performance Based
Assessment
• A performance-based assessment measures students' ability
to apply the skills and knowledge learned from a unit or
units of study. Typically, the task challenges students to use
their higher-order thinking skills to create a product or
complete a process (Chun, 2010). Active learning, through
performance-based learning and assessment, is something
that any teacher can implement in their own classroom with
planning, preparation, and progress monitoring.
• Examples of performance assessments include composing a
few sentences in an open-ended short response, developing
a thorough analysis in an essay, conducting a laboratory
investigation, curating a portfolio of student work, and
completing an original research paper.
16. References
• Baer, J., Kaufman, J. C., & Gentile, C. A. (2004) Extension of the consensual assessment
technique to nonparallel creative products (2004), Creativity Research Journal, 16(1), 113-
117
• Esra Kanli (2020). Assessment of Creativity: Theories and Methods Retrieved from
https://www.intechopen.com/chapters/73433
• https://www.washburn.edu/academics/general-education-files/2014-
2015%20Torrance%20Test%20of%20Creative%20Thinking%20Results%20Report.pdf