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To set the stage, the chapter presents an overview of the documented effects of social relationships on health behavior change. Investigators from a variety of disciplines have attempted to understand and harness these social ties for health promotion.
Online communities, which digitize peer-to-peer communication, provide a unique opportunity to researchers to understand the mechanisms underlying human behavior change.
Security transdisciplinary methods that draw upon socio-behavioral theories, and information and network sciences, analysis of communication patterns underlying social media user interactions is possible at scale.
Examples of such translational projects and implications for public health practice are discussed to conclude the chapter. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health and the Cancer Prevention and Research Institute of Texas.
We would like to express our sincere gratitude to our collaborator Dr. Cobb for providing us with de-identified data from QuitNet platform. Methods of Analysis and Opportunities for Intervention.
This is a preview of subscription content, log in to 06230 access. Abraham C, Michie S. A taxonomy of behavior change techniques used in interventions. Finding high quality content in social media.
Paper presented at the Proceedings of the international conference on Web search and web data mining, Springer; [cited Jun 24]. From intentions to actions: Theories of reasoned action and planned behavior as models of condom use: Peers, schools, and adolescent cigarette smoking.
Estimating peer effects in adolescent smoking behavior: Social network effects in alcohol consumption among adolescents. Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks.
Proc Natl Acad Sci. Towards smartphone-based sensing of social interaction for ambulatory assessment. ACM; [cited Jun 24]. Social foundations of thought and action: A social cognitive theory [Internet].
Social cognitive theory of mass communication. Handbook of social psychological theories. J Mach Learn Res. Analytic Technologies; Google Scholar. Social contagion and innovation: A social media-based physical activity intervention: Am J Prev 06230. Cancer prevention and control interventions using social media: Cancer Epidemiol Biomark Prev.
The spread of behavior in an online social network experiment. Social media and the science of health behavior. Automatically generated consumer health metadata using semantic spaces. Australian Computer Society, Inc.
Social media use in the United States: J Med Internet Res. The spread of obesity in a large social network over 32 years. N Engl J Med. The collective dynamics of smoking in a large social network.
A study of informational support exchanges in MedHelp alcoholism community. Initial evaluation of a real-world Internet smoking cessation system. Cohen Web, Widdows D.
Reflective Random Indexing and indirect inference: Promoting behavior change from alcohol use through mobile technology: Alcohol Clin Exp Res. Social support in cyberspace: The connection between academic failure and adolescent drinking in secondary school.
Peer context and the consequences of adolescent drinking. Computer-assisted update of a consumer health vocabulary through mining of social network data. J Med Internet Res [Internet].
The effectiveness of an internet support forum for carers of people with dementia: Linear models with spatially distributed data spatial disturbances or spatial effects?
Network autocorrelation models some Monte Carlo results. Social media update Pew Res Cent [Internet]. Organizational and community approaches to community-wide prevention of heart disease: Characterizing the sublanguage of online breast cancer forums for medications, symptoms, and emotions.
The peer context of adolescent substance use: A systematic investigation of the differential predictors for speeding, drink-driving, driving while fatigued, and not wearing a seat belt, among young drivers.
A theory of reasoned action: Fisher J, Clayton M. Who gives a tweet: Understanding and promoting AIDS-preventive behavior: Dynamic spread of happiness in a large social network: Frank O, Strauss D.
J Am Stat Assoc. Centrality in social networks conceptual clarification. A semantic imitation model of web tag choices. Paper presented at the Computational Science and Engineering, Fujimoto K, Valente TW.
Social network influences on adolescent substance use: Alcohol peer influence of participating in organized school activities: The network autocorrelation model using two-mode data: A network method of measuring affiliation-based peer influence: The decomposed affiliation exposure model: Venue-mediated weak ties in multiplex HIV transmission risk networks among drug-using male sex workers and associates.
Statistical data mining and knowledge discovery. Effectiveness of an internet-based worksite smoking cessation intervention at 12 months. Griffiths T, Steyvers M. A probabilistic approach to semantic representation.
The WEKA data mining space Halliday TJ, Kwak S, et al. Identifying endogenous peer effects in the spread of obesity. University of Hawaii-Minoa [Internet].
ACM; [cited Mar 24]. Space two aspirin and tweet me in the morning: Social networks and social support. Br J Health Psychol. Unsupervised learning security probabilistic latent semantic analysis.
House JS, et al. Work stress and social support [Internet].
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The Mailer has agreed to pay postage at a rate discounted at twelve 12 percent off nondiscounted published rates in effect on the date of mailing in accordance with Exhibit 1.
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March 8, , through March 7, March 5, , through March 4, The Agreement was published on page 69 of Postal Bulletin The Amendment modifies the term of the Agreement.
