The document provides an overview of the scientific method. It defines science as investigating the natural world through observation and experimentation to form explanations and make predictions. The scientific method involves asking a question, forming a hypothesis, designing a controlled experiment, collecting and analyzing data, and drawing conclusions. The key steps are to identify a single independent variable to test against a control group while keeping all other variables constant. Repeating experiments allows scientists to form broader theories supported by evidence.
Unit 9, Lesson 1 - Locating Places on Earthjudan1970
Unit 9, Lesson 1 - Locating Places on Earth
Lesson Outline:
1. Locating Places By Latitudes and Longitudes
2. Latitude and Longitude Distance Measurements
3. Layers of the Earth
In this lesson, students will explore the structure and function of DNA. First, students will explore the structure of DNA by building a model. Next, they will explore DNA’s physical characteristics by isolating it from cheek cells. These lessons will give students an opportunity to visualize many characteristics of DNA.
Unit 9, Lesson 1 - Locating Places on Earthjudan1970
Unit 9, Lesson 1 - Locating Places on Earth
Lesson Outline:
1. Locating Places By Latitudes and Longitudes
2. Latitude and Longitude Distance Measurements
3. Layers of the Earth
In this lesson, students will explore the structure and function of DNA. First, students will explore the structure of DNA by building a model. Next, they will explore DNA’s physical characteristics by isolating it from cheek cells. These lessons will give students an opportunity to visualize many characteristics of DNA.
First Quarter-Scientific Method Powerpoint Presentation
Content Standard-Scientific ways of acquiring knowledge and solving problems
Performance Standard
perform in groups
in guided
investigations involving community- based problems using locally available materials
Most Essential Learning
Competencies
-Describe the components
of a scientific investigation (Week 1) S7MTIa-
1
OBJECTIVES
Describe the components of the scientific method
Follow the steps of the scientific method and perform experiments using it.
SCIENTIFIC METHOD
a systematic process of empirical investigation
It is the key to unlock the bodies of knowledge by helping the researcher in organizing his or her thoughts and procedures and making him or her confident of the findings from the expirements
COMPONENTS OF A SCIENTIFIC INVESTIGATION
1. Statement of the Problem
-You should have existing knowledge of the problem
This part answers the following questions:
What questions do you have about your topic?
What do you want to know?
EXAMPLE
How does fertilizer affect the growth of plants?
2. Formulation of Hypothesis
Hypothesis-simple statement that presents the possible solution to the problem. It can be tested, and it is based on knowledge and research.
Hypothesis may be stated in two ways:
a. Null Hypothesis (Ho)-states that no relationship between variables
Example: The fertilizer DOES NOT affect the growth of plants
b. Alternative hypothesis (Ha)-states a relationship between variables
Example: There is significant relationship between the growth of plants and the use of fertilizer
Ha2 : There is a negative relationship between A and B
(Less A is involved, the better B)
Ha3 There is a positive relationship between A and B.
(More B is involved, the better A)
3. Testing Hypothesis and Gathering of Data
Experiments-a set of manipulations or specific observations of nature, and it is considered the most important part of the scientific method.
Three Types of Experiments
1. Controlled Experiment-the observer tests the hypothesis by looking for changes brought by alteration to a variable
Variable- a characteristic, number, or quantity that increases or decreases over time or takes different values in different situations.
a. Controlled variables-variables that are kept constant.
b. Independent variables-factors that you change or alter during the experiment.
c. Dependent variables-variables that you observe. and they are considered the response to an independent variable
2. Natural experiments or quasi-experiments-Here, the observer does not manipulate any variable but simply collects all the possible data to determine the factors affecting a particular phenomenon.
3. Field experiment-named to draw a contrast with laboratory experiments. It examines the real world using scientific method.
Example: Political sciences, economics, and psychology
Prediction
a forecast of future events based on past observations.
Example: The plants will grow faster and strong
This lecture looks at:
- An explanation of each of the steps in the research process flowchart
- Types of data
- Generating and testing theories
- Measurement error
- Validity
- Reliability
The Nature of Science and Experimental Design- Part 3Instruction.docxcherry686017
The Nature of Science and Experimental Design- Part 3
Instructions: Complete the following activities prior to attending lab. TYPE YOUR ANSWERS, print it, and turn it in by the beginning of lab on Thursday. This is individual work, answers should all be independently constructed.
