This chapter discusses observation methods for research. It defines observation as using all five senses to systematically monitor both behavioral and non-behavioral activities and conditions. There are two main types of observation: non-behavioral, which includes record analysis, physical condition analysis, and process analysis; and behavioral, which involves nonverbal behavior, linguistic behavior, extra-linguistic behavior, and spatial relationships. The relationship between observer and subject can involve direct or indirect observation, varying levels of concealment, and participant or non-participant observation. Conducting observational studies requires consideration of the type of study, observer training to reduce bias, and developing a detailed data collection plan.
Methods of Data Collection in Quantitative Research (Biostatistik)AKak Long
DEFINITION : Quantitative research, is defined as a the systematic investigation of phenomena by gathering quantifiable data and performing statistical, mathematical or computational techniques.
Quantitative research gathers information from existing and potential customers using sampling methods and sending out online surveys, online polls, questionnaires etc., the results of which can be depicted in the form of numericals.
After careful understanding of these numbers to predict the future of a product or service and make changes accordingly.
Described as the process of gathering and measuring information on variables of interest, in an established systematic fashion that enables one to answer research questions, test hypothesis and evaluate outcome.
Importance of data collection:
Helps us search for answers and resolutions
Facilitates and improve decision-making processes and the quality of the decisions made.
#Types of quantitative research.
. Survey research
The collection of data attained by asking individuals questions by either in person, on paper, by phone or online.
2. Correlational research
Measures two variables, understand assess the statistical relationship between them with no influence from any extraneous variable.
3. Casual-comparative research
To find relationship between independent and dependent variables after an action or event has already occurred.
4. Experimental research
Researcher manipulates one variables, and control/randomizes the rest of the variables.
Methods of Data Collection in Quantitative Research (Biostatistik)AKak Long
DEFINITION : Quantitative research, is defined as a the systematic investigation of phenomena by gathering quantifiable data and performing statistical, mathematical or computational techniques.
Quantitative research gathers information from existing and potential customers using sampling methods and sending out online surveys, online polls, questionnaires etc., the results of which can be depicted in the form of numericals.
After careful understanding of these numbers to predict the future of a product or service and make changes accordingly.
Described as the process of gathering and measuring information on variables of interest, in an established systematic fashion that enables one to answer research questions, test hypothesis and evaluate outcome.
Importance of data collection:
Helps us search for answers and resolutions
Facilitates and improve decision-making processes and the quality of the decisions made.
#Types of quantitative research.
. Survey research
The collection of data attained by asking individuals questions by either in person, on paper, by phone or online.
2. Correlational research
Measures two variables, understand assess the statistical relationship between them with no influence from any extraneous variable.
3. Casual-comparative research
To find relationship between independent and dependent variables after an action or event has already occurred.
4. Experimental research
Researcher manipulates one variables, and control/randomizes the rest of the variables.
Survey method and its classification. Advantage and disadvantage of different types of survey method.
Observation method and its classification. Advantage and disadvantage of different types of observation method.
Different Methods of Collection of DataP. Veeresha
Data collection is a term used to describe a process of preparing and collecting data.
Data are the basic inputs to any decision making process in any fields like education, business, industries…. etc
The primary data are those which are collected afresh and for the first time, and thus happen to be original in character. It is real time data and which are collected by the researcher himself.
Secondary data means data that are already available i.e., they refer to the data which have already been collected and analyzed by someone else.
Methods of Gathering Data for Research Purpose and Applications Using IJSER A...IOSR Journals
Abstract: A good number of scientist or researchers find it very difficult in carrying out their research work
successfully due to lack of good knowledge of data collection method and application. Data is referred to as a
collection of facts, such as values or measurements, observation or even just descriptions of things. Various ways are
used for data collection in research work or designs depending on the research being done by the researcher. This
study focuses on the Acceptance rate of monthly IJSER paper publication (March 2012 Edition-May 2013 Edition).
Simple descriptive analysis was used. The result shows that Quantitative analysis is considered to be objective,
without any human bias attached to it, because it depends on the comparison of numbers according to mathematical
computations. While Analysis of qualitative data is generally accomplished by methods more subjective, dependent on
people’s opinions, knowledge, assumptions, and inferences (and therefore biases), than that of quantitative data.
Key words: Data, ijser”s Acceptance rate , qualitative and quantitative approach, Observation, Survey, Interview,
Experiment, etc.
Survey method and its classification. Advantage and disadvantage of different types of survey method.
Observation method and its classification. Advantage and disadvantage of different types of observation method.
Different Methods of Collection of DataP. Veeresha
Data collection is a term used to describe a process of preparing and collecting data.
Data are the basic inputs to any decision making process in any fields like education, business, industries…. etc
The primary data are those which are collected afresh and for the first time, and thus happen to be original in character. It is real time data and which are collected by the researcher himself.
Secondary data means data that are already available i.e., they refer to the data which have already been collected and analyzed by someone else.
Methods of Gathering Data for Research Purpose and Applications Using IJSER A...IOSR Journals
Abstract: A good number of scientist or researchers find it very difficult in carrying out their research work
successfully due to lack of good knowledge of data collection method and application. Data is referred to as a
collection of facts, such as values or measurements, observation or even just descriptions of things. Various ways are
used for data collection in research work or designs depending on the research being done by the researcher. This
study focuses on the Acceptance rate of monthly IJSER paper publication (March 2012 Edition-May 2013 Edition).
