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Instrumentasi dalam
Penelitian
Irman Somantri, S.Kp. M.Kep.
9/20/2023 irman/Instrumentasi Pasca 1
9/20/2023 irman/Instrumentasi Pasca 2
Konsep Teori
Pengukuran
Sifat
Pengukuran
Kesalahan
Pengukuran
Tingkat Skala
Pengukuran
Reliabilitas
Validitas
3
Pembagian Data
Cara
Memperoleh
Data
Primer
Data
Sekunder
Sumber
Data
Internal
Data
Ekternal
Waktu
Pengumpulan
Data Time
Series
Data Cross
Section
Sifat
Data
Kualitatif
Data
Kuantitatif
9/20/2023 irman/Instrumentasi Pasca 4
Existing Data vs Original Data
• Existing Data
• Historical Document : periodicals, diaries, letters, newspapers, minutes of
meetings, medical documents, reports, and so forth.
• secondary analysis
• Original Data
• Researchers using records have to assemble the data set, and considerable coding
and data manipulation usually are necessary
9/20/2023 irman/Instrumentasi Pasca 5
Dimention of Data Collection Approach
Structure Structured methods give participants limited opportunities to qualify their answers or to explain the
underlying meaning of their responses
Little or no structure and to provide participants with opportunities to reveal information in a naturalistic
way
Quantifiability Data that will be subjected to statistical analysis must be gathered in such a way that they can be quantified
researcher
obtrusiveness
Data collection methods differ in the degree to which people are aware of their status as participants
If people are aware of their role in a study, their behavior and responses may not be “normal,” and
distortions can undermine the value of the research
Objectivity Refers to the degree to which two independent researchers can arrive at similar “scores” or make similar
observations regarding the concept of interest, that is, make judgments regarding participants’ attributes
or behavior that are not biased by personal feelings or beliefs
9/20/2023 irman/Instrumentasi Pasca 6
Measurement
Data
Collection
9/20/2023 irman/Instrumentasi Pasca 7
Identifying Data Needs
1. Testing the hypotheses or addressing the research questions.
2. Describing sample characteristics.
3. Controlling extraneous variables.
4. Analyzing potential biases.
5. Understanding subgroup effects.
6. Interpreting results.
7. Checking the manipulation
8. Obtaining administrative information
9/20/2023 irman/Instrumentasi Pasca 8
Selecting Type Measures
• Type
• Single Measures
• Multiple/ Combine Measures
• Making Decision
• Research Consideration
• Ethical Consideration
• Cost Constraints
• time pressures,
• the availability of appropriate staff to help with data collection,
• the anticipated burden to participants and others, such as hospital staff or
participants’ families
9/20/2023 irman/Instrumentasi Pasca 9
Selecting & Developing Instruments
Resources
Availability and
familiarity.
Norms and
comparability.
Population
appropriateness.
Administration
Issues
Reputation
9/20/2023 irman/Instrumentasi Pasca 10
Instrumentasi
Tujuan
Test
• Tertulis
• Performance-type
instruments
Non Test
Klasifikasi
Pemberi
Informasi
Langsung dr peneliti
Langsung dari Subjek
Penelitian
Dari informan
Asal Instrumen
Dari Peneliti
Inventory
• Adopsi
• Adaptasi
9/20/2023 irman/Instrumentasi Pasca 11
IMPLEMENTING A DATA COLLECTION
PLAN IN A QUANTITATIVE STUDY
1. Selecting Research Personnel
• Experience.
• Congruity with sample characteristics.
• Unremarkable appearance.
• Personality.
• Availability
2. Training Data Collectors
9/20/2023 irman/Instrumentasi Pasca 12
Collecting Data in Qualitative Research
Issue Ethnography Phenomenology Grounded Theory
Type of Data Primarily Observation & Interviews,
plus artifacts, documents,
photographs, genealogies, maps,
social network diagrams
Primarily in-depth interviews,
sometimes diaries, other
written materials
Primarily individual interviews,
sometimes group interviews,
observation, participant
journals, documents
Unit of Data Collecition Cultural Systems Individuals Individuals
Data Collection Points Mainly Longitudinal Mainly Cross-sectional Cross Sectional or Longitudinal
Length of time for data
collection
Typically long, many months or
years
Typically moderate Typically moderate
Data Recording Field notes, logs, interview
notes/recording
interview notes/recording interview notes/recording,
memoing, observational notes
Salient field issues Gaining entrée, reactivity,
determining a role, learning how to
participate, encouraging candor &
other interview logistics, loss of
objectivity, premature exit
reflexivity
Bracketing one’s views, building
rapport, encouraging candor,
listening while preparing what
to ask next, keeping “on track”,
handling emotionality
Building rapport, encouraging
candor, listening while
preparing what to ask next,
keeping “on track”, handling
emotionality
9/20/2023 irman/Instrumentasi Pasca 13
Instrumentasi
Major Type Data
Collection
Self Report
Biophysiologic
Measure
Observasi
Desain
Pengukuran
Guttman
Likert
Osgood/
Semantic
Rating
Visual Analoque
9/20/2023 irman/Instrumentasi Pasca 14
Self Report
9/20/2023 irman/Instrumentasi Pasca 15
Jenis
Qualitative
• Unstructured Interviews
• Structured Interviews
• Semi Structured Interviews
• Focus Group Interviews
• Joint Interviews
• Life Histories
• Oral Histories
• Critical Incidents
• Diaries & Journal
Quantitative
• Open & Closed Questions
• Questionnaires
• Interviews
9/20/2023 irman/Instrumentasi Pasca 16
Composites Scales
• Likert Scale
• Semantic Differential Scales
• Rating Scale
9/20/2023 irman/Instrumentasi Pasca 17
Pengukuran Secara Observasi
Techniques for acquiring research data through the direct observation and recording of
phenomena.
