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The paper seeks to discuss how medical librarians have used library standards, especially benchmark data, in advocating for the medical library and medical librarian to their communities, institutions, and other groups and the Medical Library Association's role in supporting these advocacy efforts.

Broad definitions of standards and benchmarking are cited from the literature and short case studies from medical librarianship are described on how both standards and benchmarking have been used to advocate for increased staff and budgets for medical libraries. Tips for using these tools are also included.

The case studies illustrate that more work should be done by all library associations in promoting the use of standards, including benchmarking, as an important tool for helping their members advocate for the value of libraries and librarians in helping institutions and organizations outside of the library achieve their missions and goals.

The case studies included are anecdotal in nature and are not to be considered research.

The paper highlights how medical librarians should encourage the development and use of standards to not only measure and improve the quality of library programs and services internally, but also externally to promote the value of the library/librarian to the community, institution, or corporation, and thereby gain needed additional resources to serve target populations.

Research on relational maintenance of long-distance or cross-residential romantic relationships is limited. Moreover, relatively little is known about relational maintenance among non-marital intimate partners in later life, many of whom prefer to live-apart-together (LAT) rather than cohabit. This research paper examines how older adults from the United States maintain their romantic relationships across residences. The authors conducted a grounded theory study drawing on interviews collected from 22 older adults in LAT relationships. The data revealed that older LAT partners engage in a process of safeguarding autonomy to maintain their partnerships and relationship satisfaction. Two broad strategies were identified: upholding separateness and reshaping expectations. While safeguarding autonomy was paramount, participants also emphasized the importance of having a flexible mindset about the physical copresence of their relationships. The findings have implications for practice, suggesting that creating an interdependent couple-identity may undermine, or at least have little bearing on, the relationship stability of older LAT couples. Future research is needed to determine how LAT experiences among racially/ethnically or socioeconomically diverse samples might differ.

Communications regarding this column should be addressed to Mrs. Cheney, Peabody Library School, Nashville, Tenn. 37203. Mrs. Cheney does not sell the books listed here. They are available through normal trade sources. Mrs. Cheney, being a member of the editorial board of Pierian Press, will not review Pierian Press reference books in this column. Descriptions of Pierian Press reference books will be included elsewhere in this publication.

Scholars have repeatedly concluded that heritage is a significant value driver for luxury brands (Riley et al., 2004; Fionda and Moore, 2009; Wuestefeld et al., 2012; DeFanti et al., 2014; Ardelet et al., 2015; Dion and Borraz, 2015; Dion and Mazzalovo, 2016). However, little is known on how consumers of different age group make sense of heritage luxury. The purpose of this paper is to investigate how consumers of different age groups make sense of heritage luxury brands (HLBs).

To achieve this, semi-structured, one-on-one, face-to-face interviews were conducted with 21 consumers of HLBs who fell into one of three age groups: Emerging adults (18 to 25 years), middle-aged adults (33 to 40 years) and older adults (67 to 74 years old).

The findings of this paper explored the different perceptions of the dimension of heritage in relation to luxury among consumers of different age groups. This paper focuses on the pioneering contributions of Urde, Greyser and Balmer (2007) in defining the dimensions of heritage brands. Although the dimensions of heritage brands defined by Urde et al. (2007) were useful as a starting point, differing perceptions among consumers of different age groups emerged which need to be considered. Findings of this study showed that consumers of all three age groups revealed three characteristics of HLBs. These are timelessness, quality craftsmanship and prestige. The durability and lasting appeal of HLBs was attributed to their high-quality craftsmanship. Quality craftsmanship, recognizability and price contributed to the perceived prestige value of HLBs. It was apparent throughout this study that HLB items helped participants feel connected to others, including their mothers or more remote forebears, their contemporaries and their descendants.

The author aims to understand the interplay between heritage and luxury, to understand how luxury brand consumers of different age groups are influenced by the heritage dimension. The relation between luxury and heritage becomes particularly intriguing when we consider how it affects the perceptions of consumers of different age groups.

As librarians consider adopting an automated circulation system, early tasks will be to 1) scan the literature, and 2) contact librarians who have already been involved in the process. The literature itself repeatedly urges the value of communicating with other libraries and librarians. For this purpose, most books on turnkey systems append a list of the systems and their installations in particular libraries.

Purpose – While existing literature on work–family schemas has focused on white middle-class mothers, we examine how race, class, and gender shape black middle-class mothers’ work and family life.Design/methodology/approach – Drawing upon 31 in-depth, semi-structured interviews with mothers (and their husbands), this chapter utilizes an intersectional approach to explore distinct cultural schemas for work and family.Findings – We document two schemas that define conceivable and desirable roles for black motherhood, work, and family. Some black middle-class mothers interpreted work and family roles as contradictory following the schema of family devotion (Blair-Loy, 2003). However, most mothers interpreted work and family as complementary role-identities, following a schema we call work–family integration. They enacted dual roles of mother and worker, integrating them into a meaningful, multi-dimensional view of black womanhood.Research limitations/implications – The findings emphasize the need for a more intersectional approach to research on work and family. Given existing literature documenting racial variation in work–family conflict, it also suggests that this may be explained by racial variation in cultural schemas. However, because our sample was limited to black middle-class, heterosexual couples with children, we were unable to make comparisons or generalizations to other groups. We recommend future research that draws comparisons across race, class, sexuality, gender, and/or family structure.Originality/value – This chapter introduces a new cultural schema, work–family integration; provides empirical research on an underexplored group, black middle-class families; and adds further nuance to cultural theories of work and family.

The purpose of this study is to alleviate the specified issues to a great extent. To promote patients’ health via early prediction of diseases, knowledge extraction using data mining approaches shows an integral part of e-health system. However, medical databases are highly imbalanced, voluminous, conflicting and complex in nature, and these can lead to erroneous diagnosis of diseases (i.e. detecting class-values of diseases). In literature, numerous standard disease decision support system (DDSS) have been proposed, but most of them are disease specific. Also, they usually suffer from several drawbacks like lack of understandability, incapability of operating rare cases, inefficiency in making quick and correct decision, etc.

Addressing the limitations of the existing systems, the present research introduces a two-step framework for designing a DDSS, in which the first step (data-level optimization) deals in identifying an optimal data-partition (Popt) for each disease data set and then the best training set for Popt in parallel manner. On the other hand, the second step explores a generic predictive model (integrating C4.5 and PRISM learners) over the discovered information for effective diagnosis of disease. The designed model is a generic one (i.e. not disease specific).

The empirical results (in terms of top three measures, namely, accuracy, true positive rate and false positive rate) obtained over 14 benchmark medical data sets (collected from https://archive.ics.uci.edu/ml) demonstrate that the hybrid model outperforms the base learners in almost all cases for initial diagnosis of the diseases. After all, the proposed DDSS may work as an e-doctor to detect diseases.

The model designed in this study is original, and the necessary parallelized methods are implemented in C on Cluster HPC machine (FUJITSU) with total 256 cores (under one Master node).