## What is/are Quantitative Des?

Quantitative Des - We used a method of quantitative description following observations, documentation studies, and interviews.^{[1]}This research is quantitative descriptive.

^{[2]}This research is a quantitative descriptive study, where frequency distribution is used to analyze occupant satisfaction levels.

^{[3]}This study uses a quantitative descriptive approach with data collection techniques through surveys.

^{[4]}Extensive efforts have been invested into developing a quantitative description of the dynamics of electron transfer and ensuing mass transport where the analyte itself can undergo direct reduction/oxidation on the surface of the electrode.

^{[5]}Methods: A quantitative descriptive study carried out with young students of the public education system of the city of Tupancireta, through a structured questionnaire.

^{[6]}The study adopted a quantitative descriptive cross-sectional survey research design.

^{[7]}These fractal dimension results were correlated with the morphological details of the Bénard-Marangoni cells and ZnO particle characteristics, providing a quantitative description of such complex surface patterns emerging from the dynamic process of the Bénard-Marangoni instability.

^{[8]}Aroma Sensory Profile of wines was defined using the Quantitative Descriptive Sensory Analysis (QDA).

^{[9]}To allow for quantitative description and extrapolation of the gene expression responses we developed a time- and concentration-dependent regression model.

^{[10]}This research is a quantitative descriptive.

^{[11]}the study was conducted using quantitative descriptive analysis – QdA.

^{[12]}The research method used was quantitative descriptive by giving questionnaires to 23 people at Jodipan Tourism Village and also 25 people at Blue Arema Village.

^{[13]}The design of this research is quantitative descriptive that aims to see the picture of patient satisfaction can further improve the quality of service.

^{[14]}Method : It was a quantitative descriptive study in a sample of 1,550 (valid 96%) consumers chosen according to the criterion of convenience (men and women between 21 and 55 years), in Mexico.

^{[15]}This type of research is a type of associative and quantitative descriptive research.

^{[16]}However, most of the existing theoretical models for the permeability prediction are lack of quantitative descriptions of the pore space for fluids flow.

^{[17]}The method used is quantitative description, where the authors collect material from various sources of writing that relate to religious plurality and Christian views view it.

^{[18]}The correlation of the recently reported experimental reactivity with two different sets of descriptors comprising a total of 86 parameters is studied, resulting in the Quantitative DEscriptor-based Alkane Nucleophilicity (Q-DEAN) Model It consists of an equation with only six structural/topological descriptors that reproduces the relative reactivity of the alkane C-H bonds, which can be calculated only from the schematic drawing of the alkane and a simple set of sums.

^{[19]}One approach to overcoming such complications is the integration of partial qualitative and quantitative descriptions into more complex networks.

^{[20]}Method: This study used a quantitative design with a descriptive approach.

^{[21]}Data analysis was carried out with quantitative descriptive techniques.

^{[22]}Finally, the quantitative design requirements of fault diagnosis are given for the environmental control system PHM system.

^{[23]}To isolate and minimize the impact of research on destination image, different qualitative and quantitative designs and analysis techniques have been utilized.

^{[24]}The approach of this study corresponds to a quantitative design of descriptive, observational and transverse type; the sample consisted of 15 ostomized patients who were applied the validated survey "Montreux Questionnaire on Quality of Life for Ostomized Patients" and stoma evaluation was registered by direct observation.

^{[25]}This research is a quantitative descriptive research with observation and interview method.

^{[26]}The research method used was quantitative descriptive analysis by administering simple statistics that describe central tendencies and variation such as means and percentage.

^{[27]}This type of research was a quantitative descriptive research.

^{[28]}The study adopted a descriptive, quantitative design using secondary data from occupational therapy assessment information on 241 children.

^{[29]}Qualitative studies combined with quantitative design offer excellent options to evaluate the recovery process, especially among special populations.

^{[30]}To analyze the data, quantitative descriptive method was used.

^{[31]}This research is classified as quantitative descriptive research.

^{[32]}Method : This type of research is quantitative descriptive with a Case Control study with 58 samples, namely 29 cases and 29 controls for dengue cases in the work area of Kasihan II Health Center, Bantul Districts, Yogyakarta in October 2018.

^{[33]}This quantitative descriptive study used proportional stratified sampling method.

^{[34]}This research is a quantitative descriptive research.

^{[35]}The form of this research is quantitative descriptive.

^{[36]}The model is useful in its own right, as it provides a simplified, yet credible, quantitative description of the reality.

^{[37]}The final goal of mathematical modeling of the vibrating piezoelectric elements physical condition is a qualitative and quantitative description of characteristics and parameters of existing electrical and elastic fields.