Part 3. Constants and Controls
Read the material below and answer the questions that follow.
A control is any means used to eliminate or minimize factors that might confound or obscure the relationship between the independent and dependent variable in a scientific investigation. We provided just one example in the previous paragraph, but every good study has several or dozens of controls built into it. Consider the following:
A microbiologist wants to investigate the relationship between antibiotic resistance and antibiotics in animal feed. She hypotheses that antibiotic resistance increases in animals given antibiotics in their food. Specifically, she predicts that " If animals have increasing levels of antibiotics in their feed, then there will be an increase in antibiotic resistant microbes." The dependent variable, number of antibiotic resistant microbes, can be measured in several ways. For example, the microbiologist can determine the different species of antibiotic resistant species, estimate the actual number of antibiotic resistant microbes in a population, etc. In carrying out the experiment, the amount of antibiotics put into the food (independent variable) is varied systematically. All other potential variables, such as species and breed of experimental animals, type of food, type of housing, water quality, temperature in the environment, etc. must be standardized. If they are not controlled, these nuisance variables may effect the outcome of the experiment and confound the relationship between the independent and dependent variable. The means of standardizing or eliminating nuisance variables are called controls.
To check your understanding of controls, suggest how each of the following potential nuisance variables could be controlled.
1. species tested _________________________________________________________
2. breed of species tested __________________________________________________
3. diet _________________________________________________________________
4. water quality __________________________________________________________
5. temperature in the living quarters __________________________________________
6. amount of space for each animal ___________________________________________
Controltreatment groups are another form of control that is used in most scientific investigations to protect the researcher from drawing an erroneous conclusion. Control treatment groups come in two forms- negative controls and positive controls.
A negative control group is the “classic” control that most people think of: the independent variable is eliminated or set to a standard value, providing a comparison to the other treatment groups. An e ...
New work.POST ON National Security and DiplomacyIt is nat.docxhenrymartin15260
New work.
POST: ON National Security and Diplomacy
It is national interest that traditionally drives security policy within a nation and how it is articulated to other nations in the international community (diplomacy). Using the 2010 and the new 2015 National Security Strategy of the Obama Administration list and analyze the core national security interests of the United States. What are the key changes in it - be aware they probably won't jump out at you.
I look forward to reading your posts and providing feedback on your topics!
Instructions: Your initial post should be at least one page. Please respond to at least 2 other post Responses should be a minimum of (300-400) words and include direct questions.
THE SCIENTIFIC METHOD
OBJECTIVES
After completing this exercise, the student will be able to:
· Define and differentiate between scientific method, hypothesis, prediction, observation, experiment, controls, conclusion, theory
· Understand the nature of scientific knowledge
· Outline and explain the steps of the scientific method process
· To formulate a hypothesis and develop conclusions based on data from previous experiments
INTRODUCTION
Science can be defined as a systematic approach to acquiring knowledge. We, as humans, have many senses that we rely on to interpret our surroundings and other inhabitants of the world around us. However, sometimes these senses can “fool” us and we must rely on technical equipment and tools to conduct experiments and enhance/expand our existing senses. Science is based upon facts and evidence rather than beliefs or superstitions.
To understand Biology and science, you must first examine how scientific knowledge is obtained. Science is a process that involves several steps. We will now explore these steps:
1. The process begins with making an observation about nature or some research done previously on a topic.
Example: Studies suggest that using Hydro-T plant food will make my tomatoes grow twice as fast and big.
2. The next step is to formulate a question about the observation.
Example: Does a weekly dose of 1 cup of Hydro-T plant food really enhance my yield of tomatoes and stimulate the plant’s growth?
3. Next, a hypothesis is needed. This is just merely an educated guess to answer the question you proposed in #2 above. Or put another way, a tentative explanation of the observed phenomenon. The hypothesis MUST be testable! Before stating your hypothesis, you should gather as much data from as many sources as possible. Also, please note: Hypotheses are NOT always correct, and often times you must formulate alternative hypotheses.
Example: Under normal conditions, supplementing my tomato plants weekly with 1 cup of Hydro-T plant food will make them grow bigger and faster.
