welcome to fcsc-101 "the important thing in science is not so much to obtain new facts as to...

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Welcome to FCSC- 101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence Bragg NEW CORE CURRICULUM: FOUNDATIONS OF THE SCIENTIFIC PROCESS

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Page 1: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Welcome to FCSC-101

"The important thing in science is not so much to obtain new facts as to discover new ways of thinking

about them."  --- William Lawrence Bragg

NEW CORE CURRICULUM: FOUNDATIONS OF THE SCIENTIFIC PROCESS

Page 2: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

1. Use theories and models as unifying principles that help us understand natural phenomena and make predictions.2. Use graphical and numerical methods to analyze, organize, and interpret natural phenomena.3. Formulate hypotheses, identify relevant variables, and design hypothetical experiments to test hypotheses.4. Recognize the difference between a cause-and-effect relationship and a correlation, and apply that knowledge to data analysis.

Course Learning Objectives

Page 3: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

5. Formulate and ask relevant questions about course material. 6. Illustrate the interdependencies among science, including basic and applied research, technology, ethics, and society.7. Evaluate the credibility of sources and information.8. Communicate clearly in writing, speaking, and through the visual display of data.9. Collaborate effectively as a member of a team.

Course Learning Objectives (cont)

Page 4: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

How You Will be Assessed

Weekly Pre Class Quiz (based on Readings)

Weekly Homework Assignments•Short answer questions•Multiple choice questions•Data analysis assignments, and/or•Posing questions

20%

Science in the News •(3 short writing assignments: 5% each)

15%

Class Participation 5%Group Research Project •(group effort due at the end of the semester)

20%

Midterm Exam 15%Final Exam 25%

Page 5: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

When Is Stuff Due?All assignments will be posted on a weekly basis to the course Blackboard site, under the “Assignments” folder.

It is your responsibility to check this folder every week.

Page 6: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

What If I Hand Stuff In Late?

All of the assignments should be turned in during the class session on the day they are due (not e-mailed).

E-mailed assignments are acceptable only and only if you cannot make it to class (for excusable reasons).

Page 7: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

What If I Hand Stuff In Late?

No late work will be accepted during or after Week 14.

Days Late Maximum Points

0 10 points

1 – 7 5 points

> 7 3 points

Page 8: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Can I Cut This Class?Attendance at all class sessions is required.

This class is highly participatory and interactive.

If you are absent on a given day, you will receive a zero for any activities completed in class that day; large numbers of absences will undoubtedly hurt your grade.

Page 9: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

introduce you to the scientific literature and to current areas of scientific research

identify different elements of the scientific process

convey your understanding of the scientific process in writing

personalize the course to your interests

Science in the News

Page 10: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

http://www.sciencedaily.com/

Read research summaries that interest

you & choose one for this assignment

Type one page report

Turn in summary plus copy of the article

Total of 3 reports are due this semester

Science in the News

Page 11: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Science in the News

Acceptable Sources of Information for Science in the News

Page 12: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Report should contain:

1. Who did the research, and where are they located?

2. What were they investigating?3. Briefly summarize their findings in your

own words.4. Explain the significance of their results.

Paraphrase, do not quote.

Page 13: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Example:

Page 14: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Who did the research, and

where ?

Example:

Page 15: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

What were they

investigating?

Example:

Page 16: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Summary

of findings

Example:

Page 17: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Significance

Example:

Page 18: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

zoom-inzoom-in

Microscopic Microscopic WorldWorld

zoom-outzoom-out

Macroscopic Macroscopic WorldWorld

Motto: “Something for Everyone”

Page 19: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

What Aspects of Science Fascinate Me?

Page 20: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

What Aspects of Science Fascinate Me?