^{[38]}The quantitative description of the limiting performance of zeotropic working fluid is of great significance to the analysis and improvement of cycle performance with an in-depth understanding on mechanism and could guide the selection or design of zeotropic working fluid.

^{[39]}This type of research is quantitative descriptive research with experimental design by intervening on the research subjects to determine any changes in the pregnant women’s knowledge before and after the counseling intervention.

^{[40]}The type of this study was quantitative descriptive.

^{[41]}METHODS Based on systematic PubMed searches, experimental data on immunological radiation effects are summarized and analyzed in a non-quantitative descriptive manner to provide a translational perspective on the immuno-modulatory impact of radiation in cancer.

^{[42]}This research aims to solve the problem using a quantitative descriptive method, scientific approach and algorithm method for testing data.

^{[43]}This article presents a quantitative description of the plant communities of the Eastern Hajar Mountains of Oman and the primary environmental variables affecting their composition and distribution.

^{[44]}The method used were experimental design, the data were analyzed in quantitative descriptive.

^{[45]}Data was analyzed by quantitative descriptive and one sample t-test and independent sample t-test analysis.

^{[46]}The method used is quantitative descriptive analysis by testing the validity test, reliability test, classic assumption test, regression analysis, correlation coefficient analysis, coefficient of determination analysis and hypothesis testing.

^{[47]}A quantitative description of the relationship between the breakthrough pressure and the water content in the fracture is difficult because of the difficulty in the measurement of the water volume in the fracture.

^{[48]}Methodology: A quantitative design using descriptive study was carried out at Kirkuk city hospitals from 1 of October, 2017, up to the 1 of October, 2018.

^{[49]}The method used in this research is quantitative descriptive by collecting data through questionnaires, observation, and documentation.

^{[50]}

## data analysis technique

The data analysis technique uses the quantitative descriptive and qualitative analysis.^{[1]}Data analysis techniques used are quantitative descriptive with percentage calculation.

^{[2]}The data analysis technique used in this study is quantitative descriptive research by taking samples of 93 respondents and using questionnaires as the main data collection tool according to KEPMENPAN Number 14 of 2017.

^{[3]}Data analysis used are qualitative and quantitative descriptive data analysis techniques.

^{[4]}The data analysis technique used is qualitative descriptive analysis and quantitative descriptive analysis.

^{[5]}Data analysis techniques use if quantitative descriptive.

^{[6]}The data analysis technique uses quantitative descriptive techniques.

^{[7]}Qualitative and quantitative descriptive methods are used as data analysis techniques.

^{[8]}The data analysis technique used is quantitative descriptive.

^{[9]}The data analysis technique uses quantitative descriptive analysis.

^{[10]}Data analysis techniques, namely quantitative descriptive analysis and qualitative descriptive analysis.

^{[11]}The data analysis technique used was quantitative descriptive with the help of the rating scale method, then it was analyzed by using descriptive qualitative through the help of interpretative analysis tools.

^{[12]}This research used quantitative descriptive analysis, the sample was selected by using quota sampling, and the data analysis technique used was multiple linear regression analysis.

^{[13]}Furthermore, the data were analysed using a quantitative descriptive data analysis technique.

^{[14]}The data analysis technique used quantitative descriptive analysis with mean method and frequency distribution table.

^{[15]}The data analysis technique in this research is quantitative descriptive.

^{[16]}The data analysis technique of this study used qualitative and quantitative descriptive analysis techniques.

^{[17]}Data analysis technique in this research was quantitative descriptive.

^{[18]}The data analysis technique used is quantitative descriptive.

^{[19]}Data analysis techniques using qualitative and quantitative descriptive analysis techniques.

^{[20]}The method used is a survey with quantitative descriptive approach, and data analysis techniques use descriptive statistics.

^{[21]}The data analysis technique that used here is quantitative descriptive analysis technique that is by analyzing quantitative data obtained from expert test questionnaires and field tests.

^{[22]}The data analysis technique used in this research is quantitative descriptive.

^{[23]}The data analysis technique used was quantitative descriptive analysis.

^{[24]}Data analysis techniques used in development are quantitative descriptive analysis techniques.

^{[25]}The method used in this research is quantitative descriptive method, while the data analysis technique uses the average difference test analysis.

^{[26]}The data analysis technique used is quantitative descriptive analysis and qualitative descriptive analysis.

^{[27]}This research used quantitative descriptive analysis, the sample was selected by using quota sampling, and the data analysis technique used was multiple linear regression analysis.

^{[28]}Data analysis techniques were carried out in qualitative and quantitative descriptive.