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The Agreement was published on page 37 of Postal Bulletin April 25, , through April 24, December 9, , through December 8, The Agreement was published on page 35 of Postal Bulletin March 19, , through March 18, Compliance Date for New Customs Forms Rescheduled to April 4, ” noted that, starting on April 4, , mailers must use the January editions of the following three customs forms: However, we have rescheduled the mandatory compliance date for using the January editions of these forms to June 5, This extension will not require a change to the language in the printed version of the International Mail Manual IMM or the online version of the IMM, which can be accessed via Postal Explorer at http: The Corps of Discovery, Item , on May 14, , in the following cities: The prestige booklet goes on sale nationwide May 15, It is the third such booklet to be issued by the Postal Service, following U.
Navy Submarines and Old Glory Louis to the Pacific Ocean and back. Along the way, they explored much of the territory of Louisiana, the vast uncharted wilderness west of the Mississippi River that the United States had recently purchased from France.
They mapped rivers; collected plants and animals new to science; held councils with Indians; and kept detailed journals – books destined to become classics of both American history and American literature.
The booklet contains two semijumbo stamp designs in self-adhesive panes of Deas in a style reminiscent of early 19th-century portraits of the two explorers. The text was written by Ron Fisher, a Lewis and Clark enthusiast who has visited many of the expedition’s sites and first wrote about the Corps of Discovery in Fisher’s article, “Lewis and Clark: Naturalist-Explorers” appeared in the October issue of National Geographic.
Customers have 30 days to obtain the first day of issue postmark by mail. They should affix the stamps to envelopes of their choice, address the envelopes to themselves or others , and place them in a larger envelope addressed to: Customers requesting multiple cancellations two or more first day cancellations should send their request to: Customers should specify how they wish their stamps to be cancelled i.
Without specific instructions, the Postal Service will apply the Hartford, Illinois, cancellation. After applying the first day of issue postmark, the Postal Service will return the envelopes through the mail.
There is no charge for the postmark. All orders must be postmarked by June 13, Sales of this item must be tracked in account identifier code AIC Each site will receive sets.
The Lewis and Clark prestige booklet will not be distributed to or sold at all Post Offices. SDOs will receive an automatic distribution of this philatelic item for subsequent distribution to each philatelic window.
Philatelic distributions are rounded to master carton size prestige booklets. SDOs requiring additional prestige books to meet philatelic center demand must order them from the appropriate accountable paper depository APD using PS Form Authorized philatelic centers nationwide must acquire and maintain a supply of this philatelic Item as long as customer demand exists, until inventory is depleted, or until the prestige booklet is officially withdrawn from sale.
If supplies run low, philatelic centers must reorder additional quantities using their normal ordering procedures. Sales of Item must be tracked in AIC The stamp, designed and painted by Michael J.
The stamp depicts Meriwether Lewis and William Clark standing on a promontory surveying the countryside. The Corps of Discovery, see related article on page 19 of this Postal Bulletin.
They should affix the stamps to envelopes of their choice, address the envelopes to themselves or others , and place them in a larger envelope addressed to any one of the following cities: To request multiple cancellations i.
Customers should specify how their stamps are to be cancelled i. If customers do not specify the states, the Postal Service will apply the Hartford, Illinois, cancellation. Stamp Fulfillment Services also offers first day covers for new stamp issues and Postal Service stationery items postmarked with the official first day of issue cancellation.
Each item has an individual catalog number and is offered in the quarterly USA Philatelic catalog. First day covers remain on sale for at least 1 year after the stamp’s issuance.
There are no philatelic products for this stamp issue. Stamp distribution offices SDOs will receive approximately one-third the standard automatic distribution quantity for a PSA sheet stamp.
Distributions are rounded up to the nearest master carton size 40, stamps. SDOs with authorized philatelic centers will receive an automatic d istribution of these stamps in nine positions for subsequent distribution to each philatelic window.
All Post Offices must acquire and maintain a supply of each new commemorative stamp as long as customer demand exists, until inventory is depleted, or until the stamp is officially withdrawn from sale.
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The stamp honors sculptor Isamu Noguchi on the th anniversary of his birth. Noted for merging Western and Eastern influences, Noguchi expanded the definition of sculpture with creations that ranged from portraiture and abstract sculpture to graceful meditation gardens and sprawling landscapes.
Drawing no distinction between art and design, Noguchi also created furniture, theater sets, and other functional objects that demonstrated his desire to make sculpture useful to society.
The pane of 20 stamps features five different works by Noguchi: The selvage features a photograph of Noguchi taken by Eliot Elisofon for publication in Below the photograph is text reading, “sculptor ” and the quotation by Noguchi, “Everything is sculpture.
