(Press-News.org) UNIVERSITY PARK, Pa. — Cloud-based computing directly contributes to business innovation, but rural businesses lacking sufficient broadband capacity to access cloud services are missing out on their innovation-boosting potential, according to a team of researchers from Penn State and the National Science Foundation. The findings can be used by policymakers and business-support organizations to foster greater opportunities for rural innovation.
“Innovation plays a critical role in keeping businesses competitive and viable, and in turn, healthy businesses are essential to vibrant rural economies. Therefore, we’re interested in understanding how best to support innovation among businesses, particularly rural businesses,” said Luyi Han, a postdoctoral scholar at the Penn State-based Northeast Regional Center for Rural Development. “Our findings provide concrete evidence that when rural businesses can access the cloud, they do so at similar rates as urban firms, and they engage in a similar volume of innovation.”
The study, published in the journal Telecommunications Policy, is the first to demonstrate that the use of cloud computing services contributes to business innovation, according to Timothy Wojan, a fellow with the National Center for Science and Engineering Statistics (NCSES) within the National Science Foundation, and a co-author of the study.
“We knew from earlier research that firms that subscribe to cloud services also report more innovation activity, but we didn’t know whether using the cloud actually enables innovation or is simply an indicator of an already innovative business,” said Wojan. “In this study, we used a relatively new and very detailed data set known as the Annual Business Survey, which allowed us to isolate any innovation-enabling effects of the cloud.”
The Annual Business Survey (ABS), which is conducted jointly by the U.S. Census Bureau and the NCSES, provides detailed data on U.S. firms, including their adoption of cloud computing and the different kinds of innovation they engage in. Using this data set, the researchers conducted a statistical analysis known as propensity score matching, in which they constructed groups of firms that are similar in terms of size, industry, age of the firm owner, and other variables known to affect innovation. Then they isolated firms that have adopted cloud computing from those that have not to compare their innovation activity.
“Propensity score matching allowed us to compare apples to apples, so to speak,” said Han. “By comparing firms that are similar in all respects except for their use of the cloud, we can be sure that any differences in innovation activity we see are a result of their cloud use.”
The researchers found that cloud adoption enables innovation, and the effect tended to be stronger on innovations in marketing and business practices than on other types, such as process innovation or new product development. For example, firms that use a cloud service are almost 6% more likely to report new-to-market innovation than a firm not using the cloud. This is expected as many marketing and business practice innovations rely on digitalization such as point-of-sale tracking or document control whereas process and product innovation may depend less on new computing capabilities.
Cloud-based services provide access to computing resources over the internet, allowing businesses to store data, access software applications and more, through online platforms such as a web browser or smartphone app. As a result, businesses often can replace in-house IT infrastructure with solutions that are generally more scalable, flexible and cost-effective. It’s therefore not surprising that its uptake creates opportunities for innovation, said Han.
“The cloud reduces the need for large up-front IT costs, so it reduces the cost of experimenting,” Han said. “Firms and their investors can make smaller investments in a larger number of ideas.”
The researchers also considered the rural-urban status of the firms in their study and found that use of cloud computing boosted innovation at similar rates across nine categories of community size, ranging from very small, rural towns to large metropolitan centers.
“There is a misconception that innovation is limited to big cities and companies with large research and development budgets,” said Stephan Goetz, professor of agricultural and regional economics at Penn State and director of the Northeast Regional Center for Rural Development, and a study co-author. “Our findings suggest that lower rates of business innovation seen in rural areas can be partially explained by their more limited access to the broadband speeds required to access the cloud.”
Goetz also noted that the team’s ability to carry out this research hinged on their access to Penn State's Census Research Data Center, one of 33 Federal Statistical Research Data Centers in the country. Han and Wojan went through a high-security clearance process to access the ABS data, one of several data sets used by the research team as part of a multiyear project led by Goetz examining innovation in rural communities and ways for communities to support rural entrepreneurs.
The research was supported in part by the U.S. Department of Agriculture National Institute of Food and Agriculture (NIFA), and by Penn State and NIFA Multistate/Regional Research Appropriations.
END
Digital divide hinders rural innovation, study shows
2023-06-12
ELSE PRESS RELEASES FROM THIS DATE:
Penile HIV infection is effectively prevented by antiretroviral treatment
2023-06-12
Of the 38 million people worldwide living with HIV, approximately 700,000 are newly infected men, primarily via sexual transmission. Sexually transmitted HIV infections in exclusively heterosexual men are acquired through the penis. In addition, semen which is produced in the male genital tract (MGT) has been recognized as the primary vector for vaginal and rectal HIV transmission. Notably, the risk of sexual HIV transmission increases with the presence of a concurrent sexually transmitted infection.
For the majority of patients, antiretroviral therapy (ART) rapidly decreases the viral load in blood and semen, ...
Breakthrough in glioblastoma treatment with the help of a virus
2023-06-12
In a recently published manuscript, Howard Colman, MD, PhD, Jon M. Huntsman Presidential Professor of Neuro-Oncology and co-leader of the Neurologic Cancers Disease Center and the Experimental Therapeutics CCSG program at Huntsman Cancer Institute, identified a potential breakthrough in glioblastoma treatment.