^{[29]}Data analysis technique in this research is quantitative descriptive analysis, validity and reliability analysis, simple tabulation analysis, and EPIC Model analysis.

^{[30]}The data analysis technique is a quantitative descriptive technique.

^{[31]}The research data analysis technique uses quantitative descriptive analysis with percentages.

^{[32]}Data analysis techniques using quantitative descriptive.

^{[33]}The data analysis technique uses quantitative descriptive techniques.

^{[34]}Data analysis techniques using quantitative descriptive with SPSS 22.

^{[35]}Data analysis technique used is the calculation of farming and production costs, with quantitative descriptive data analysis methods.

^{[36]}The research method used was quantitative descriptive with data analysis techniques using descriptive statistics.

^{[37]}The data analysis technique used quantitative descriptive statistics.

^{[38]}The data analysis technique uses quantitative descriptive analysis.

^{[39]}The quantitative data analysis technique used in this study was quantitative descriptive.

^{[40]}The data analysis technique used in this study was quantitative descriptive.

^{[41]}The data analysis technique used is quantitative descriptive analysis using the Beneish Ratio Index.

^{[42]}The data analysis technique were quantitative descriptive analysis.

^{[43]}Data Analysis technique that was used is quantitative descriptive and qualitative descriptive.

^{[44]}Data analysis techniques are done in a qualitative and quantitative descriptive.

^{[45]}The data analysis technique uses quantitative descriptive analysis to analyze the concept of understanding data and qualitative descriptive analysis to analyze observational data.

^{[46]}The data analysis technique uses quantitative descriptive analysis techniques.

^{[47]}Data analysis techniques used descriptive qualitative and quantitative deskriptive percentages.

^{[48]}The data analysis technique of this research is quantitative analysis to find the effect of indirect reservation sources on room occupancy, also qualitative analysis in the form of quantitative descriptive to interpret numerical data and qualitative descriptive to interpret word information data.

^{[49]}The data analysis technique used was a quantitative descriptive analysis technique using categorization.

^{[50]}

## cross sectional study

DESIGN This was a quantitative descriptive cross-sectional study using the paper-and-pencil questionnaire Nursing Teamwork Survey-Icelandic (NTS-Icelandic).^{[1]}This research is a quantitative descriptive study using a cross-sectional study design carried out in one of the health universities in Surakarta in October - November 2018.

^{[2]}A quantitative descriptive cross sectional study was carried out in the Eastern Cape Province of South Africa.

^{[3]}Methodology: A quantitative descriptive cross-sectional study was conducted in a private tertiary care hospital in Peshawar, Pakistan.

^{[4]}Methods: This quantitative descriptive cross-sectional study.

^{[5]}METHOD A quantitative descriptive cross-sectional study using survey was used.

^{[6]}A quantitative descriptive cross-sectional study was conducted on 60 undergraduate nursing students who were selected using a stratified random sampling technique.

^{[7]}Methods : this type of research is quantitative descriptive using a cross sectional study design.

^{[8]}A quantitative descriptive cross-sectional study applying the convenient sampling technique was conducted with 99 learners from three public schools for learners with hearing impairment.

^{[9]}Methods: A quantitative descriptive cross-sectional study was conducted with 77 pregnant women covered by 11 Family Health Strategies in the state of Rio Grande do Sul.

^{[10]}A Quantitative Descriptive cross-sectional study was carried out.

^{[11]}This study aimed to assess quality of life among patients with heart failure in Erbil city and to find the association of quality of life domains (physical, level of independence and social relationship) with some socio-demographic data (age, gender, level of education, and marital status)Methods: A quantitative design / a descriptive cross-sectional study was conducted at Hawler and Rizgary Teaching Hospitals in Erbil city Kurdistan region.

^{[12]}Methods : This was a cross sectional study with quantitative descriptive approach.

^{[13]}Methodology:The research design used for this study is a quantitative descriptive cross-sectional study.

^{[14]}A quantitative descriptive cross-sectional study was conducted, using a pretested questionnaire to collect data from 239 university students in Kavango east region.

^{[15]}Method: a quantitative descriptive cross - sectional study, carried out in two higher education institutions of Rio de Janeiro, with 250 students.

^{[16]}The research method uses quantitative design with cross sectional study.

^{[17]}Aim The aim of this quantitative descriptive, cross-sectional study was to evaluate the knowledge and practice of health practitioners who perform antenatal scans regarding safety aspects of diagnostic ultrasound.

^{[18]}This is a cross-sectional study among quantitative designs.

^{[19]}Methods: The research was carried out in a quantitative descriptive study with a cross-sectional study design.