Simple descriptive analysis was used. The result shows that Quantitative analysis is considered to be objective,
without any human bias attached to it, because it depends on the comparison of numbers according to mathematical
computations. While Analysis of qualitative data is generally accomplished by methods more subjective, dependent on
people’s opinions, knowledge, assumptions, and inferences (and therefore biases), than that of quantitative data.
Key words: Data, ijser”s Acceptance rate , qualitative and quantitative approach, Observation, Survey, Interview,
Experiment, etc.
Lec # 1 business research an introductionfizza tanvir
SCIENTIFIC INVESTIGATION
The hallmarks of science. Purposiveness. Rigor. Testability. Replicability (repetition of results). Objectivity (facts oriented). Generalizability. ParsimonyLimitation to scientic research in managementThe building blocks of Science and the hypothetico-deductive method of researc
Observation is one of the important and basic methods or techniques or tools for collecting data in almost all types of research studies.(experimental or laboratory research, descriptive research or qualitative research.)
Observation as a research tool is used in understanding, measuring, prediction and modification of human behavior.
The observer can opt for either participant or non participant observation. This technique can be used to observe the behavior or attitude of the individual or a group. The observer has to plan carefully and execute the plans to collect accurate information. The observation could be supported with interaction.
This method gives an opportunity to know the insights of the group and naturally, the observer will be able to get the factual data compared to other methods of data collection.
Observation is the systematic description of the events, behaviors, and artifacts of a social setting. Characterize all researches: experimental, descriptive, and qualitative.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
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.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
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.
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
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
2. “YOU SEE, BUT YOU
DO NOT OBSERVE.”
Sherlock Holmes
Scientific Observation Is
Systematic
2
3. Observation
• Besides collecting data visually,
observation involves listening, reading
smelling & touching i.e using 05 senses.
• Observation includes full range of
monitoring behavioral & non-behavioral
activities & conditions.
3
4. Types of observation
1- Non Behavioral Observation
(a) Record analyses: - Historical or current
records. Written, printed, Sound recorded,
Photo graphed or video taped
financial or economic reports etc.
(b) Physical condition Analysis: - Audits of
merchandise inventory, plant safety,
(c) Process or activity analysis: - Time &
motion studies, traffic flow, paper work
Flow, financial
flows in a banking system 4
5. Types of observation
2- Behavioral observation :-
(a) Nonverbal Behavior: - Body movement,
facial expressions, eye contacts etc show
Interest, anger , boredom,
attitudes etc
(b) Linguistic Behavior: - Ahs made by a
person, interaction process b/w two persons
or in small group.
5
6. Types of observation
(c) Extra Linguistic Behavior:-
(1)- Vocal : pitch, loudness,
(2)- Temporal: rate of speech, duration, rhythm
(3)- Interaction: tendency to dominate, interrupt
or inhibit
(4)- Verbal stylistic: vocabulary, pronunciation,
dialect & expression
(d) Spatial Relationship (Proxemics) how a
person relates physically to others. How
people organize space and how they
maintain physical distance with other. 6
7. The Observer – Subject
Relationship
Relationship b/w observes subject may be viewed
from three perspectives
1- Directress Of Observation.
• Direct observation: - When observer is
physically present & personally monitors.
Free to shift place, focus unexpected changes but
can be bore & fatigued.
• Indirect observation: - Recording is done by
mechanical, photographic or electronic
means. It is less biased, more accurate, record
kept.
7
8. The Observer – Subject
Relationship
Concealment: -
Whether the presence of observer should be known?
Known a little concern for subjects then they are settled.
Concealment by using one way minor, hidden camera,
Micro Phone.
Ethics__?
Partial concealment (modified approach):-
Presence of observer is not concealed but objectives &
subject of interest are concealed.
8
9. The Observer – Subject
Relationship
• Participation
Participant observer: - Here an observer enters
work setting by becoming part of
Work team. Some time known to some or all
members. And other times concealed. Recording
can interfere with participation and participation
with observer.
e.g.: to know group dynamic
Non – participant observer: Collecting needed
data without becoming part of work.
9
10. Conducting an observational study
• Type of observational study:
1-Simple observation / unstructured obs.
Studies.
2- Systematic or structured observation
10
11. Observer training
• Observer should be trained to concentrate, observe and
remember. Observe should not be so attractive that he
catches the attractive of others
Experienced___ or inexperienced observer
Observes mostly feel fatigue , halo effect, observer drift.
Observer trials can be used for selection.
Data collection
Data collection plan specifies details of task it generally
tells the questions of who, what, when and how.
who are the targets. What qualities a subject to be
observed each subject should meet a criterion?
What?
Sampling the elements and unit of analyses it is done by
event- time dimension and “act term”
Event – sampling: Researcher selects behaviors to be
observed.
11
12. Advantages & Disadvantages
• Advantages of observation
• Data are generally recordable.
• Easy to note the effects of environment (cold…)
• Easy to study certain group (like children)
• Disadvantages
• Generally physical presence is must
• Slow and tedious and expensive
• Observer fatigue
• Moods and feeling though can be captured but cognitive
thought process can’t be Observed
• Observer training
12
13. Sources of bias
• Recording errors, memory lapses, errors in
interpreting the activities , behaviors
• use of several observers reduces validity
• observer fatigue , bore due to long time.
13