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66 results for “retail”

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zenodo20/100

Impact of Work Role Stressors Towards Turnover Intention: Mediating Effect of Job Stress and Job Satisfaction of Generation Z in The Retail Industry

Open the record for dataset details and reuse information.

opencc-by-4.0Jul 2024View details →
zenodo20/100

Service Level Anchoring in Demand Forecasting: The Moderating Impact of Retail Promotions and Product Perishability

<p>This dataset is used for the working paper 'Service Level Anchoring in Demand Forecasting: The Moderating Impact of Retail Promotions and Product Perishability,' authored by Fahimnia, Tan, and Tahirov. The data was collected during a laboratory experiment designed based on data from a real case in the fast-moving consumer goods (FMCG) industry. Each subject was assigned to one of the following treatment groups:</p> <p>&nbsp;</p> <ul> <li>T1 (control group) - forecasts were made for a <strong>nonperishable</strong> product (shelf life of 9 months), with <strong>no service level</strong> information.</li> <li>T2 - forecasts were made for a <strong>nonperishable</strong> product, with a <strong>high service level </strong>information.</li> <li>T3 - the forecasts were still for a n<strong>onperishable</strong> product, with a<strong> lower service level&nbsp;</strong>information.</li> <li>T4 - forecasts were made for a <strong>perishable</strong> product, with <strong>high service level</strong> information.</li> <li>T5 - forecasts were made for a <strong>perishable</strong> product, with <strong>low service level</strong> information.</li> </ul> <p>&nbsp;</p> <p>A total of 313 subjects prepared four forecasts each. For each forecast, a subject was provided with 30 weeks of sales data, including both normal and promotional weeks. The promotional weeks were highlighted as 'Promo.' The subjects were asked to provide their forecasts for week 31, basing their forecasts solely on historical data and potential sales promotions. Mean absolute percentage error (MAPE) was used to assess the accuracy of the forecasts. Percentage forecast bias was used to measure the deviation of adjusted forecasts from the normative benchmark forecast.</p> <p>The new version of dataset includes three Excel files:</p> <ul> <li>Excel file 1 (&ldquo;DataSet.xlsx&rdquo;) &ndash; This file contains the average adjusted forecast for each subject during both the promotional and non-promotional periods, along with other data such as demographic information, calculated MAPE, forecast bias, service level, and product perishability.</li> <li>Excel file 2 and 3 (&ldquo;Pool_1_Perishable&rdquo; and &ldquo;Pool_2_Non perishable&rdquo;) - These files contain all the real datasets for perishable and non-perishable products used during the experiment.</li> </ul>

restrictedcc-by-4.0Jul 2024View details →
ClinicalTrials.gov20/100

Sexual Health Access at Retail Pharmacies: Advancing Pharmacy-based Delivery of Primary STI and HIV Prevention for Cisgender Women

ClinicalTrials.gov study NCT07361926. IPD Sharing: Not stated. Countries: 0. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov20/100

Prospective Observational Study of Concomitant Allergic Rhinitis Treatment Patterns Among Patients Starting on Fluticasone Furoate Nasal Spray in a Retail Pharmacy Setting

ClinicalTrials.gov study NCT01337323. IPD Sharing: Not stated. Countries: 0. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov20/100

Health Improvement Through Food and Lifestyle Intervention Based On Personalized Retail Advice

ClinicalTrials.gov study NCT04102891. IPD Sharing: NO. Countries: 0. Publications: 0.

closedIPD-NOFeb 2026View details →
zenodo12/100

Database of the Figs and Chestnut Retailers

Open the record for dataset details and reuse information.

restrictedcc-by-4.0May 2024View details →

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record