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• Tenured and tenure-track faculty, PhD students, and postdoctoral researchers from an accredited academic institution are eligible to have direct access to data from the Kilts Center. Each eligible researcher accessing the data must register and have approval from the Kilts Center.
• Each individual eligible to access the data must have a subscription at her/his own home institution and be registered and approved by the Kilts Center.
• All coauthors must be employed full-time by and/or enrolled as a student in an academic institution. Coauthors outside of an accredited academic institution are prohibited.
• Approved researchers (e.g., faculty, PhD students, and postdocs) may work with support staff (e.g., research assistants, research professionals) from their own institution. Support personnel do not register. Instead, the approved researcher is responsible for obtaining and ensuring security of the data.
• Access by PhD students or postdoctoral researchers requires a subscription by the student鈥檚 or postdoc鈥檚 advisor. The advisor must be a full-time tenured or tenure-track professor from the same institution. The PhD student or postdoc and the faculty advisor are each required to register.
• Registered and policy-compliant PhD students who graduate and take a job at an unsubscribed accredited academic institution may within six months of graduation apply for a three-year, no-cost extension contract for projects that meet the following criteria:
  1. Each working paper must be registered with the Kilts Center as a separate project
  2. Project(s) must be approved 12 months prior to the graduation date
  3. At least six (6) months prior to the graduation date, the student must have posted a working paper to the or have submitted it to a journal.
• PhD students who graduate and take a job outside of an accredited academic institution are no longer eligible to access data; however, they can be a coauthor (without access to the data) on a project that meet the following criteria:
  
  1. Each working paper must be registered with the Kilts Center as a separate project
  2. Project(s) must be approved 12 months prior to the graduation date
  3. At least six (6) months prior to the graduation date, the student must have posted a working paper to the  or have submitted it to a journal.

• All researchers are required to comply with the following AI-related policies defined by NielsenIQ and Nielsen.

NielsenIQ Policy
Applies to: Consumer Panel, Retail Scanner, Annual Ailments, Health, and Wellness Survey, and Custom Panel Views Surveys

Client shall not use the Services or Information (a) to enrich or enhance third-party retail, market or consumer measurement data sets; (b) in any Client external facing application or any third-party application; or (c) in conjunction with any machine learning, neural network, deep learning, predictive analytics or other artificial intelligence computer or software program.

Nielsen Policy
Applies to: Ad Intel

Client may not, and may not allow any third party use any Nielsen data or services (including any Nielsen Information) to create, develop, improve, modify, or train any machine learning or artificial intelligence technique, algorithm, application, software, platform and/or automated process (individually and collectively, 鈥淎lgorithms鈥�) or allow any Nielsen data or services (including any Nielsen Information) to be used with any Algorithms, including to modify, improve, train, or score any data or otherwise produce insights.

• Researchers must register with the Kilts Center a detailed description of each project. Each paper a researcher anticipates writing should be its own project.
• Researchers must disclose any changes to their project scope, coauthors, or funding sources during the course of their research.
• Researchers may use the data for strictly academic research projects focused on important issues of wide and general interest.
• Research projects commissioned, sponsored, or funded by an industry source, government organization, industry group, nonprofit organization, or private company must be reviewed and approved by Nielsen as part of the registration process. Unapproved research of this nature is strictly prohibited.
• Narrowly focused projects on subjects of interest only to specific industries or firms may be declined.
• Use of the data for consulting purposes of any kind, including litigation support, is strictly prohibited.
• Projects with the primary purpose of evaluating Nielsen's data-collection approach or methodologies will not be approved.
• Researchers must not disclose any personally identifiable information (PII) about consumer panelists or details that would permit the re-identification of the panelists.
• Researchers licensed by NielsenIQ to use any other consumer panel data must have written permission from NielsenIQ to link anonymized household IDs.
• Researchers must not disclose UPC-level pricing or other UPC-level data that NielsenIQ received from retailers.
• Researchers using NielsenIQ data must take all necessary steps to protect retailer identities. This means they may not explicitly name retailers or include details that could allow readers to infer their identity.
• Researchers using NielsenIQ data may not report results for any single retail parent company or any of its individual retail chains/banners. Researchers must aggregate findings across multiple parent companies to comply with NielsenIQ’s policy on protecting retailer identities. This applies to reporting any types of results (e.g. charts, tables, graphs, other analyses) and all forms of communication (e.g. papers, presentations).
• Researchers whose work is related to anti-trust, collusion, mergers, and illegal activities must always mask brand names and manufacturers so that no one can reidentify them.

