Research Type / Project Nature
Choose the study type that best describes the planned work. Recommend for me remains editable later.
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Survey / Human-Subject Study
Experimental / Quasi-Experimental Study
Organisational Study
Secondary Dataset Analysis
Field Investigation
Interdisciplinary Study
Educational Intervention
Laboratory Investigation
Simulation / Modelling
Design / Development
Software / System Development
Computational Dataset Study
Human-Subject Evaluation
Clinical / Observational Study
Doctrinal Legal Study
Empirical Legal Study
Historical / Archival Study
Textual / Interpretive Study
Architecture / Built Environment Design
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Research Approach
Select the broad methodological approach for the study. Choose Recommend for me when you want the appropriate approach determined from the topic, objectives and available evidence.
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Quantitative
Qualitative
Mixed Methods
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Data Source / Type
Specify whether the study will use newly collected data, existing data or both. This is not required when the research approach is left for recommendation.
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Primary
Secondary
Primary and Secondary
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Secondary Data Study Period
Select the minimum period the secondary dataset should cover. Choose Recommend for me if the appropriate study period should be determined from the topic, objectives and data availability.
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3 years
5 years
10 years
15 years
20 years
Custom period
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Primary Data Collection Method
Select the main method for collecting primary data. Choose Recommend for me if you want an appropriate method selected from the study objectives and design.
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Questionnaire / Survey
Interview
Focus Group Discussion
Observation
Experiment / Laboratory
Field Measurement
Multiple Primary Methods
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Study Population / Participants
Provide the intended population or participant group where known. Leave blank when this should be derived from the topic and study scope.
Data Collection Instrument / Protocol
Describe any required instrument or protocol. Leave blank when the instrument should be designed from the research objectives.
Secondary Data Sources
List known databases, organisations, publications, records or datasets from which secondary data should be obtained.
Variables / Measures
Provide specified variables, constructs, indicators or measurement definitions. Leave blank when they should be derived from the objectives and literature.
Secondary Dataset Structure
Select the structure of the secondary dataset where known. Choose Recommend for me if this should be determined from the study objectives and available data.
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Time Series
Panel Data
Cross-Sectional
Pooled Cross-Section
Repeated Cross-Section
Other
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Data Frequency
Specify how frequently observations occur in the secondary dataset.
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Annual
Semi-Annual
Quarterly
Monthly
Weekly
Daily
Mixed Frequency
Not Applicable
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Validity / Reliability Requirements
Enter any required validity or reliability procedure for quantitative primary-data instruments.
Statistical Hypotheses Required?
Indicate whether statistical hypotheses should be formulated and tested. Choose Recommend for me when this should be determined from the research objectives and design.
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Yes
No
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Dependent Variable(s)
Enter the dependent or outcome variable(s) where already specified.
Qualitative Trustworthiness Requirements
Enter any required procedure for establishing trustworthiness in qualitative primary-data components.
Independent Variable(s)
Enter independent or explanatory variables already specified in the study.
Mixed Methods Design
Select the mixed methods design where already determined, or allow the system to recommend an appropriate design.
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Convergent Parallel
Explanatory Sequential
Exploratory Sequential
Embedded
Multiphase
Other
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Questionnaire / Rating Scale Required?
Indicate whether responses should be measured using a questionnaire rating scale. This is relevant mainly to survey-based quantitative components.
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Yes
No
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Control Variable(s)
Optional. List control variables already required by the study or supervisor.
Mixed Methods Component Priority
Indicate whether the quantitative or qualitative component should receive greater emphasis.
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Equal Priority
Quantitative Priority
Qualitative Priority
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Rating Scale Type
Select the required response scale where one has been specified by your supervisor or institution.
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Likert
Semantic Differential
Numerical Rating Scale
Frequency Scale
Agreement Scale
Other
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Econometric / Statistical Model
Enter a required model where one has been specified. Otherwise leave blank or enter Recommend for me so an appropriate model can be selected from the study design and data structure.
Mixed Methods Sequence
Specify the intended order of the quantitative and qualitative components.
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Concurrent / Same Phase
Quantitative then Qualitative
Qualitative then Quantitative
Multiple Phases
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Number of Rating Scale Points
Select the number of response points required, for example a four-point or five-point Likert scale.
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3-point
4-point
5-point
6-point
7-point
10-point
Other
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Diagnostic Tests
Specify diagnostic tests required by your supervisor or institution. Otherwise allow appropriate diagnostics to be selected from the dataset and estimation method.
Mixed Methods Integration
Indicate where the quantitative and qualitative evidence should be integrated.
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Merge During Analysis
Connect Between Phases
Embed One Component
Integrate During Interpretation
Multiple Integration Points
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Sample Size Determination
Select a required sample-size determination method where one has been specified. Otherwise allow the system to select an appropriate method from the population, design and study requirements.
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Census / Total Enumeration
Taro Yamane
Cochran Formula
Krejcie and Morgan
Power Analysis
Institution / Supervisor Specified
Other
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Stationarity / Unit Root Test
Select a required stationarity or unit-root procedure where relevant to time-series or panel data.
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ADF
Phillips-Perron
KPSS
Levin-Lin-Chu
Im-Pesaran-Shin
ADF-Fisher
PP-Fisher
Multiple Tests
Not Required
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Interview Mode
Specify how interviews should be conducted where interviews form part of the study.
