(Press-News.org) NEW YORK—The keyword term a consumer uses in their search engine query can predict the likelihood that they will click on an organic or paid advertisement. That's according to new research by Columbia Business School that takes a unique look at a consumer's behavior between the keyword search and the point-of-click. The new information may give marketers the edge in converting even more consumer clicks on their sites.
The research, "Consumer Click Behavior at a Search Engine: The Role of Keyword Popularity," published in this month's Journal of Marketing Research gives advertisers and search engine companies a comprehensive picture of user activity once they arrive on the search results page.
"For example, a consumer looking to buy an automobile may search a popular term like 'car' in a search engine, but a high-involvement consumer would use a less popular keyword that may contain a specific make or model, like Corvette," said Kinshuk Jerath, co-author and professor at Columbia Business School. "Consumers using less popular search terms are more invested and closer to the product they are searching for, making them better targets for sponsored search advertising."
Additional takeaways from the research include:
Consumers using more popular keyword terms such as 'car' tend to have lower click activity overall
Consumers using less popular terms tend to have higher click activity overall and are more targetable for paid advertising
Consumers using less popular keywords expend more effort and are more invested in the product or service they are searching for
Day of the week has no impact on the likelihood of clicks by consumers
The study is co-authored by Liye Ma from the Robert H. Smith School of Business at the University of Maryland and Young-Hoon Park from the Johnson Graduate School of Management at Cornell University. The authors' believe this new insight into consumer click behavior will also help search engines to better optimize their search results landing page for users.
"Learning more about post-search consumer click activity will help search engines design better responses to consumer queries, helping not only the search engine users but advertisers as well," added Jerath.
The Research
The researchers obtained a collection of data on individual consumer click activity after keyword searches from a leading search engine firm in Korea. The layout of the Korean search engine is very similar to United States search engines, such as Google or Bing.
The search engine provided data on search and click activity for 1,200 keywords over a one-month period. Researchers sampled 120 keywords from the set of 1,200 uniformly at random. Using this data, the team then modeled the number of clicks by a user on the organic and paid lists that they are presented with after a keyword search.
INFORMATION:
To learn more about the cutting-edge research being conducted at Columbia Business School, please visit http://www.gsb.columbia.edu.
About Columbia Business School
Columbia Business School is the only world–class, Ivy League business school that delivers a learning experience where academic excellence meets with real–time exposure to the pulse of global business. Led by Dean Glenn Hubbard, the School's transformative curriculum bridges academic theory with unparalleled exposure to real–world business practice, equipping students with an entrepreneurial mindset that allows them to recognize, capture, and create opportunity in any business environment. The thought leadership of the School's faculty and staff, combined with the accomplishments of its distinguished alumni and position in the center of global business, means that the School's efforts have an immediate, measurable impact on the forces shaping business every day. To learn more about Columbia Business School's position at the very center of business, please visit http://www.gsb.columbia.edu.
Organic vs. paid advertising? Inside the mind of an online browser
New research by Columbia Business School offers rare insights into what consumers are thinking when they land on the search engine results page
2014-08-25
ELSE PRESS RELEASES FROM THIS DATE:
Former Hurricane Lowell finally fades away
2014-08-25
Satellite data showed that Lowell had ceased its life as a tropical cyclone over the past weekend.
By Saturday, August 23 at 11 p.m. EDT, the once mighty and huge Tropical Storm Lowell degenerated into a remnant low pressure area. At that time, the center of post-tropical cyclone Lowell was located near latitude 24.7 north and longitude 127.4 west. That's about 1,110 miles (1,790 km) west of the southern tip of Baja California, Mexico. The post-tropical cyclone was moving toward the northwest near 8 mph (13 kph) and maximum sustained winds decreased to 25 mph (55 kph).
NOAA's ...
NASA sees Marie become a major hurricane, causing dangerous surf
2014-08-25
The National Hurricane Center expected Marie to become a major hurricane (Category 3 or higher on the Saffir-Simpson Hurricane Wind Scale) and it did. On August 24, when NASA's Aqua satellite passed overhead, Marie reached Category 4 hurricane status and maintained strength on August 25. Marie continues to cause dangerous surf along the west coast of Mexico.
The MODIS instrument (or Moderate Resolution Imaging Spectroradiometer) aboard NASA's Aqua satellite took a visible picture of Hurricane Marie as it reached Category 4 hurricane status off the west coast of Mexico ...
NASA sees Tropical Storm Karina overpowered by Hurricane Marie
2014-08-25
Hurricane Marie is a powerhouse in the Eastern Pacific Ocean and because it is close to Tropical Storm Karina, Karina is being weakened by wind shear from the larger, more powerful storm. NOAA's GOES-East satellite captured the tiny storm near Hurricane Marie today.
On August 23, Karina had strengthened into a hurricane and by the next day wind shear had weakened the storm back into a tropical storm with maximum sustained winds near 70 mph (110 kph). Satellite data on August 24 gave Karina the classic appearance of a sheared tropical cyclone, showing the strongest storms ...
Satellites capture the birth and movement of Tropical Storm Cristobal
2014-08-25
The third tropical storm of the Atlantic hurricane season formed near the southeastern Bahamas on Sunday, August 24. NASA's Aqua satellite and NOAA's GOES-East satellites provided imagery of the storm's birth and movement.
System 96L lingered in the eastern Caribbean over the last couple of days and on Saturday, August 23, became a tropical depression. That depression strengthened into a tropical storm during the morning of August 24. A GOES-East satellite image was taken at 9:30 a.m. EDT on August 24 showed Cristobal as a rounded area of clouds north of Hispaniola (Haiti ...