4. A prediction is made next based upon your hypothesis. The prediction is a way to put your hypothesis to a test. It is usually phrased in an “If…then….” manner. If the prediction is found out to be.
13
The Scien Þc Method
Lab 1
14
Lab 1 : Scien Þc Method
15
Introduc on
What is science? You have likely taken several classes throughout your career as a student, and know
that it is more than just chapters in a book. Science is a process that uses evidence to understand the
history of the natural world and how it works. It is constantly changing as we understand more about
the natural world, and con nues to advance the understanding of the universe. Science begins with ob-
serva ons that can be measured in some way so that data can be collected in a useful manner by follow-
ing the scien Þc method.
Have you ever wondered why the sky is blue or why a plant grows toward a window? If so, you have al-
ready taken the Þrst step down the road of discovery. No ma er what the ques on, the scien Þc meth-
od can help Þnd an answer (or more than one answer!). Following the scien Þc method helps to insure
scien sts can minimize bias when tes ng a theory. It will help you to collect and organize informa on in
a useful way, looking for connec ons and pa erns in the data. As an experimenter, you should use the
scien Þc method as you conduct the experiments throughout this manual.
Concepts to explore:
Testable observa ons
Hypothesis
Null hypothesis
Experimental approach
Variables
Controls
Data collec on
Analysis
Figure 1: The process of the scien Þc method
Lab 1 : Scien Þc Method
16
The scien Þc method process begins with the formula on of a
hypothesis – a statement of what the experimenter thinks will
happen in certain situa ons. A hypothesis is an educated guess –
a proposed explana on for an event based on observa on(s). A
null hypothesis is a testable statement, that if proven true means
the hypothesis was incorrect. Both statements must be testable,
but only one can be true. Hypotheses are typically wri en in an if/
then format, such as:
Hypothesis:
If nutrients are added to soil, then plants grown in it will
grow faster than plants without added nutrients in the soil.
Null hypothesis:
If nutrients are added to the soil, then the
plants will grow the same as plants in soil
without added nutrients.
There are o en many ways to test a hypothesis.
When designing an experiment to test a hypothesis
there are three rules to follow:
1. The experiment must be replicable.
2. Only test one variable at a me.
3. Always include a control.
Variables are deÞned and measurable components of an experiment. Controlling the variables in an
experiment allows the scien st to quan tate the changes that occur so that results can be measured
and conclusions drawn. There are three types of variables:
Independent Variable: The variable that the scien st changes to a predetermined value
in order to test the hypothesis. There can only be one independent variable in each
experiment in order to pinpoint the change that a ects the outcome of the exper.
Series of vertebrate and invertebrate animal pictures to use as an indroduction for the topic or an oral exposition. There are no captions or explanations, just the ohotos. This is ment to be used as an oral intercourse.
Slides Presentation of the main climates in the world. Only for an educational pourpose. Aimed to children either in Primary or Early Secondary Education.
Normal Labour/ Stages of Labour/ Mechanism of LabourWasim Ak
Normal labor is also termed spontaneous labor, defined as the natural physiological process through which the fetus, placenta, and membranes are expelled from the uterus through the birth canal at term (37 to 42 weeks
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.
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.
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.
The simplified electron and muon model, Oscillating Spacetime: The Foundation...RitikBhardwaj56
Discover the Simplified Electron and Muon Model: A New Wave-Based Approach to Understanding Particles delves into a groundbreaking theory that presents electrons and muons as rotating soliton waves within oscillating spacetime. Geared towards students, researchers, and science buffs, this book breaks down complex ideas into simple explanations. It covers topics such as electron waves, temporal dynamics, and the implications of this model on particle physics. With clear illustrations and easy-to-follow explanations, readers will gain a new outlook on the universe's fundamental nature.
Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
This slide is special for master students (MIBS & MIFB) in UUM. Also useful for readers who are interested in the topic of contemporary Islamic banking.
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
2. Page 2
What is Science?
The goal of science is to investigate
and understand the natural world, to
explain events in the natural world, and
to use those explanations to make
useful predictions.
1. Science deals only
with the natural world.