Structural proteins

Storageproteins

Contractile proteins

Transport proteins

signalingantibodiesenzymes

Page 21: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

What Aspects of Science Fascinate Me?

http://www.cytochemistry.net/cell-biology/ribosome.htm

Page 22: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Getting to know You…Getting to know You…

1. First Name / Preferred Name

2. Hometown (country)

3. Most probable Major

4. Area of Science that interests you

5. One hobby / interest

Page 23: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

http://www.youtube.com/watch?v=kO8x8eoU3L4

“Five Minute University”

Foundations of Scientific Process:

fundamental content-knowledge tactics in thinking & analyzing that should remain memorable

"The important thing in science is not so much to obtain new facts as to discover new "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them."  ways of thinking about them."                                                                                     --- William Lawrence Bragg                                                                                   --- William Lawrence Bragg

"The important thing in science is not so much to obtain new facts as to discover new "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them."  ways of thinking about them."                                                                                     --- William Lawrence Bragg                                                                                   --- William Lawrence Bragg

““The value of education …is not the learning of many facts, but the training of the mind to The value of education …is not the learning of many facts, but the training of the mind to think something that cannot be learned from textbooks."  think something that cannot be learned from textbooks."                                                                                     --- Albert Einstein                                                                                   --- Albert Einstein

““The value of education …is not the learning of many facts, but the training of the mind to The value of education …is not the learning of many facts, but the training of the mind to think something that cannot be learned from textbooks."  think something that cannot be learned from textbooks."                                                                                     --- Albert Einstein                                                                                   --- Albert Einstein

Page 24: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Next time…Next time…

What is Science?

NEW CORE CURRICULUM: FOUNDATIONS OF THE SCIENTIFIC PROCESS

Page 25: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence
Page 26: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

What is Science?

NEW CORE CURRICULUM: FOUNDATIONS OF THE SCIENTIFIC PROCESS

Page 27: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

ScienceScienceis concerned with

investigating and making sense out of the

environment and trying to predict future observations.

Page 28: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

The Scientific MethodThe Scientific Method

Page 29: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Fundamental Assumption of Science

Scientists generally accept the notion that an objective reality exists and that

it can be “sampled” by making measurements that produce the data.

Quantification + meaningful units

Page 30: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

The Scientific Method In Detail

Page 31: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

The Scientific Method In Detail

active observation experimentation

Results in quantification with meaningful units

Page 32: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

The Scientific Method In Detail

Page 33: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

A Hypothesis is a tentative thought-derived or experiment-derived explanation & prediction.

Mental construct

Testable

InvalidOr

Not Invalid

After collecting the data, explanations/interpretations can come from combination After collecting the data, explanations/interpretations can come from combination of obtained data with imaginative thinking or educated guessingof obtained data with imaginative thinking or educated guessing

Page 34: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

The Scientific Method In Detail

Page 35: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

The Scientific Method In Detail

Science is falsifiable

Page 36: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

So…Let’s say we wanted to know what

the climate of NYC was year round

Page 37: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Based on this observation you might say that the climate of NYC is temperate not

tropical

Page 38: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

You can predict that a tropical tree wouldn’t survive well in NYC.

How would you test this?

Page 39: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Our Central Park excursion continues…

Maybe you want to measure the circumferences of different species of treesWhen you collect your data, you need the data you collect to be in well

defined units.

Page 40: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Units are a well defined and agreed upon

referent(given property in terms of another, more

familiar object)

Page 41: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

There Are Two Systems of Units in Use Today

English system•Many units based upon parts of the human body

Metric (SI) system• Established in 1791• 7 base units:

• meter (m)• kilogram (kg)• second (s)• ampere (A) • kelvin (K)• mole (mol) • candela (cd)

• all other units derive from these

Page 42: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Units and Unit ConversionsThe metric/US customary units mix-up in 1999 $125 million Mars Climate Orbiter was lost !

Sometimes We Need to Convert Between These Two Systems

Page 43: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

All measurements

include uncertainty or

“error”

Page 44: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

There are two types of error…

Systematic Error: is a bias in your measurement method; systematic shift of the mean (average) in one direction or another

Random Error: is due to “random” perturbations in your measurement; intrinsic variability that comes from taking independent measurements

Page 45: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

We deal with the two types of errors differently

Systematic ErrorsSought after & suppressed

Random Error: Cannot be suppressed, Can be accounted for… That’s why we take multiple independent measurements

Page 46: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

How to deal with systematic errors: Change the method

Instrument Error

Method ErrorPersonal Error

Parallax error is introduced as we may read values at an angle.