^{[20]}Methods: A quantitative descriptive cross- sectional study was conducted at 23 selected health facilities in Wanging’ombe district.

^{[21]}This research is a quantitative descriptive study using a cross sectional study design.

^{[22]}

## multiple linear regression

The method of analysis used is quantitative deskriftif using multiple linear regression.^{[1]}This research uses quantitative descriptive method with multiple linear regression analysis assisted by SPSS 25 software.

^{[2]}The analytical tool applies Multiple Linear Regression Analysis with a quantitative descriptive analysis approach and SPSS Version 21 Software.

^{[3]}The approach that is used in this research is the quantitative approach, using multiple linear regression analysis technique and quantitative descriptive.

^{[4]}The sampling technique was random sampling with 173 samples and a total population of 63 sellers, while data analysis was carried out with quantitative descriptive analysis method using multiple linear regression analysis.

^{[5]}The method that will be used is quantitative descriptive by using multiple linear regression with interpretation through SPSS program version 19.

^{[6]}The analytical method used is a quantitative descriptive method, data analysis with partially and simultaneously act (multiple linear regression analysis with the help of the IBM SPSS Stastic program version 21.

^{[7]}Research approach by using quantitative descriptive method by analyzing Multiple Linear Regression to measure the performance of employees of PT.

^{[8]}A quantitative description of the different solvent parameters responsible for the notable solvent-dependent photo-physical properties of the investigated systems was extracted from multiple linear regression analysis of the experimental data using the Kamlet–Taft and Catalan formalisms.

^{[9]}The primary analytical tools are quantitative descriptive and multiple linear regression.

^{[10]}This study uses a non-experimental quantitative design using multiple linear regression analysis techniques.

^{[11]}This research belongs to the quantitative descriptive category by using multiple linear regression analysis, multiple linear regression.

^{[12]}The research method undertaken by the author in this paper is quantitative descriptive method using multiple linear regression analysis tool, the survey was conducted to 100 respondents of SMEs in Subang district.

^{[13]}The method of this study was quantitative descriptive with multiple linear regression analysis techniques.

^{[14]}The study was conducted using a quantitative descriptive approach with multiple linear regression analysis tools.

^{[15]}The method used in this study is a quantitative descriptive using the Multiple Linear Regression technique.

^{[16]}

## cross sectional approach

Methodology : The method in this research is quantitative descriptive with cross sectional approach, with the sample is all students of STIKES Bali Midwifery Study Program III, taken by the total population technique.^{[1]}Quantitative descriptive research methodology with a cross-sectional approach.

^{[2]}This research is a quantitative descriptive study with a cross sectional approach.

^{[3]}The research used quantitative descriptive with the cross-sectional approach.

^{[4]}The study design used quantitative descriptive with a cross-sectional approach.

^{[5]}The design study was quantitative descriptive cross-sectional approach.

^{[6]}The design of this study was quantitative descriptive using a cross sectional approach.

^{[7]}This study used quantitative design with cross-sectional approach.

^{[8]}This type of research is a quantitative descriptive study with a cross-sectional approach, with the stages, starting from the Development of Concepts and Instruments, data collection, and data processing and analysis.

^{[9]}This research applied a quantitative design with cross sectional approach.

^{[10]}Method: The method used in the research was a quantitative descriptive method with a cross-sectional approach.

^{[11]}

## random sampling technique

The method used in this research is using quantitative descriptive analysis involving all employees of Kelurahan Duren Jaya Bekasi using random sampling technique with proportional random sampling of 35 (thirty five) people.^{[1]}The method used in this study was to use quantitative descriptive analysis involving 90 (ninety) students using random sampling techniques.

^{[2]}The research method used quantitative descriptive, the research sample was taken with random sampling technique.

^{[3]}The research design used in this study was quantitative descriptive, with 137 pregnant women with anemia as the population and a total sample of 58 respondents taken with random sampling technique.

^{[4]}Using a quantitative descriptive cross-sectional research design, a hundred and fifty (150) OGP consumers were selected through a systematic random sampling technique from three accredited OGP retail outlets namely Pick n’ Pay, Spar and Woolworths.

^{[5]}The method used in this research is quantitative descriptive method with correlational technique and sampling is done by random sampling technique.

^{[6]}The method used in this study, using quantitative descriptive analysis with involving 120 (one hundred and twenty) Sales Promotion Girls (SPG) and using random sampling techniques.

^{[7]}

## purposive sampling technique

This research is a quantitative descriptive, population in this study are all company property and real estate listing in IDX as many as 48 companies with sampling purposive sampling techniques in order to obtain a sample 30 property and real estate company on the Stock Exchange.^{[1]}Quantitative descriptive research method was used in the research and questionnaire distributed to 200 respondents by applying purposive sampling technique.