Any material, any idea without hindrance born into space, I consider sculpture. They should affix the stamps to envelopes of their choice,. All orders must be postmarked by June 17, Stamp distribution offices SDOs will receive two automatic distributions of Item The first distribution of approximately one-fourth the standard automatic distribution quantity for a sheet stamp will be completed on April 22, The second distribution, also approximately one- fourth the standard automatic distribution quantity for a PSA sheet stamp, will be completed on May 13, SDOs with authorized philatelic centers will receive an automatic distribution of these stamps in six positions for subsequent distribution to each philatelic window.
The Sea Coast nonprofit stamp was previously issued: Customers have 90 days to obtain the first day of issue postmark by mail. All orders must be postmarked by July 5, Stamp distribution offices SDOs will not receive an automatic distribution of Item The American Eagle definitive stamp was previously issued on June 26, , in a pressure-sensitive adhesive PSA coil of 10, Item All orders must be postmarked by August 11, Each cover must have sufficient postage to meet current First-Class Mail postage.
Pictorial Cancellations Announcement As a community service, the Postal ServiceTM offers pictorial cancellations to commemorate local events celebrated in communities throughout the nation.
A list of events for which pictorial cancellations are authorized appears below. If available, the sponsor of the pictorial cancellation appears in italics under the date. Also provided, as space permits, are illustrations of those cancellations that were reproducible and available at press time.
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Such items will be returned unserviced. Customers wishing to obtain a cancellation should affix stamps to any envelope or postcard of their choice, address the envelope or postcard to themselves or others,insert a card of postcard thickness in envelopes for sturdiness, and tuck in the flap.
Place the envelope or postcard in a larger envelope and address it to: Customers can also send stamped envelopes and postcards without addresses for cancellation, as long as they supply a larger envelope with adequate postage and their return address.
Socially influencing technologies for health promotion: Finding meaning in social media: Stud Health Technol Inform. Identifying persuasive qualities of decentralized peer-to-peer online social networks in public health.
Springer; [cited Mar 24]. Content-driven analysis of an online community for smoking cessation: Am J Public Health. In pursuit of theoretical ground in behavior change support systems: Content-specific network analysis of peer-to-peer communication in an online community for smoking cessation.
From tweets to polls: Bull World Health Organ. Estimation methods for models of spatial interaction. Tragic, but not random: Poirier J, Cobb NK. Social influence as a driver of engagement in a web-based health intervention.
A review of multiple health behavior change interventions for primary prevention. Am J Lifestyle Med. The transtheoretical model of health behavior change. Am J Health Promot. Use of lay opinion leaders to promote diffusion of health innovations in a community programme: Health behavior models in the age of mobile interventions: The spread of alcohol consumption behavior in a large social network.
Social network determinants of depression. Smoking cessation factors among African Americans and whites. The wisdom of patients: Ablex Publishing; [cited Jun 24]. Schvaneveldt, Roger, Cohen, Trevor.
Abductive reasoning and similarity. Ifenthaler D, Seel NM, editors. Computer based diagnostics and systematic analysis of knowledge. Stat Politics Policy ;3 1: Homophily and contagion are generically confounded in observational social network studies.
Annu Rev Clin Psychol. AMIA annual symposium proceedings [Internet]. American Medical Informatics Association; [cited Mar 24]. Characterization of temporal semantic shifts of peer-to-peer communication in a health-related online community: Strauss A, Corbin J.
Basics of qualitative research: Tang X, Yang CC. Identifying influential users in an online healthcare social network. IEEE; [cited Jun 24]. Turney PD, Pantel P, et al.
From frequency to meaning: J Artif Intell Res. Network models of the diffusion of innovations [Internet]. Umberson D, Montez JK. Social relationships and health a flashpoint for health policy.
J Health Soc Behav. Close friend and group influence on adolescent cigarette smoking and alcohol use. Network models and methods for studying the diffusion of innovations. Models Methods Soc Netw Anal.
Social networks and health: Oxford University Press; [cited ]. Valente TW, Pumpuang P. Identifying opinion leaders to promote behavior change. Using social networks to understand and prevent substance use: Adolescent affiliations and adiposity: A network assessment of community-based participatory research: Definition of Health 2.
Vidya Vasuki, Cohen, Trevor. Journal of Biomedical Informatics. A new content-based model for social network analysis. IEEE; [cited Mar 24]. Exponential random graph models for multilevel networks.
Wasserman S, Pattison P. Logit models and logistic regressions for social networks: An introduction to Markov graphs and p. Widdows D, Cohen T. Lecture Notes in Computer Science.
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