9/20/2023 irman/Instrumentasi Pasca 18
Phenomena Amenable to Observation
1. Characteristics and conditions of individuals.
2. Activities and behavior
3. Skill attainment and performance
4. Verbal/non verbal communication
5. Environmental Characteristics
9/20/2023 irman/Instrumentasi Pasca 19
Unit of Observations
Molar Approach
•Observing large
units of behavior
and treating them
as a whole
Molecular Approach
•Uses small, highly
specific behaviors
as observational
units
9/20/2023 irman/Instrumentasi Pasca 20
Structured Observation
• Categories & Checklist
• Using Category systems
• Checklists for Exhaustive Systems
• Checklists for Nonexhaustive Systems
• Rating Scale
9/20/2023 irman/Instrumentasi Pasca 21
Biophysiologic Measures
9/20/2023 irman/Instrumentasi Pasca 22
Purposes of Biophysiologic Measures
1. Basic physiologic processes
2. Physiologic outcomes of nursing care
3. Evaluations of nursing interventions
4. Product assessments
5. Measurement and diagnosis improvement
6. Studies of physiologic correlates
9/20/2023 irman/Instrumentasi Pasca 23
Types of Biophysiologic Measures
In Vivo
Measures
often involve the use of highly
complex instrumentation systems.
Major Components
1. A stimulus
2. A subject
3. Sensing equipment (e.g., transducers)
4. Signal-conditioning equipment (to reduce interference signals)
5. Display equipment
6. Recording, data processing, and transmissionequipment
In Vitro
Measures
data are gathered by extracting
physiologic material from subjects and
submitting it for laboratory analysis
Example
• Chemical measurements, such as the measure of
hormone levels, sugar levels, or potassium levels
• Microbiologic measures, such as bacterial
counts and identification
• Cytologic or histologic measures, such as tissue
biopsies
9/20/2023 irman/Instrumentasi Pasca 24

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Instrumentasi dalam Penelitian.pptx

  • 1. Instrumentasi dalam Penelitian Irman Somantri, S.Kp. M.Kep. 9/20/2023 irman/Instrumentasi Pasca 1
  • 4. Pembagian Data Cara Memperoleh Data Primer Data Sekunder Sumber Data Internal Data Ekternal Waktu Pengumpulan Data Time Series Data Cross Section Sifat Data Kualitatif Data Kuantitatif 9/20/2023 irman/Instrumentasi Pasca 4
  • 5. Existing Data vs Original Data • Existing Data • Historical Document : periodicals, diaries, letters, newspapers, minutes of meetings, medical documents, reports, and so forth. • secondary analysis • Original Data • Researchers using records have to assemble the data set, and considerable coding and data manipulation usually are necessary 9/20/2023 irman/Instrumentasi Pasca 5
  • 6. Dimention of Data Collection Approach Structure Structured methods give participants limited opportunities to qualify their answers or to explain the underlying meaning of their responses Little or no structure and to provide participants with opportunities to reveal information in a naturalistic way Quantifiability Data that will be subjected to statistical analysis must be gathered in such a way that they can be quantified researcher obtrusiveness Data collection methods differ in the degree to which people are aware of their status as participants If people are aware of their role in a study, their behavior and responses may not be “normal,” and distortions can undermine the value of the research Objectivity Refers to the degree to which two independent researchers can arrive at similar “scores” or make similar observations regarding the concept of interest, that is, make judgments regarding participants’ attributes or behavior that are not biased by personal feelings or beliefs 9/20/2023 irman/Instrumentasi Pasca 6
  • 8. Identifying Data Needs 1. Testing the hypotheses or addressing the research questions. 2. Describing sample characteristics. 3. Controlling extraneous variables. 4. Analyzing potential biases. 5. Understanding subgroup effects. 6. Interpreting results. 7. Checking the manipulation 8. Obtaining administrative information 9/20/2023 irman/Instrumentasi Pasca 8
  • 9. Selecting Type Measures • Type • Single Measures • Multiple/ Combine Measures • Making Decision • Research Consideration • Ethical Consideration • Cost Constraints • time pressures, • the availability of appropriate staff to help with data collection, • the anticipated burden to participants and others, such as hospital staff or participants’ families 9/20/2023 irman/Instrumentasi Pasca 9
  • 10. Selecting & Developing Instruments Resources Availability and familiarity. Norms and comparability. Population appropriateness. Administration Issues Reputation 9/20/2023 irman/Instrumentasi Pasca 10
