Market Research Reports Research Articles

Sales rate forecasting of single-detached houses using artificial neural network technique

Although the predicted number of sold units per month is one of the most necessary information to study the feasibility of detached-housing estate projects, traditional forecasting methods are limited. The research objective was to apply the Artificial Neural Network (ANN) technique to develop a sales rate forecasting model by compiling factors from an appropriate literature review. Then, 100 housing project data were collected from market research reports and the projects' websites and analyzed using the ANN technique. The results showed the ANN network with 16 input nodes from 10 factors: Selling price, Number of bathrooms, Number of bedrooms, Distance from the main road, Distance from the bus stop, Distance from the expressway, Distance from the metro station, Distance from the gas station, Distance from the shopping mall, and Project location zone. The acquired model had a Root Mean Square Error (RMSE) of ±6.296, and the slope and R2 values of the linear regression analysis between the forecasted rate and the actual rate were 0.620 and 0.571, respectively. The findings guide real estate developers and academia on the factors affecting the sales rate and provide a decision support model for investment and design of projects and confirm the potential of ANN in solving the problem with limited numbers of data.

Global and China fuel cell market and trend research report 2023: Breakthroughs in localization of core fuel cell technology to drive growth

Global and China fuel cell market and trend research report 2023: Breakthroughs in localization of core fuel cell technology to drive growth

Global antimicrobial additives market expected to achieve a CAGR of 8.9%

Market research firm Grand View Research have recently published a market research report on the antimicrobial Additives Market. They concluded the global antimicrobial additives market to be at USD 2.87 billion in 2022, with an expected growth (CAGR) of 8.9% from 2023 to 2030.

Global synthetic rubber market research report 2022-2027: Analysis of Ziegler-Natta Catalyst, Metallocene Catalyst, Ace Technology, AMC Technology, & Bio-based EPDM Technologies

Global synthetic rubber market research report 2022-2027: Analysis of Ziegler-Natta Catalyst, Metallocene Catalyst, Ace Technology, AMC Technology, & Bio-based EPDM Technologies

Laboratory-grown Diamond Market Research Report

Laboratory-grown Diamond Market Research Report

Pengaruh Brand Image terhadap Keputusan Pembelian pada Smarthphone Samsung Galaxy A51 di Kecamatan Muara Bulian Kabupaten Batang Hari

Samsung took the top spot from the report of 26.9% of market research firm IDC and report of market research firm Counterpoint. However, according to a report by market research firm Canalys, Samsung came in second. Samsung's smartphone sales in the last five years were 0.47%. Samsung has offered various types to the Indonesian market share, so that the Samsung Galaxy A51 is included in the top 5 best-selling smartphones in Indonesia based on a report by market research firm Omdia and Canalys at the end of 2020 in second place with sales of 11.4 million units. The purpose of this study was to determine the effect of brand image on purchasing decisions in Muara Bulian sub-district, Batanghari district. Brand image indicators include brand performance, brand social image, value received by consumers, consumer confidence in the brand, personal feelings towards the brand. While the indicators on purchasing decisions are the dimensions of quality and services, sales activities, after-sales service, company values. This study uses Primary and Secondary Data obtained from the results of distributing questionnaires to the people of Bulian District, Batanghari Regency who use the Samsung Galaxy A51 smartphone. And the data were analyzed by simple linear regression method. Samsung Galaxy A51 is a Galaxy series launched by PT. Samsung Electronics in December 2019. From the results of Simple Linear Regression with SPSS 20, the equation Y = 1.729 + 0.512X is obtained where the equation shows a positive influence between brand image on consumer purchasing decisions in Muara Bulian sub-district, Batanghari district, as evidenced by the regression coefficient which has an equation of 0.613. And the influence of brand image is 37.6% with the remaining 62.4% caused by other factors that are not researched that can influence purchasing decisions of the people of Muara Bulian sub-district, Batanghari district.

Counting the carbon cost of heparin: an evolving tragedy of the commons?