Page 47: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

How to deal with random errors: take multiple measurements

Page 48: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Take Home:Units

ConversionsThere’s always uncertainty

Page 49: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Choosing the right instruments

There’s a right tool for every job Even though we often think of our senses as reliable, often they are

anything but…

Page 50: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Color Contrast

Green and orange same on blue and yellow background

Science is in a search for an objective view / understandingScience is in a search for an objective view / understanding of the worldof the world

Page 51: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Color Contrast

Green and orange same on blue and yellow background

Page 52: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

TEST

How can you convince yourself?

Page 53: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Experiments represent a re-creation of an event or Experiments represent a re-creation of an event or occurrence, & enables us to test a hypothesis. occurrence, & enables us to test a hypothesis.

Experiments are controlledExperiments are controlled

Page 54: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Role of ExperimentsStudies a phenomenon under known conditions

Allows you to predict what will happen if a hypothesis is not wrong

Can never prove a hypothesis 100% correct

Page 55: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Experimental Design Control group

A standard for comparisonIdentical to experimental group except for the variable being studied

Sampling errorNon-representative sample skews resultsMinimize by using large samples

Page 56: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Fig. 1.10, p. 12

CONTROL GROUPThe variable being

tested is absent

EXPERIMENTAL GROUPThe variable beingtested is present

Draw samples from some aspect of nature

Compile results Compile results

Compare and analyze the test results

Report on experimental design, test results, and conclusions drawn from

results

Page 57: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Experiment 1Hypothesis - Bacteriophages can protect mice against infectious bacteria

Prediction - Mice injected with bacteriophages will not die as a result of bacterial injection

Page 58: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Experiment 1 - Test•Experimental group Inject with bacteria and bacteriophage

•Control group

Inject with bacteria and saline

Page 59: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Experiment 1 - Results & Conclusion

Experimental group All mice lived

Control groupAll mice died

Conclusion - Bacteriophage injections protect mice against bacterial infections

Page 60: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Experiment 2Prediction - Bacteriophage injections will be more effective treatment than single dose of the

antibiotic streptomycin

Test - Mice injected with bacteria, then with saline, streptomycin, or bacteriophage

Page 61: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Experiment 2 - ResultsWhen 2nd injection was:

Bacteriophage - 11 of 12 mice lived60mg/gm streptomycin - 5 of 12 lived100mg/gm streptomycin - 3 of 12 livedSaline - all mice died

Conclusion - Bacteriophage treatment can be as good or better than antibiotics

Page 62: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Minimizing VariablesAll mice were same age and sex, reared under same conditionsEach mouse in each test group received exact same treatmentAll mice in control group received same amount of salineVariable tested was antibiotic treatment versus bacteriophage treatment

Page 63: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Science Science a given investigation typically “fuels” a new investigation a given investigation typically “fuels” a new investigation

ScienceScience is concerned with investigating and making sense out of the is concerned with investigating and making sense out of the environment and trying to predict future observations.environment and trying to predict future observations.

Page 64: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence
Page 65: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

An example of the Scientific Process is Rutherford’s Test of the “Plum Pudding” model of the Atom.

Page 66: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

So What’s the Difference Between a Theory & a Law?

LAWS are general statements, often mathematical, of a body of observations. Laws do not attempt to explain how or why; they only summarize.

THEORIES are explanations for the body of observations. A Theory gives us a reason why an experiment had a particular outcome. Scientists use theories to extend the body of observations in new directions.

Page 67: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Models are human constructs that attempt to incorporate the essential ingredients of a natural process or system

and to make predictions about future behavior

Models provide a conceptual framework for interpreting the data we collect. They help understand what is happening in the otherwise to us invisible world.

Page 68: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

In Class Activity:

What’s Inside the Black Box?

Page 69: Welcome to FCSC-101 "The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." --- William Lawrence

Theories and Scientific LawsScience vs. Pseudoscience

NEW CORE CURRICULUM: FOUNDATIONS OF THE SCIENTIFIC PROCESS

Next week…Next week…