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by. Suharno Usman
Biostatistics
2nd meeting
Definition
Statistics • Statistics is the study of how to collect, organizes, analyze, and Interpret
data (Statistika – Bahasa).
• Statistics is the science of making effective use of numerical data which
is related to collection, analysis and interpretation of data.
"Statistics" is defined as a collection of numbers resulting from
measurements or calculations called data
UU RI no.7 (1960) Information in the form of numbers that provide a reasonable description of
all the characteristics of activities or conditions of Indonesian society
For example: population statistics are a collection of numbers (population
problems); Health statistics are a collection of numbers (health problems).
Streiner & Norman (2015).
UU RI No.7 (1960).
The relationship between statistics with research
1. Statistics plays a vitally important role in the research.
2. It help to answer important research questions and
field in study.
3. Helps you understand how to apply statistical method.
4. Important to understand what tools are suitable for a
particular research study.
5. Statistics enables to understand specified statistical
concepts and procedures.
Descriptive statistics are
techniques which help the
investigator to organize,
summarize and describe
measures of a sample.
Descriptive Statistics
01
Inferential Statistics
02
The inferential approach helps
to decide whether the outcome
of the study is a result of
factors planned within the
design of the study or
determined by chance.
There are two approaches to the statistical analysis of data
TYPES OF STATISTICS
Descriptive Statistics
 Descriptive statistics are activities starting from data
collection to obtaining information by presenting and
analyzing the data that has been collected.
 Information obtained from descriptive statistics such as
data concentration (mean, median, mode), data
distribution (range, average deviation, variance and
standard deviation).
Inferential Statistics
 Inferential statistics studies how to analyze
data and draw conclusions (related to
parameter estimation and hypothesis
testing).
 This method is often called inductive
statistics because the conclusions drawn are
based on information from some data.
 Inferential statistics is divided into two
groups, namely parametric and non-
parametric statistics
Biostatistics
 Biostatistics is the use of statistical techniques to solve human-
centred health problems.
 The use of statistics in the study of biology is known as
biostatistics.
 Since both are intimately tied to the study of biology,
biostatistics is also commonly employed in the medical and
health fields.
 In the meantime, probability theory serves as the foundation for
the mathematical field of statistics, which is heavily utilized in
decision-making
 Medical
 Population
 Environmental health
 Occupational health
 Health administration
 Nutrition
SCOPE OF BIOSTATISTICS
Statistcs Functions
 As a tool to collect, process, analyse and conclude
results.
 Statistics can increase efficiency by limiting and
confirming ways of working and thinking.
 Statistics can summarize research results in a
simple and easy to understand form.
 Statistics can provide a basis for interpretation and
drawing conclusions.
 Statistics can provide an overview of a forecast for
the future.
 Statistics can test/analyze causal factors and
differences between a number of complex and
complicated factors.
 Calculate the sample size.
 Test the validity and reliability of the instrument
 Techniques for presenting data, including tables,
graphs
 Tools for analyzing data such as testing proposed
research hypotheses.
THE ROLE OF STATISTICS IN
RESEARCH
USES OF STATISTICS IN THE HEALTH & NURSING
FIELD
a. Determine the existence and magnitude of a public health and nursing care
problem.
b. Measuring important events / Vital Events that occur in society.
c. Determine problem priorities and choose alternative solutions to health and
nursing care problems efficiently.
d. Make a health program plan.
e. Conduct an evaluation of the implementation of health and nursing care
programs.
f. Documentation for future comparisons.
g. Conduct research on unknown health problems or test the truth of a health
and nursing care problem.
h. Providing information about health to the public / Scientific publications
Uses of Statistics in The Health & Nursing
Field
i. Measuring community health status and understand the health
and nursing care problems that exist in various groups of
society.
j. Compare the public health status in one region with another
region over the current and past time periods.
k. Predict future health status.
l. Predict waste generation so that it plans a solution
m. Formulate health planning and administration systems.
1. Problem limitation
2. Data collection
3. Data processing
4. Data analysis
5. Presentation of information
STEPS OF STATISTICAL METHOD
1. Limit the problem within the boundaries of What (what),
who (who/subject), when (when), where (where), and
how (the statistical measure sought) are known
(4W+1H).
2. Possibility of using quantitative (statistical) methods to
solve the problem as well as the possibility of a lot of
data (not single).
In the steps of statistical methods, the basic thing that needs to be
done is to describe the problem solves with statistical methods.
Limiting this problem, there are two basic things, namely:
 Ating Somantri, Sambas Ali Muhidin, 2006. Aplikasi Statistika dalam Penelitian, Penerbit Pustaka
Setia Bandung.