Glioblastoma, or GBM, is an aggressive type of brain cancer. According to Colman, this is the most common type of cancerous brain tumor in adults. Standard treatments include radiation and chemotherapy. Unfortunately, typical GBM tumors are often resistant ...
AMA strengthens its policy on protecting access to gender-affirming care
2023-06-12
CHICAGO—The American Medical Association (AMA) House of Delegates today passed the Endocrine Society’s resolution to protect access to evidence-based gender-affirming care for transgender and gender-diverse individuals.
As political attacks on gender-affirming care escalate, it is the responsibility of the medical community to speak out in support of evidence-based care. Medical decisions should be made by patients, their relatives and health care providers, not politicians.
In the resolution, the AMA committed to opposing any criminal and legal penalties against patients seeking ...
Even with insurance, many patients with diabetes turn to GoFundMe to offset high cost of care
2023-06-12
Abstract: https://www.acpjournals.org/doi/10.7326/M23-0540
URL goes live when the embargo lifts
An analysis of medical crowdfunding campaigns reveals the types of expenses that patients with diabetes may struggle to afford. The data showed that even insured patients with diabetes used GoFundMe to offset the excess costs of treatment beyond insulin, such as uncovered co-pays, indirect care, and alert dogs. The findings are published in Annals of Internal Medicine.
More than 40% of patients with diabetes in the United States have trouble ...
Working hard for money decreases consumers’ willingness to risk their earnings, study shows
2023-06-12
Studies show that consumers believe people who work hard for their money have higher incomes, are more financially literate and are more comfortable taking on prudent financial risk.
Similarly, national survey data used by policymakers to assess the relationship between effortful earning and financial risk-taking also shows a positive correlation between the two.
While, at the population level this may be true, new research from the University of Notre Dame shows that the harder an individual ...
Four-legged robot traverses tricky terrains thanks to improved 3D vision
2023-06-12
Researchers led by the University of California San Diego have developed a new model that trains four-legged robots to see more clearly in 3D. The advance enabled a robot to autonomously cross challenging terrain with ease—including stairs, rocky ground and gap-filled paths—while clearing obstacles in its way.
The researchers will present their work at the 2023 Conference on Computer Vision and Pattern Recognition (CVPR), which will take place from June 18 to 22 in Vancouver, Canada.
“By providing the robot with a better understanding of its surroundings in 3D, it can be deployed in more complex environments ...
Researcher explores vulnerabilities of AI systems to online misinformation
2023-06-12
A University of Texas at Arlington researcher is working to increase the security of natural language generation (NLG) systems, such as those used by ChatGPT, to guard against misuse and abuse that could allow the spread of misinformation online.
Shirin Nilizadeh, assistant professor in the Department of Computer Science and Engineering, has earned a five-year, $567,609 Faculty Early Career Development Program (CAREER) grant from the National Science Foundation (NSF) for her research. Understanding the vulnerabilities of artificial intelligence (AI) to online misinformation is “an important and timely problem to address,” ...
Food-drug interactions could be impactful for some lung cancer patients according to new study in JNCCN
2023-06-12
PLYMOUTH MEETING, PA [June 12, 2023] — New research in the June 2023 issue of JNCCN—Journal of the National Comprehensive Cancer Network found that when alectinib—a safe and effective small molecule kinase inhibitor used to treat some types of advanced lung cancer—was taken with a fuller breakfast, or with lunch, it resulted in significantly higher drug concentrations than when taken with a low-fat breakfast. The researchers, based out of Rotterdam, The Netherlands, evaluated 20 randomized patients who took one of two daily alectinib doses with either low-fat yogurt ...
U.S. consumers judge morality of armed self-protection on case-by-case basis, OSU research shows
2023-06-12
CORVALLIS, Ore. – American consumers use their understanding of gun rights when judging the morality of civilians’ use of guns to protect themselves from crime, and that assessment varies depending on specific scenarios, new research from Oregon State University shows.
The study’s objective was to explore Americans’ understanding of the Second Amendment, the only constitutional right that explicitly entitles individuals to a consumer product, and how that understanding guides which gun-related behaviors are deemed morally acceptable. The authors also examined how recent court rulings and legal and market ...
Magic cocktail generates lung’s most critical immune cell in the lab
2023-06-12
SAN ANTONIO (June 12, 2023) — Researchers at Texas Biomedical Research Institute have succeeded in generating the lung’s most important immune cell, the alveolar macrophage, in the lab. The cell culture model will make it much easier and inexpensive for researchers around the world to investigate lung inflammatory diseases and test new potential therapies.
Macrophages are the “Pac-Man” of the immune system, eating up garbage throughout tissues in the body. Alveolar macrophages specifically live in the lining of lung’s air sacs where air exchange occurs, and are usually the first immune cells to encounter pathogens entering the deep lungs, such as SARS-CoV-2 ...