^{[2]}This research is quantitative descriptive method which sample is chosen based on purposive sampling technique, tourists who visit at time total 107 respondents.

^{[3]}This type of research is a quantitative descriptive study, the population of this study is that all consumers who have bought batik clothing in PGS are infinite in number and the sampling method uses purposive sampling technique.

^{[4]}Methodology uses a quantitative design of a quasi-experimental pretest-posttest non-equivalent control group design with a total sample of 64 students taken by purposive sampling technique.

^{[5]}The research method used was quantitative descriptive with a purposive sampling technique of data collection.

^{[6]}the method used in this study uses quantitative descriptive methods and The population that came in the Dabu-Dabu Iris Fresh Restaurant, Manado Heritage is unknown, therefore the researcher took a sample of 50 respondents using a purposive sampling technique that is consideration of populations that are easily found and this research will only be given to visitors who have visited the House.

^{[7]}

## cross sectional design

This research used a quantitative descriptive correlational study with a cross-sectional design.^{[1]}Method: This research is a quantitative descriptive research using cross sectional design.

^{[2]}The research used a quantitative descriptive approach with a cross sectional design.

^{[3]}Method: This research is a quantitative descriptive study using a cross sectional design.

^{[4]}The study used a quantitative descriptive method with a cross sectional design.

^{[5]}This study used a quantitative descriptive method with cross-sectional design and was conducted at the Puskesmas Kendal Kerep in Malang City, April 2017.

^{[6]}Method : The study was quantitative descriptive with the cross-sectional design used sequential sampling with 30 nurses in critical and emergency care unit.

^{[7]}

## data analysis method

Data analysis method in this research is quantitative description.^{[1]}The method of analysis uses quantitative descriptive data analysis methods, described direct costs and indirect costs, as well as analyzing and comparing a situation so that conclusions can be drawn which include the application of the Time and Material Pricing Method as a basis for determining selling prices.

^{[2]}Research was conducted in February - March 2017 and data analysis method used in this research was qualitative and quantitative descriptive analysis.

^{[3]}The data analysis method used is quantitative descriptive analysis.

^{[4]}Quantitative descriptive was employed as data analysis method.

^{[5]}Data analysis method used in this research is quantitative descriptive analysis, that is income analysis of rubber farming system, to analyze difference income of farmer pattern I and pattern II using t test analysis.

^{[6]}

## quasi experimental method

The TGT Cooperative learning model was used with a quasi-experimental method and quantitative design.^{[1]}This research is a quantitative descriptive research using quasi-experimental methods.

^{[2]}The research employed quantitative descriptive with quasi experimental method.

^{[3]}This type of quantitative descriptive research with quasi-experimental methods, research design posttest-only control design.

^{[4]}The method used in this research is quantitative descriptive method with a quasi-experimental method.

^{[5]}

## chromatography mass spectrometry

In the study, volatiles were determined using solid-phase microextraction gas chromatography mass spectrometry (SPME-GC-MS) and aroma was determined by quantitative descriptive sensory analysis (QDA).^{[1]}Tea infusion sensory attributes were evaluated using quantitative descriptive analysis and the composition of volatiles were analyzed using headspace solid phase microextraction coupled with gas chromatography-mass spectrometry.

^{[2]}The aroma profiles of Spanish wine vinegars with Protected Designation of Origin (PDO) were described and compared for the first time by gas chromatography-mass spectrometry-olfactometry (GC-MS-O), odor-active values (OAVs) and quantitative descriptive analysis (QDA).

^{[3]}In order to differentiate the extra virgin olive oils (EVOO) of different origin of purchase, such as monovarietal Italian EVOO with protected denomination of origin (PDO) and commercial-blended EVOO purchased in supermarkets, a number of samples was subjected to the analysis of volatile aroma compounds by both targeted gas chromatography/mass spectrometry (GC-MS) and untargeted profiling by comprehensive two-dimensional gas chromatography/mass spectrometry (GC×GC-TOF-MS), analysis of phenols by targeted high-performance liquid chromatography/mass spectrometry (HPLC-DAD-ESI/MS), and quantitative descriptive sensory analysis.

^{[4]}

## one group pretest

Using a quantitative descriptive one group pretest/posttest design, stroke care, TeamSTEPPS® knowledge and attitudes toward IPE were assessed.^{[1]}This quantitative descriptive study used one group pretest-posttest design as research design.

^{[2]}This type of research is quantitative descriptive with the design of one group pretest-posttest.

^{[3]}Limited try out design using one group pretest-posttest design with