 Boediono, Wayan Koster, 2008. Teori dan Aplikasi statiska & Probabilitas, Remaja Rosdakarya,
Bandung.
 Grace E.C. Korompis, 2014. Biostatistik Untuk Keperawatan, Penerbit Buku Kedokteran EGC.
 Streiner, David L., Geoffrey R. Norman, and John Cairney, Health Measurement Scales: A practical
guide to their development and use, 5 edn (Oxford,
2015). https://doi.org/10.1093/med/9780199685219.001.0001
Reference
1. Explain the definition of Statistics?
2. Is "Statistics the same as Statistics" and provide an explanation?
3. Explain the meaning and objectives of Biostatistics!
4. Explain the role of statistics in research!
5. Explain the use of statistics in the health sector!
6. What benefits can prospective undergraduate students take from studying
statistics?
HOME WORK
Our curriculum
Design and analysis
Venus has a beautiful
name and is the second
planet from the Sun
Statistical inference
Mercury is the closest
planet to the Sun and the
smallest of them all
Microbiology
Saturn is a gas giant and
is composed mostly of
hydrogen and helium
Coursework example
Health systems
Venus is the second
planet from the Sun
Programming
Mercury is the closest
planet to the Sun
Biostatistics
Jupiter was named after
a Roman god
Analytic methods
Saturn is composed of
hydrogen and helium
Despite being red, Mars
is a cold place
Clinical research
Neptune is the farthest
planet from the Sun
Medical studies
Awesome
words
Functional and mechanical properties
Health Tech
Venus has a beautiful name and is
the second planet from the Sun
Artificial Tech
Mars is actually a cold place and is
full of iron oxide dust
Medical Tech
Mercury is the closest planet to the
Sun and the smallest one
Biostatistics
Saturn is a gas giant and is
composed mostly of hydrogen
To reinforce the concept,
try using an image
Images reveal large amounts of data, so
remember: use an image instead of a long text.
Your audience will appreciate it
Degree structure
Biostatistics
Semester 1 Semester 3
Semester 2
● Insert your text
● Insert your text
● Insert your text
● Insert your text
● Insert your text
● Insert your text
● Insert your text
● Insert your text
● Insert your text
A picture is worth a thousand words
Courses Hours Credit Cost
BMH001 Foundations of biostatistics 3 10
$210 per
credit
BMH002 Analytics Methods 5 25
$210 per
credit
BMH003 Clinical research 3 10
$210 per
credit
Our program
Areas of action
Biochemistry
Saturn is composed
mostly of hydrogen
Physiology
Mercury is the closest
planet to the Sun
Neurobiology
Venus is the second
planet from the Sun
14% 32%
26% Biomolecular
Despite being red,
Mars is very cold
28%
Follow the link in the graph to modify its data and then paste the new one here. For more info, click here
4,498,300
Big numbers catch your audience’s attention
5,540.00
research papers in 2022
3,100,000
new graduates around the world
750k
new followers of our community
2,500.00
associated centers for work practices
Interest for biostatistics research
Mathematics
Mercury is the closest
planet to the Sun
Statistics
Venus is the second
planet from the Sun
Research
Despite being red, it’s
actually a cold place
80% 75% 93%
Important dates
Mars 1
It’s the start date
of the classes
Mars 21
Science and
Statistics Week
Mon Tue Wed Thu Fri Sat Sun
01 02 03 04 05
06 07 08 09 10 11 12
13 14 15 16 17 18 19
20 21 22 23 24 25 26
27 28 29 30 31
Admission process
Admission
Neptune is very far
away from the Sun
Validation
Saturn is composed of
hydrogen and helium
Mercury is the smallest
planet of them all
Confirmation
Nivel Test
Despite being red, Mars
is a cold place
1st 2nd 3rd 4th
Career options
Biophysics
Biostatistics
Analytic method
Programming
Neptune is an ice giant
Mars is a cold planet
Saturn is a gas giant
Mercury is the
smallest planet of
them all
Most important universities
Degree
Mars is a very
cold place
Master
Venus has a
beautiful name
Difference between MPH and MS
Venus
Venus is the second
planet from the Sun
Jupiter
It’s the biggest planet in
the Solar System
Despite being red, Mars
is actually a cold place
Mercury
Mercury is the smallest
planet of them all
Mars
MPH vs. MS biostatistics interest
MPH
Mars is actually a very
cold place in the System
MS
Venus is the second
planet from the Sun
Follow the link in the graph to modify its data and then paste the new one here. For more info, click here
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You can replace the image on
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Mobile web
You can replace the image on
the screen with your own work.