Heparin, which is listed in WHO's Model List of Essential Medicines, 1 WHOWorld Health Organization model list of essential medicines—22nd list, 2021. World Health Organization, Geneva2021 Google Scholar was discovered in 1916 and has been used as an anticoagulant since 1935, possessing potentiating effects on antithrombin. The global demand for heparin is rising, with the global heparin pharmaceutical market projected to grow from US$9·38 billion in 2021 to US$12·06 billion in 2028, and there is a possibility that demand might outstrip supply. 2 Fortune Business InsightsHeparin market: market research report. https://www.fortunebusinessinsights.com/heparin-market-104447Date: 2020 Date accessed: May 8, 2022 Google Scholar In addition to increased usage for treatment of rising cardiovascular disease and thrombosis cases in ageing populations, the demand for heparin has been exacerbated by its use during the COVID-19 pandemic for thromboprophylaxis and treatment of COVID-19-associated thromboembolic disease.

Health and Wellness Market Research Report 2022-2027 | Syndicated Analytics

Health and Wellness Market Research Report 2022-2027 | Syndicated Analytics

Impact of the Pandemic on Consumer Behavior and Business Strategy in India

The COVID-19 pandemic that engulfed the entire world since the beginning of 2020 forced consumers to learn the new ways of life and unlearn the existing habits within the paradigm of time flexibility but location rigidity. As consumers adapt to the ‘new normal’ of life, they embrace new digital technologies to facilitate work, study, and consumption in a more convenient manner. These newly adopted habits are visible not only at the home front but also in public places in the form of using safety gears (masks, sanitizers) and using digital platforms (to ensure social distancing). The COVID-19 protocols have led to significant disruptions in consumer behavior and consequent responses of companies in the form of their preparedness for new norms of consumer behavior. This, in turn, is posing a challenge for the future sustainability and viability of businesses, necessitating strategic changes in the business model and the marketing strategies to remain apt to consumers’ current and future needs. Companies that were unable to adjust and adapt to these sudden changes posed by the pandemic perished very soon. The present paper investigated the impact of the pandemic on the behavior of Indian consumers and their consumption habits. Though there are many studies on epidemics and pandemics, their focus is mainly on the macro-issues of the economy. The present study tried to fill this research void by analyzing the behavior of consumers in India during the pandemic, as pointed out in the market research reports by prominent research analyst firms. The paper also highlighted the implications of the changed consumer behavior for marketers in the future.

Self-Care Medical Devices Market Research Report 2022-2027 | Syndicated Analytics

Self-Care Medical Devices Market Research Report 2022-2027 | Syndicated Analytics

Cakes and Pastries Market Research Report 2022-2027 | Syndicated Analytics

Cakes and Pastries Market Research Report 2022-2027 | Syndicated Analytics

Football Equipment Market Research Report 2021-2026 | Syndicated Analytics

Football Equipment Market Research Report 2021-2026 | Syndicated Analytics

Frozen Fish and Seafood Market Research Report 2022-2027 | Syndicated Analytics

Frozen Fish and Seafood Market Research Report 2022-2027 | Syndicated Analytics

Smart Connected Washing Machine Market Research Report 2022-2027 | Syndicated Analytics

Smart Connected Washing Machine Market Research Report 2022-2027 | Syndicated Analytics

Sanitary Napkin Market Research Report 2022–2027 | Syndicated Analytics

Sanitary Napkin Market Research Report 2022–2027 | Syndicated Analytics

Online Children's Apparel Market Research Report 2021-2026 | Syndicated Analytics

Online Children's Apparel Market Research Report 2021-2026 | Syndicated Analytics

CPG Logistics Market Research Report 2021-2026 | Syndicated Analytics

CPG Logistics Market Research Report 2021-2026 | Syndicated Analytics

Dental Crowns and Bridges Market Research Report 2021-2026 | Syndicated Analytics

Dental Crowns and Bridges Market Research Report 2021-2026 | Syndicated Analytics

School Stationery Supplies Market Research Report 2021-2026 | Syndicated Analytics

School Stationery Supplies Market Research Report 2021-2026 | Syndicated Analytics

Refrigerated Warehousing Market Research Report 2021-2026 | Syndicated Analytics

Refrigerated Warehousing Market Research Report 2021-2026 | Syndicated Analytics