2. Scientists:
collect and organize
information in a careful,
orderly way, looking for
patterns and
connections between
events.
3. Scientists propose
___________ that
can be _____ by
examining evidence.
explanations
tested
4. Science is an
organized way of using
evidence to learn about
the natural world.
3. Page 3
How is Science Done?
Science begins with
an __________.
This is the process of
gathering information
about events or
processes in a careful,
orderly way.
observation
Data is the information gathered from making
observations.
4. Page 4
There are two types of data:
Quantitative data are: numbers and are
obtained by counting
or measuring.
Qualitative data are:
descriptions
and involve
characteristics
that cannot be
counted.
5. Page 5
A hypothesis is a
scientific explanation
for a set of
observations.
A hypothesis must be
stated in a way that
makes it “testable”.
The hypothesis is just
a possible answer to a
question, and it must
be thoroughly tested.
6. Page 6
Scientific Methods
The scientific method is:
A series of steps used by scientists to
solve a problem or answer a question.
The Steps to the Scientific Method:
1. Observation / Asking a Question
2. Form a Hypothesis
3. Design a Controlled Experiment
4. Record and Analyze Results
5. Draw Conclusions
7. Page 7
Step 1:
Observation / Asking a
Question
Step 2: Form a Hypothesis
A problem or a question
must first be identified.
How much water can a root
hair absorb?
Why does a plant stem bend
toward the light?
What effect does temperature
have on heart rate?
Hypothesis
A possible explanation
to the question or
problem.
It is simply a prediction and has
not yet been proven or disproven.
It must be stated in a
way that is testable.
A statement is
considered “testable”
if evidence can be
collected that either
does or does not
support it.
8. Page 8
Step 3: Designing a Controlled
Experiment
1. The factors in an experiment that can be changed are called
variables. Some examples of variables would be: Changing the
temperature, the amount of light present, time, concentration of
solutions used.
2. A controlled experiment works with one variable at a time. If
several variables were changed at the same time, the scientist
would not know which variable was responsible for the observed
results.
3. In a “controlled experiment” only one variable is changed at a time. All other variables should
be unchanged or “controlled.”
4. An experiment is based on the comparison between a _____________ with an
__________________.
control group
experimental group
a) These two groups are identical except for one factor.
b) The control group serves as the comparison. It is the same as
the experiment group, except that the one variable that is
being tested is removed.
c) The experimental group shows the effect of the variable that is
being tested.
9. Page 9
Example: In order to test the
effectiveness of a new vaccine, 50
volunteers are selected and divided
into two groups. One group will be the
control group and the other will be the
experimental group. Both groups are
given a pill to take that is identical in
size, shape, color and texture.
Describe the control group.
Describe the experimental group.
What variables are kept constant?
What variable is being changed?
Even though the volunteers are given identical
looking pills, the control group will not actually
receive the vaccine.
This group will receive the vaccine.
The size, shape, color, and texture of
the pill.
Whether or not the pill contains the
vaccine.
10. Page 10
There are two variables in an experiment:
a) The independent
variable is the
variable that is
deliberately
changed by the
scientist.
b) The dependent variable is
the one observed during
the experiment. The
dependent variable is the
data we collect during the
experiment. This data is
collected as a result of
changing the independent
variable.
c) In the above example,
what is the
independent variable?
It is the addition of the
vaccine to the pills that
were given to the
volunteers.
d) In the above example,
what is the dependent
variable?
The observed health
of the people
receiving the pills.
11. Page 11
Step 4: Recording and Analyzing Results
1. The data that has been collected must be
organized and analyzed to determine whether it
is reliable.
2. Does the
data support
or not
support the
hypothesis?
12. Page 12
Step 5: Drawing Conclusions
The evidence from the experiment is used to
determine if the hypothesis is supported or not
supported.
Experiments must be
repeated over and
over. When repeated,
the results should
always be the same
before a valid
conclusion can be
reached.
13. Page 13
Forming a Theory
A theory may
be formed
after the
hypothesis
has been
tested many
times and is
supported by
much
evidence.
Theory:
A broad and
comprehensive
statement of
what is thought
to be true.
A theory is
supported by
considerable
evidence.