Just right-click on it and select
“Replace image”
Our team
Susan Timmy
You can speak a bit about
this person here
Timmy Doe
You can speak a bit about
this person here
Rachel Smith
You can speak a bit about
this person here
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Biostatistics Master’s Degree by Slidesgo.pptx

  • 2. Definition Statistics • Statistics is the study of how to collect, organizes, analyze, and Interpret data (Statistika – Bahasa). • Statistics is the science of making effective use of numerical data which is related to collection, analysis and interpretation of data. "Statistics" is defined as a collection of numbers resulting from measurements or calculations called data UU RI no.7 (1960) Information in the form of numbers that provide a reasonable description of all the characteristics of activities or conditions of Indonesian society For example: population statistics are a collection of numbers (population problems); Health statistics are a collection of numbers (health problems). Streiner & Norman (2015). UU RI No.7 (1960).
  • 3. The relationship between statistics with research 1. Statistics plays a vitally important role in the research. 2. It help to answer important research questions and field in study. 3. Helps you understand how to apply statistical method. 4. Important to understand what tools are suitable for a particular research study. 5. Statistics enables to understand specified statistical concepts and procedures.
  • 4. Descriptive statistics are techniques which help the investigator to organize, summarize and describe measures of a sample. Descriptive Statistics 01 Inferential Statistics 02 The inferential approach helps to decide whether the outcome of the study is a result of factors planned within the design of the study or determined by chance. There are two approaches to the statistical analysis of data TYPES OF STATISTICS
  • 5. Descriptive Statistics  Descriptive statistics are activities starting from data collection to obtaining information by presenting and analyzing the data that has been collected.  Information obtained from descriptive statistics such as data concentration (mean, median, mode), data distribution (range, average deviation, variance and standard deviation).
  • 6. Inferential Statistics  Inferential statistics studies how to analyze data and draw conclusions (related to parameter estimation and hypothesis testing).  This method is often called inductive statistics because the conclusions drawn are based on information from some data.  Inferential statistics is divided into two groups, namely parametric and non- parametric statistics
  • 7. Biostatistics  Biostatistics is the use of statistical techniques to solve human- centred health problems.  The use of statistics in the study of biology is known as biostatistics.  Since both are intimately tied to the study of biology, biostatistics is also commonly employed in the medical and health fields.  In the meantime, probability theory serves as the foundation for the mathematical field of statistics, which is heavily utilized in decision-making
  • 8.  Medical  Population  Environmental health  Occupational health  Health administration  Nutrition SCOPE OF BIOSTATISTICS
  • 9. Statistcs Functions  As a tool to collect, process, analyse and conclude results.  Statistics can increase efficiency by limiting and confirming ways of working and thinking.  Statistics can summarize research results in a simple and easy to understand form.  Statistics can provide a basis for interpretation and drawing conclusions.  Statistics can provide an overview of a forecast for the future.  Statistics can test/analyze causal factors and differences between a number of complex and complicated factors.
  • 10.  Calculate the sample size.  Test the validity and reliability of the instrument  Techniques for presenting data, including tables, graphs  Tools for analyzing data such as testing proposed research hypotheses. THE ROLE OF STATISTICS IN RESEARCH
  • 11. USES OF STATISTICS IN THE HEALTH & NURSING FIELD a. Determine the existence and magnitude of a public health and nursing care problem. b. Measuring important events / Vital Events that occur in society. c. Determine problem priorities and choose alternative solutions to health and nursing care problems efficiently. d. Make a health program plan. e. Conduct an evaluation of the implementation of health and nursing care programs. f. Documentation for future comparisons. g. Conduct research on unknown health problems or test the truth of a health and nursing care problem. h. Providing information about health to the public / Scientific publications
  • 12. Uses of Statistics in The Health & Nursing Field i. Measuring community health status and understand the health and nursing care problems that exist in various groups of society. j. Compare the public health status in one region with another region over the current and past time periods. k. Predict future health status. l. Predict waste generation so that it plans a solution m. Formulate health planning and administration systems.