  • 11. Instrumentasi Tujuan Test • Tertulis • Performance-type instruments Non Test Klasifikasi Pemberi Informasi Langsung dr peneliti Langsung dari Subjek Penelitian Dari informan Asal Instrumen Dari Peneliti Inventory • Adopsi • Adaptasi 9/20/2023 irman/Instrumentasi Pasca 11
  • 12. IMPLEMENTING A DATA COLLECTION PLAN IN A QUANTITATIVE STUDY 1. Selecting Research Personnel • Experience. • Congruity with sample characteristics. • Unremarkable appearance. • Personality. • Availability 2. Training Data Collectors 9/20/2023 irman/Instrumentasi Pasca 12
  • 13. Collecting Data in Qualitative Research Issue Ethnography Phenomenology Grounded Theory Type of Data Primarily Observation & Interviews, plus artifacts, documents, photographs, genealogies, maps, social network diagrams Primarily in-depth interviews, sometimes diaries, other written materials Primarily individual interviews, sometimes group interviews, observation, participant journals, documents Unit of Data Collecition Cultural Systems Individuals Individuals Data Collection Points Mainly Longitudinal Mainly Cross-sectional Cross Sectional or Longitudinal Length of time for data collection Typically long, many months or years Typically moderate Typically moderate Data Recording Field notes, logs, interview notes/recording interview notes/recording interview notes/recording, memoing, observational notes Salient field issues Gaining entrée, reactivity, determining a role, learning how to participate, encouraging candor & other interview logistics, loss of objectivity, premature exit reflexivity Bracketing one’s views, building rapport, encouraging candor, listening while preparing what to ask next, keeping “on track”, handling emotionality Building rapport, encouraging candor, listening while preparing what to ask next, keeping “on track”, handling emotionality 9/20/2023 irman/Instrumentasi Pasca 13
  • 14. Instrumentasi Major Type Data Collection Self Report Biophysiologic Measure Observasi Desain Pengukuran Guttman Likert Osgood/ Semantic Rating Visual Analoque 9/20/2023 irman/Instrumentasi Pasca 14
  • 16. Jenis Qualitative • Unstructured Interviews • Structured Interviews • Semi Structured Interviews • Focus Group Interviews • Joint Interviews • Life Histories • Oral Histories • Critical Incidents • Diaries & Journal Quantitative • Open & Closed Questions • Questionnaires • Interviews 9/20/2023 irman/Instrumentasi Pasca 16
  • 17. Composites Scales • Likert Scale • Semantic Differential Scales • Rating Scale 9/20/2023 irman/Instrumentasi Pasca 17
  • 18. Pengukuran Secara Observasi Techniques for acquiring research data through the direct observation and recording of phenomena. 9/20/2023 irman/Instrumentasi Pasca 18
  • 19. Phenomena Amenable to Observation 1. Characteristics and conditions of individuals. 2. Activities and behavior 3. Skill attainment and performance 4. Verbal/non verbal communication 5. Environmental Characteristics 9/20/2023 irman/Instrumentasi Pasca 19
  • 20. Unit of Observations Molar Approach •Observing large units of behavior and treating them as a whole Molecular Approach •Uses small, highly specific behaviors as observational units 9/20/2023 irman/Instrumentasi Pasca 20
  • 21. Structured Observation • Categories & Checklist • Using Category systems • Checklists for Exhaustive Systems • Checklists for Nonexhaustive Systems • Rating Scale 9/20/2023 irman/Instrumentasi Pasca 21
  • 23. Purposes of Biophysiologic Measures 1. Basic physiologic processes 2. Physiologic outcomes of nursing care 3. Evaluations of nursing interventions 4. Product assessments 5. Measurement and diagnosis improvement 6. Studies of physiologic correlates 9/20/2023 irman/Instrumentasi Pasca 23
  • 24. Types of Biophysiologic Measures In Vivo Measures often involve the use of highly complex instrumentation systems. Major Components 1. A stimulus 2. A subject 3. Sensing equipment (e.g., transducers) 4. Signal-conditioning equipment (to reduce interference signals) 5. Display equipment 6. Recording, data processing, and transmissionequipment In Vitro Measures data are gathered by extracting physiologic material from subjects and submitting it for laboratory analysis Example • Chemical measurements, such as the measure of hormone levels, sugar levels, or potassium levels • Microbiologic measures, such as bacterial counts and identification • Cytologic or histologic measures, such as tissue biopsies 9/20/2023 irman/Instrumentasi Pasca 24