Can auriculotherapy help relieve chronic constipation?
2014-08-25
New Rochelle, NY, August 25, 2014— Nearly 1 in 6 adults worldwide may suffer from chronic constipation and, over time, the disorder can cause serious complications. Auriculotherapy, a form of acupuncture that involves stimulating targeted points on the outer ear, may help in managing constipation. Evidence from numerous clinical studies published between 2007-2013 that evaluated the effectiveness of auriculotherapy in treating patients with constipation is presented and discussed in a Review article in The Journal of Alternative and Complementary Medicine, a peer-reviewed ...
INFORMS study shows social welfare may fall in a more ethical market
2014-08-25
For "credence services" such as auto-repair, healthcare, and legal services, the benefit to the customers for the service is difficult to assess before and even after the service. A new study in a journal of the Institute for Operations Research and the Management Sciences (INFORMS) finds that in a credence services market, when more service providers care about the customer's well-being, society as whole may actually be worse off.
The study titled, "Signaling through Pricing by Service Providers with Social Preferences," is by Baojun Jiang (Washington University in ...
Anticipating experience-based purchases more enjoyable than material ones
2014-08-25
To get the most enjoyment out of our dollar, science tells us to focus our discretionary spending on trips over TVs, on concerts over clothing, since experiences tend to bring more enduring pleasure than do material goods. New research shows that the enjoyment we derive from experiential purchases may begin before we even buy.
The findings are published in Psychological Science, a journal of the Association for Psychological Science.
This research offers important information for individual consumers those who are trying to "decide on the right mix of material and experiential ...
Biomimetic photodetector 'sees' in color
2014-08-25
Rice University researchers have created a CMOS-compatible, biomimetic color photodetector that directly responds to red, green and blue light in much the same way the human eye does.
The new device was created by researchers at Rice's Laboratory for Nanophotonics (LANP) and is described online in a new study in the journal Advanced Materials. It uses an aluminum grating that can be added to silicon photodetectors with the silicon microchip industry's mainstay technology, "complementary metal-oxide semiconductor," or CMOS.
Conventional photodetectors convert light into ...
Do closed-loop insulin delivery systems improve blood glucose control in type 1 diabetes?
2014-08-25
New Rochelle, NY, August 25, 2014—In a closed-loop control approach to managing type 1 diabetes, glucose sensors placed under the skin continuously monitor blood sugar levels, triggering the release of insulin from an implantable insulin pump as needed. The aim of this closed-loop insulin delivery system is improved control of blood glucose levels throughout the day and night. But a new study in adults and adolescents found that mean blood glucose levels remained at safe levels 53-82% of the time, according to the results published in Diabetes Technology & Therapeutics ...
Study shows promise in automated reasoning, hypothesis generation over complete medical literature
2014-08-25
HOUSTON – (Aug. 25, 2014) – With approximately 50 million scientific papers available in public databases– and a new one publishing nearly every 30 seconds – scientists cannot know about every relevant study when they are deciding where to take their research next.
A new tool in development by computational biologists at Baylor College of Medicine and analytics experts at IBM research and tested as a "proof-of-principle" may one day help researchers mine all public medical literature and formulate hypotheses that promise the greatest reward when pursuing new scientific ...
LAST 30 PRESS RELEASES:
Emotive marketing for sustainable consumption?
Prostate cancer is not a death knell, study shows
Unveiling the role of tumor-infiltrating immune cells in endometrial carcinoma
Traditional Chinese medicine unlocks new potential in treating diseases through ferroptosis regulation
MSU study pinpoints the impact of prenatal stress across 27 weeks of pregnancy
Biochemist’s impact on science and students honored
ELF4: A key transcription factor shaping immunity and cancer progression
Updated chronic kidney disease management guidelines recommend SGLT2 inhibitors regardless of diabetes or kidney disease type
New research explores how AI can build trust in knowledge work
Compound found in common herbs inspires potential anti-inflammatory drug for Alzheimer’s disease
Inhaled COVID vaccine begins recruitment for phase-2 human trials
What’s in a label? It’s different for boys vs. girls, new study of parents finds
Genes combined with immune response to Epstein-Barr virus increase MS risk
Proximity and prejudice: Gay discrimination in the gig economy
New paper suggests cold temperatures trigger shapeshifting proteins
Reproductive justice–driven pregnancy interventions can improve mental health
Intranasal herpes infection may produce neurobehavioral symptoms, UIC study finds
Developing treatment strategies for an understudied bladder disease
Investigating how decision-making and behavioral control develop
Rutgers researchers revive decades-old pregnancy cohort with modern scientific potential
Rising CO2 likely to speed decrease in ‘space sustainability’
Study: Climate change will reduce the number of satellites that can safely orbit in space
Mysterious phenomenon at center of galaxy could reveal new kind of dark matter
Unlocking the secrets of phase transitions in quantum hardware
Deep reinforcement learning optimizes distributed manufacturing scheduling
AACR announces Fellows of the AACR Academy Class of 2025 and new AACR Academy President
TTUHSC’s Graduate School of Biomedical Sciences hosts 37th Student Research Week
New insights into plant growth
Female sex hormone protects against opioid misuse, rat study finds
Post-Dobbs decision changes in obstetrics and gynecology clinical workforce in states with abortion restrictions
[Press-News.org] Organic vs. paid advertising? Inside the mind of an online browserNew research by Columbia Business School offers rare insights into what consumers are thinking when they land on the search engine results page