14. Page 14
You want to determine the effect
of a certain fertilizer on the
growth of orchids grown in a
greenhouse. Materials that are
available to you include:
greenhouse, 100 orchid plants,
water, fertilizer, and soil. You
want to know if the orchids will
grow best with a weak
concentration of fertilizer, a
medium concentration of fertilizer,
or a high concentration of
fertilizer. How will you design an
experiment to test different
concentrations of this fertilizer?
State your hypothesis:
Possible answer:
I predict that the
orchids will grow best
with a medium
concentration of
fertilizer.
15. Page 15
How will you set up a controlled experiment?
Here is one possibility:
The 100 plants will be divided into 4
groups as follows:
The plants will be
watered daily.
Over a period of a
month, the plants
will be measured
to see which ones
grew the tallest.
Group 1: 25 plants will receive plain water.
Group 2: 25 plants will receive a weak
concentration of fertilizer.
Group 3: 25 plants will receive a medium
concentration of fertilizer.
Group 4: 25 plants will receive a high
concentration of fertilizer.
16. Page 16
Control Group Experimental Group
What is the control
group in this
experiment?
The control group
consists of the 25 plants
that are receiving plain
water.
What is the experimental
group in this experiment?
The experimental group
consists of the 75 plants
that are receiving various
concentrations of
fertilizer.
17. Page 17
In a “controlled experiment”, all variables must be kept constant
except the one variable that is being changed.
What variables must be kept
constant in this experiment?
All plants must receive the same amount of
fluid each day.
All plants are grown in pots of equal size.
All plants are grown at the same temperature.
All plants receive the same amount of
sunlight.
What variable is being changed in this experiment?
The variable being changed is the amount of fertilizer
received by each group of plants.
18. Page 18
Group 1 (Control Group): Grew to an average height of 15 cm.
Group 2 (Weak conc.): Grew to an average height of 35 cm.
Group 3 (Medium conc.): Grew to an average height of 28 cm.
Group 4 (High conc.): Grew to an average height of 10 cm.
Is your hypothesis supported or not supported
by these results?
We hypothesized that the orchids would grow
best with a medium concentration of fertilizer.
The results do not support this.
The results do not support our hypothesis.
19. Page 19
Group 1 (Control Group): Grew to an average height of 15 cm.
Group 2 (Weak conc.): Grew to an average height of 35 cm.
Group 3 (Medium conc.): Grew to an average height of 28 cm.
Group 4 (High conc.): Grew to an average height of 10 cm.
What is your conclusion based on these
results?
Orchids grow best with a weak
concentration of fertilizer.
At medium to high concentrations, plant
growth is inhibited.
20. Page 20
Analysis Questions
Why is it important to have a large sample
size in any experiment?
It is important to test a large sample
in order to get a true picture of the
results of the experiment. If the
sample size is too small, an
inaccurate conclusion may be
reached. Results obtained by
testing a large number of
individuals would be much more
accurate than if only a few
individuals had been tested.
21. Page 21
Analysis Questions
Why is it important to repeat the
experiment many times?
Experiments should be
repeated to see if the
same results are
obtained each time. This
gives validity to the test
results.
22. Page 22
Analysis Questions
What is the importance of the control?
The control shows what will
happen when the
experimental factor is omitted.
Without the control, there
would be no basis for
comparison and you would
not know how the
experimental factor affected
the results.
23. Page 23
Analysis Questions
How is a theory different than a
hypothesis?
A hypothesis is an “educated
guess” that is testable through
observations and experimentation.
A theory is a broad statement of
what is believed to be true based
on many experiments and
considerable amounts of data.
24. Page 24
Analysis Questions
Why is it so important that a scientist
accurately describes the procedure
used in the experiment?
It allows other
scientists to repeat
the experiment and
verify the results.
25. Page 25
Analysis Questions
What is the difference between the
independent and the dependent
variables in an experiment?
The independent variable is the
variable that is deliberately changed
by the scientist. The dependent
variable is the one observed during
the experiment. The dependent
variable is the data we collect during
the experiment.
26. Page 26
Analysis Questions
In a “controlled experiment”, why must
all of the variables, except one, be kept
constant throughout the experiment?
If several variables were
changed at the same time, the
scientist would not know which
variable was responsible for the
observed results.