Explain the characteristics, strengths and limitations of quantitative research design.

Quantitative research design is a systematic investigation that primarily focuses on collecting and analyzing numerical data. It is widely used in various fields, including psychology, where it helps researchers test hypotheses, establish patterns, and make predictions. In psychological research, quantitative designs often aim to provide a clearer understanding of behavior, cognition, and emotions through measurable variables.

### Characteristics of Quantitative Research Design

1. Objective and Systematic: Quantitative research is objective, meaning that it seeks to minimize researcher bias and subjective interpretation of data. Researchers employ clear, structured, and replicable methods to ensure that the study can be repeated with similar results. This systematic approach provides consistency in data collection and analysis.

2. Use of Numerical Data: At the heart of quantitative research is numerical data, which can be collected through various means, including surveys, experiments, tests, and observational methods. The data is analyzed using statistical techniques, enabling researchers to identify relationships, differences, and patterns in the data.

3. Hypothesis Testing: Quantitative research typically begins with a hypothesis, a clear, testable statement about the relationship between variables. Researchers design the study to either confirm or reject the hypothesis through empirical evidence. This hypothesis-driven approach allows researchers to draw specific conclusions based on statistical significance.

4. Large Sample Sizes: Quantitative research often requires __________ _____ ___ _________ ____ __________ ______ _________ __________.
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