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Face-to-Face
Telephone
Video / Online
Mixed Modes
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Instrument Validity Method
Select the required approach for establishing validity of the quantitative instrument where known.
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Face Validity
Content Validity
Construct Validity
Criterion Validity
Expert Validation
Multiple Validity Methods
Other
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Cointegration Test
Select the required cointegration procedure where long-run relationships are relevant.
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Johansen
Engle-Granger
ARDL Bounds Test
Pedroni
Kao
Westerlund
Multiple Tests
Not Required
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Instrument Reliability Method
Select a required reliability procedure where one has been specified, or allow an appropriate procedure to be recommended.
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Cronbach Alpha
Test-Retest
Split-Half
KR-20
KR-21
Inter-Rater Reliability
Other
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Panel Model Selection
Specify a required panel-estimator selection test where panel data are used.
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Hausman Test
Breusch-Pagan LM Test
Chow / Poolability Test
Multiple Model-Selection Tests
Not Required
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Robustness / Sensitivity Checks
Optional. Enter robustness or sensitivity checks required by the supervisor or institution.
Descriptive Statistics
Enter descriptive statistics required by your supervisor or institution. Leave blank when appropriate statistics should be selected from the research questions and variables.
Observation Setting
Describe where observation should take place where observation forms part of the study.
Inferential Statistical Tests
Enter required inferential tests where already specified. Otherwise leave blank for suitable tests to be selected from the hypotheses, variables, measurement level and research design.
Researcher Observation Role
Specify the researcher role during observation where already determined.
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Participant Observer
Non-Participant Observer
Complete Participant
Complete Observer
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Statistical Significance Level
Select the significance level required for hypothesis testing. Choose Recommend for me when no level has been specified.
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0.01
0.05
0.10
Other
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Data Saturation Strategy
Specify how adequacy of qualitative data should be determined.
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Collect Until No New Themes Emerge
Predetermined Sample with Saturation Check
Information Power
Not Applicable
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Qualitative Coding / Analysis Approach
Select the intended qualitative coding or analytical approach where known.
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Inductive Coding
Deductive Coding
Hybrid Inductive and Deductive Coding
Thematic Analysis
Content Analysis
Framework Analysis
Grounded Theory Coding
Narrative Analysis
Discourse Analysis
Other
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Transcription Requirement
Specify how recorded qualitative material should be transcribed.
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Verbatim Transcription
Clean Verbatim Transcription
Summary Transcription
Transcription Not Required
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Translation / Language Requirement
Describe any translation, interpretation or local-language requirement for qualitative data.
Experiment / Laboratory Type
Select the type of experimental or laboratory investigation where known.
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Laboratory Experiment
Field Experiment
Quasi-Experiment
Controlled Experiment
Simulation / Computational Experiment
Prototype / Performance Testing
Materials / Specimen Testing
Other
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Materials / Samples / Specimens
Specify the materials, samples or specimens required for the experiment where known.
Equipment / Apparatus / Instruments
Specify equipment, apparatus or instruments required for the experimental procedure.
Treatments / Experimental Groups
Describe required treatments, groups or experimental configurations where applicable.
Control / Reference Group
Indicate whether a control, baseline or reference group or condition is required.
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Required
Not Required
Not Applicable
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Manipulated / Independent Variable(s)
Specify manipulated or independent variables and their levels where already known.
Measured Outcome / Dependent Variable(s)
Specify the principal experimental outcomes or response variables where known.
Controlled Variables / Constants
Specify important variables or conditions that should be controlled during the experiment.
Experimental Procedure / Protocol
Provide any required experimental procedure, protocol or sequence of operations.
Measurement / Data Recording Method
Specify the measurement or data-recording procedure where known.
Calibration / Instrument Verification
Indicate whether equipment calibration or measurement-system verification should be documented.
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Required
Not Required
Not Applicable
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Operating / Environmental Conditions
Specify environmental, operating or test conditions that may affect the experiment.
Laboratory / Experimental Safety Requirements
Optional. Specify institutional or experiment-specific safety requirements that should be reflected in the methodology.
Validation / Performance Metrics
Specify performance, validation or comparison metrics required for evaluating experimental results.
Design / Development Component?
Indicate whether the study requires the design, development, implementation, construction, modelling or prototyping of a system, application, product, process or engineering solution.
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Yes
No
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Design / Development Type
Select the main type of system, product, prototype, model or engineering solution to be developed.
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Software / Information System
Web / Mobile Application
AI / Machine Learning System
Data / Decision-Support System
Hardware / Electronic System
Embedded / IoT System
Communication / Network System
Prototype / Product Development
Mechanical / Machine Design
Civil / Structural Design
Electrical / Power System Design
Process / Industrial System Design
Simulation / Computational Model
Control / Automation System
Other
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Problem / Development Need
Describe the practical, technical or operational problem that motivates the design or development component.
Clinical Eligibility / Study Population
Describe proposed eligibility only. Do not claim recruitment or ethical approval has occurred.
Clinical Measurements / Ethical Requirements
Field Plots / Treatments / Environmental Sampling
Legal Sources / Analytical Framework
Textual / Historical / Archival Sources
Site Assessment / Design Outputs
Technical Tools / Materials / Procedures
Technical Testing / Evaluation