What are the different methods used in quantitative research to collect data?5 answersQuantitative research utilizes various methods to collect data, including online polls, questionnaires, surveys, and test instruments. When conducting quantitative research, researchers often face the challenge of collecting data from the entire population, making sampling techniques crucial. These techniques can be categorized into probability and non-probability methods, with each offering unique advantages based on research objectives and study scope. Understanding both quantitative and qualitative data analysis methods is essential for researchers, as projects often involve a combination of both. Quantitative data analysis involves descriptive statistics like frequency distributions, measures of central tendency, variability, as well as inferential statistics such as t-tests, ANOVA, and regression analysis. Overall, a comprehensive understanding of these methods is vital for researchers to effectively collect and analyze data in quantitative research.
What are some of the techniques/methods used in quantitative research?5 answersQuantitative research employs various techniques and methods to gather and analyze data effectively. Some of these include probability sampling, which ensures credible explanations of phenomena through representative samples. Additionally, quantitative studies often utilize statistical analysis techniques, such as structural and reduced models, to understand relationships between variables and test hypotheses rigorously. Quantitative methods involve dealing with discrete numerical data to study incidences, effectiveness of interventions, and policy evaluations in fields like mental health. While quantitative research primarily focuses on quantifiable data, researchers must carefully select suitable sampling techniques based on research objectives and study scope to generalize findings effectively.
What are the different methods of vitamin D assay?4 answersThere are two main methods of vitamin D assay: automated assays and liquid chromatography-tandem mass spectrometry (LC-MS/MS). Automated assays are easy and fast, but they are unable to accurately measure 25-hydroxyvitamin D (25(OH)D) in all patient groups, including those using D2. In these cases, an LC-MS/MS method, when appropriately developed and standardized, produces a more reliable measurement. New automated assays have been introduced for 25(OH)D measurement, and they can be used in routine measurements. However, some methods are better than others, and a clinical laboratory must be aware of its method to avoid misinterpretation of results. Another method for vitamin D determination is the use of a Vitamin D determination kit, which involves processing the biological sample and analyzing it using liquid chromatography-tandem mass spectrometry (LC-MS/MS) to detect the presence of vitamin D metabolites.
Discuss 10 modes of action of hormones bioassay?4 answersHormones have various modes of action in bioassays. One mode of action is the detection of potential endocrine-disrupting activities using in vivo and in vitro bioassays, receptor binding assays, and transcription activation assays. Another mode of action involves the ability of hormones to eject 'solvated electrons' in water-containing media, leading to consequences for communication with other biological systems. Peptide hormones can trigger neosynthesis of a specific product in target cells without being involved in any release step, with extracellular calcium ions playing a role as a first messenger. Hormones can also act as second messengers by stimulating adenyl cyclase and initiating the production of cyclic AMP, which modifies enzyme activities. Additionally, hormones can activate genes to produce messenger ribonucleic acid, leading to the synthesis of specific proteins.
What are the different methods of carrying out progesterone assay?5 answersProgesterone assays can be carried out using various methods. One method is the radioimmunoassay (RIA), which is a well-established technique used as a reference method for measuring progesterone concentration in blood serum samples. Another method is the chemiluminescence immunoassay, specifically the Immulite® 1000 LKPW1, which has gained prominence for determining progesterone concentration in serum of bitches. A time-resolved fluorescent antibody test (TR-FAT) kit designed for humans has also been used to measure progesterone concentrations in goats, showing correlation with radioimmunoassay (RIA) results. Liquid chromatography tandem mass spectrometry (LC-MS/MS) is another method that enables specific and sensitive quantification of steroids, including progesterone, in saliva samples. Additionally, dispersive liquid-liquid microextraction with solidification of floating organic drop followed by high-performance liquid chromatography (HPLC) has been used to detect and quantify progesterone, 17∝-ethynylestradiol, and estrone in water samples.
What are the most common methods for quantitative research?3 answersQuantitative research methods encompass various approaches and techniques. These include questionnaires, biometric research, correlational research, experiments, statistical analysis, and multivariable modeling methods such as regression analysis, multilevel regression analysis, factor analysis, and structural equation modeling. Design issues in quantitative research involve sampling, generalizability, and randomized and quasi-experimental designs for causal inference. Measurement issues include reliability and validity of measurement. Analysis issues encompass techniques for quantifying relationships among variables, dealing with different types of outcome and data, handling measurement error and missing data, accounting for dependency among observations, and classifying subjects. Empirical testing based on structural and reduced models is also discussed, with reduced models being commonly used in quantitative studies. Additionally, forensic toxicology laboratories use quantitative analytical methods such as gas chromatography, liquid chromatography, and mass spectrometry to derive the amount of a xenobiotic present in a biological specimen.