  • 13. 1. Problem limitation 2. Data collection 3. Data processing 4. Data analysis 5. Presentation of information STEPS OF STATISTICAL METHOD
  • 14. 1. Limit the problem within the boundaries of What (what), who (who/subject), when (when), where (where), and how (the statistical measure sought) are known (4W+1H). 2. Possibility of using quantitative (statistical) methods to solve the problem as well as the possibility of a lot of data (not single). In the steps of statistical methods, the basic thing that needs to be done is to describe the problem solves with statistical methods. Limiting this problem, there are two basic things, namely:
  • 15.  Ating Somantri, Sambas Ali Muhidin, 2006. Aplikasi Statistika dalam Penelitian, Penerbit Pustaka Setia Bandung.  Boediono, Wayan Koster, 2008. Teori dan Aplikasi statiska & Probabilitas, Remaja Rosdakarya, Bandung.  Grace E.C. Korompis, 2014. Biostatistik Untuk Keperawatan, Penerbit Buku Kedokteran EGC.  Streiner, David L., Geoffrey R. Norman, and John Cairney, Health Measurement Scales: A practical guide to their development and use, 5 edn (Oxford, 2015). https://doi.org/10.1093/med/9780199685219.001.0001 Reference
  • 16. 1. Explain the definition of Statistics? 2. Is "Statistics the same as Statistics" and provide an explanation? 3. Explain the meaning and objectives of Biostatistics! 4. Explain the role of statistics in research! 5. Explain the use of statistics in the health sector! 6. What benefits can prospective undergraduate students take from studying statistics? HOME WORK
  • 17. Our curriculum Design and analysis Venus has a beautiful name and is the second planet from the Sun Statistical inference Mercury is the closest planet to the Sun and the smallest of them all Microbiology Saturn is a gas giant and is composed mostly of hydrogen and helium
  • 18. Coursework example Health systems Venus is the second planet from the Sun Programming Mercury is the closest planet to the Sun Biostatistics Jupiter was named after a Roman god Analytic methods Saturn is composed of hydrogen and helium Despite being red, Mars is a cold place Clinical research Neptune is the farthest planet from the Sun Medical studies
  • 20. Functional and mechanical properties Health Tech Venus has a beautiful name and is the second planet from the Sun Artificial Tech Mars is actually a cold place and is full of iron oxide dust Medical Tech Mercury is the closest planet to the Sun and the smallest one Biostatistics Saturn is a gas giant and is composed mostly of hydrogen
  • 21. To reinforce the concept, try using an image Images reveal large amounts of data, so remember: use an image instead of a long text. Your audience will appreciate it
  • 22. Degree structure Biostatistics Semester 1 Semester 3 Semester 2 ● Insert your text ● Insert your text ● Insert your text ● Insert your text ● Insert your text ● Insert your text ● Insert your text ● Insert your text ● Insert your text
  • 23. A picture is worth a thousand words
  • 24. Courses Hours Credit Cost BMH001 Foundations of biostatistics 3 10 $210 per credit BMH002 Analytics Methods 5 25 $210 per credit BMH003 Clinical research 3 10 $210 per credit Our program
  • 25. Areas of action Biochemistry Saturn is composed mostly of hydrogen Physiology Mercury is the closest planet to the Sun Neurobiology Venus is the second planet from the Sun 14% 32% 26% Biomolecular Despite being red, Mars is very cold 28% Follow the link in the graph to modify its data and then paste the new one here. For more info, click here
  • 26. 4,498,300 Big numbers catch your audience’s attention
  • 27. 5,540.00 research papers in 2022 3,100,000 new graduates around the world 750k new followers of our community 2,500.00 associated centers for work practices
  • 28. Interest for biostatistics research Mathematics Mercury is the closest planet to the Sun Statistics Venus is the second planet from the Sun Research Despite being red, it’s actually a cold place 80% 75% 93%
  • 29. Important dates Mars 1 It’s the start date of the classes Mars 21 Science and Statistics Week Mon Tue Wed Thu Fri Sat Sun 01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31
  • 30. Admission process Admission Neptune is very far away from the Sun Validation Saturn is composed of hydrogen and helium Mercury is the smallest planet of them all Confirmation Nivel Test Despite being red, Mars is a cold place 1st 2nd 3rd 4th
  • 31. Career options Biophysics Biostatistics Analytic method Programming Neptune is an ice giant Mars is a cold planet Saturn is a gas giant Mercury is the smallest planet of them all
  • 32. Most important universities Degree Mars is a very cold place Master Venus has a beautiful name
  • 33. Difference between MPH and MS Venus Venus is the second planet from the Sun Jupiter It’s the biggest planet in the Solar System Despite being red, Mars is actually a cold place Mercury Mercury is the smallest planet of them all Mars
  • 34. MPH vs. MS biostatistics interest MPH Mars is actually a very cold place in the System MS Venus is the second planet from the Sun Follow the link in the graph to modify its data and then paste the new one here. For more info, click here
  • 35. Desktop software You can replace the image on the screen with your own work. Just right-click on it and select “Replace image”
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  • 37. Mobile web You can replace the image on the screen with your own work. Just right-click on it and select “Replace image”
  • 38. Our team Susan Timmy You can speak a bit about this person here Timmy Doe You can speak a bit about this person here Rachel Smith You can speak a bit about this person here
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