• Every researcher must register and submit an annual status update and disclose changes to my project scope, new funding sources, coauthors, and other updates as requested.
• Data must be stored only on devices and computers owned by the subscribed institution or permissible Third Party Hosting Systems. The permissible Third Party Hosting Systems must have at least one of the following information security certifications: (a) federal Family Educational Rights and Privacy Act (FERPA); (b) SSAE16 SOC2; and/or (c) ISO27001 security certifications. No amount of data should ever be stored on a personal computer.
• Within 15 days of a subscription end date or deactivation, each researcher must provide all papers, complete a final report, and provide signed verification that she/he destroyed and purged all copies of the data during deactivation.

Researchers must submit copies of all proposed publications—including papers, reports, presentations, abstracts, dissertations, manuscripts, and journal articles—to the Kilts Center for review. Once a document is approved, researchers must wait 30 days before any public release, including on SSRN or to journals. Distributed materials may contain only limited excerpts of NielsenIQ and Nielsen data, where 'limited excerpts' refer to portions that would not serve as a substitute for purchasing access.

Thirty (30) days after providing Kilts Center a copy of a working paper, researchers must submit such papers to the .

Researchers are required to notify the Kilts Center of publications resulting from their work with the data, even after they have stopped using the data.

Data providers require specific citation and disclaimer details in all presentations, working papers, journal articles, dissertations, and publications. Citations vary according to what data you use. Please see below.

Citations for papers only using NielsenIQ data

NielsenIQ data include Consumer Panel, Retail Scanner, Custom Panel Views, and Annual Ailments, Health, and Wellness

Researcher(s)' own analyses calculated (or derived) based in part on data from Nielsen Consumer LLC and marketing databases provided through the NielsenIQ Datasets at the Kilts Center for Marketing Data Center at 逗逼直播.

The conclusions drawn from the NielsenIQ data are those of the researcher(s) and do not reflect the views of NielsenIQ. NielsenIQ is not responsible for, had no role in, and was not involved in analyzing and preparing the results reported herein.

Citation details for papers only using Nielsen data

Nielsen data include Ad Intel

Researcher(s)' own analyses calculated (or derived) based in part on data from The Nielsen Company (US), LLC and marketing databases provided through the Nielsen Datasets at the Kilts Center for Marketing Data Center at 逗逼直播.

The conclusions drawn from the Nielsen data are those of the researcher(s) and do not reflect the views of Nielsen. Nielsen is not responsible for, had no role in, and was not involved in analyzing and preparing the results reported herein.

Citation details for papers both using NielsenIQ and Nielsen data

NielsenIQ data include Consumer Panel, Retail Scanner, Custom Panel Views, and Annual Ailments, Health, and Wellness. Nielsen data include Ad Intel.

Researcher(s)' own analyses calculated (or derived) based in part on (i) retail measurement/consumer data from Nielsen Consumer LLC ("NielsenIQ"); (ii) media data from The Nielsen Company (US), LLC ("Nielsen"); and (iii) marketing databases provided through the respective NielsenIQ and the Nielsen Datasets at the Kilts Center for Marketing Data Center at 逗逼直播.

The conclusions drawn from the NielsenIQ and Nielsen data are those of the researcher(s) and do not reflect the views of Nielsen. Nielsen is not responsible for, had no role in, and was not involved in analyzing and preparing the results reported herein.