Philosophical , Theoretical, conceptual and analytical perspective of research.
ResearchDesign
Plan, structure & strategy of investigation to research questions/problems.
Pre-test/Post-test Design
measure change in a situation, phenomenon, issue, problem or attitude. Change is measured by comparing the difference in a before and after. Can be described as two-sets cross sectional data.
Cross-sectional studies
Aims to find out the prevalence of a phenomenon, situation, problem, attitude or issue by taking a cross-section of a population
Research Design based on the number of contacts:
Cross-sectional Studies
Pre-test / Post-test Design
LongitudinalStudy design
Longitudinal study design
Characterized as a series of repetitive cross-sectional studies.
Population is visited several times at regular intervals
Research designs based on reference period
Retrospective study
Prospective study
Retrospective-prospective study design
Retrospective study
Investigates a phenomenon, situation or event that has happened in the past
Prospective study
Establishes the outcome of an event or what is likely to happen
Retrospective-prospective study design
Data are analyzed and used as basis of future projections.
Research designs based on the nature of investigation
Experimental Design
Non-experimental design
Semi-experimental or quasi-experimental design
Non-experimental design
Researcher observes a phenomenon and attempts to establish what caused it.
Semi-experimental or quasi-experimental design
Half/Half
with intervention
without intervention
Control
Experimental Design
Used to determine Cause-and-effect relationship.
Case Study
Could be individual, group, a community, an instance, an episode, an event, a subgroup of population, a town or city. Population should be treated as one entity.
Grounded Theory
Process for developing empirical theory from qualitative research
Phenomenology
The goal is to study how people make meaning of their lived experience
Ethnography
Used in the social and behavioral sciences
Randomized Complete Block Design (RCBD)
First you will make the block, and then you will repeat CRD in each block
Latin Square Design (LSD)
Each experimental unit will get all the treatment but the treatment combination should be in square
Sample
A smaller part of the whole population, i.e... a subset that is representative of the population
Population
The complete set of elements that possess a standard parameter
Three Major Sampling Designs
Probability
Non-Probability
Mixed
Probability Sampling
Simple Random Sampling - each element has an equal and independent chance of selection
Stratified Sampling - population is first separated into homogenous segments then a random sample is selected from each (Starata) - plural Stratum - singular
Systematic Sampling - a random first element is selected then subsequent elements are selected at a fixed interval until the desired sample is reached
Cluster Sampling - elements are randomly selected in natural occurring groupings or clusters
Non-Probability Sampling
Availability - sample elements are selected based on availability and convenience
Purposive - elements are selected based on fit with study purposes and inclusion/exclusion criteria
Quota - population is divided into subcategories and a target number is sampled from each
Respondent-Assisted - the elements are selected from a target population with the assistance of previously selected population elements
Mixed Sampling
Telephone - utilizes telephone numbers as sampling units, can be list-based or random digit dialing
Internet - utilizes email addresses, website visits, and recruited internet users as sampling units
Address - postal addresses are utilized as sampling units, often referred to as area-based sampling
Time Mixed
Used in studying repeated outcomes that vary great deal over time
Space Mixed
Also referred to as area sampling spatial, location-based, or facility-based sampling
Completely Randomized Design (CRD)
Each Experiment unit is randomly assigned to one of the treatment.
Base - what holds all the parts in place. Rests on flat surface
Beam - located to the right of the pan. 100 grams (back), 500 grams (middle), 10 grams (Front)
Counter masses, riders, or weight poises - attached to the the beams. Slides across the beams to the right.
Notch - occurs in intervals grams to precise measurement.
Pointer - determines when the object with the weights is balanced with the ones on the beams.
Weighingpan or plate, Flat and Inade of stainless steel. The object intended to be measured will be placed on the center of the pan.
Zero Adjustment Knob - used to adjust the knob back to zero.
Zero mark - located to the right of the pointer. This is the mark that needs to lined up in order to precisely measure the mass of the object.
TRIPLEBEAMBALANCE ANALYZE
Basic Principles in Experimental Research Design:
Randomization
Replication
Local Control
Randomization
treatments must be assigned at random to the experimental units
to remove bias, protection from the effect of extraneous variables which are not controllable.