scholarly journals Collecting, Sharing and Utilising Data to Inform Decision-making and Improve Equality

2021 ◽  
Vol 37 (2) ◽  
pp. 88-97
Author(s):  
Dominique Allen
Keyword(s):  
Decision Making ◽  
Data Collection ◽  
The Self ◽  
Significant Information ◽  
Voluntary Compliance ◽  
Inform Decision Making ◽  
Information Gaps

Although we live in an era in which government and private organisations collect large amounts of data, this has not filtered through to anti-discrimination and equality law in Australia. Government and its agencies have little incentive to collect information, nor does business. Neither group bears any obligation to tackle discrimination if they detect it. Yet the self-regulating enforcement model used in equality law is premised on the idea that information will be available to aid voluntary compliance. This article examines the nature of the data organisations that are currently required to collect and identify significant information gaps. It argues that it is not enough to simply fill those gaps with information; increased data collection needs to be accompanied by the obligation to address inequality if that is what the data reveals.

Speed vs. comfort: Testing the efficacy of a single question for predicting transit users’ route choices

2019 ◽  
Author(s):  
Joseph John Pyne Simons ◽  
Ilya Farber
Keyword(s):  
Data Collection ◽  
Efficient Method ◽  
Choice Task ◽  
The Self ◽  
Self Report ◽  
Model Parameters ◽  
Single Item ◽  
Alternative Approach ◽  
Single Question ◽  
Insight Into

Not all transit users have the same preferences when making route decisions. Understanding the factors driving this heterogeneity enables better tailoring of policies, interventions, and messaging. However, existing methods for assessing these factors require extensive data collection. Here we present an alternative approach - an easily-administered single item measure of overall preference for speed versus comfort. Scores on the self-report item predict decisions in a choice task and account for a proportion of the differences in model parameters between people (n=298). This single item can easily be included on existing travel surveys, and provides an efficient method to both anticipate the choices of users and gain more general insight into their preferences.

scholarly journals Subjective Knowledge, Perceived Risk, and Information Search when Purchasing a Franchise: A Comparative Exploration from Australia

2021 ◽  
Vol 14 (8) ◽  
pp. 338
Author(s):  
Peter Balsarini ◽  
Claire Lambert ◽  
Maria M. Ryan ◽  
Martin MacCarthy
Keyword(s):  
Decision Making ◽  
Information Search ◽  
Perceived Risk ◽  
Traditional Approach ◽  
Growth Strategy ◽  
Local Market ◽  
Significant Information ◽  
Subjective Knowledge ◽  
Decision Making Processes ◽  
The Relationship

Franchising has long been a method by which organizations seek to expand and facilitate local market development. However, franchising as a growth strategy can often be hampered by lack of suitable franchisees. To mitigate this shortage, some franchisors have engaged in recruiting franchisees internally from the ranks of their employees in addition to the traditional approach of recruiting franchisees externally. Predominantly franchisees are individuals rather than corporations and thus purchasing a franchise should most commonly be characterized as a consumer acquisition. To explore the relationship between subjective knowledge, perceived risk, and information search behaviors when purchasing a franchise qualitative interviews were conducted with franchisees from the restaurant industry. Half of these respondents were externally recruited having never worked for the franchisor and half were internally recruited having previously been employees of the franchisor. The external recruits expressed a strong desire to own their own business and engaged in extensive decision-making processes with significant information search when purchasing their franchises. Contrastingly, the internal recruits expressed a strong desire to be their own boss and engaged in limited, bordering on habitual decision-making processes with negligible information search when acquiring their franchises. The results reveal that differences in subjective knowledge and perceived risk appear to significantly impact the extent of information search between these two groups. A model of the relationship between subjective knowledge, perceived risk and information search in the purchasing of a franchise is developed that reconciles these findings. The findings also have practical implications for franchisors’ franchisee recruiting efforts which are integral to their capacity to develop local markets.

scholarly journals HESR innovation in analysis that supports decision making and action

2020 ◽  
Vol 30 (Supplement_5) ◽  
Author(s):  
B Barr
Keyword(s):  
Decision Making ◽  
Health Equity ◽  
Social Protection ◽  
Well Being ◽  
Status Report ◽  
Policy Performance ◽  
European Health ◽  
The Individual ◽  
Health And Well Being ◽  
Inform Decision Making

Abstract The European Health Equity Status Report makes innovative use of microdata, at the level of the individual, to decompose the relative contributions of five essential underlying conditions to inequities in health and well-being. These essential conditions comprise: (1) Health services (2) Income security and social protection (3) Living conditions (4) Social and human capital (5) Employment and working conditions. Combining microdata across over twenty sources, the work of HESRi has also produced disaggregated indicators in health, well-being, and each of the five essential conditions. In conjunction with indicators of policy performance and investment, the HESRi Health Equity Dataset of over 100 indicators is the first of its kind, as a resource for monitoring and analysing inequities across the essential conditions and policies to inform decision making and action to reduce gaps in health and well-being.

Data Collection

1994 ◽  
Vol 3 (3) ◽  
pp. 55-66 ◽  
Author(s):  
Lesley B. Olswang ◽  
Barbara Bain
Keyword(s):  
Decision Making ◽  
Data Collection ◽  
Treatment Efficacy ◽  
Qualitative Information ◽  
Treatment Progress ◽  
Clinical Process ◽  
Birthday Party ◽  
Speech Language Pathologist ◽  
Intuitive Decision Making ◽  
Decision Making Model

For many of us, not having data concerning a client’s progress during treatment is tantamount to being unprepared for a lecture, or showing up at a birthday party without a present—totally unthinkable. This zealous position is based on the assumption that clinical decisions regarding treatment efficacy should be based on data. Data, in this case, refers to both quantitative and qualitative information that provides evidence for deciding the course of treatment. This is not to say that data can and should be collected on every aspect of the clinical process. Indeed, intuitive decision-making on the part of the speech-language pathologist is often warranted. But in general, a series of decisions regarding whether or not treatment is working, can and should be based on data. This article examines the ways in which we can measure treatment progress, and provides guidelines for the reader in the use of a data-based, decision-making model.

Using digital data collection tools to improve overall cost-efficiency and provide timely analysis for decision making during invasive species eradication campaigns

2014 ◽  
Vol 41 (6) ◽  
pp. 499 ◽  
Author(s):  
David J. Will ◽  
Karl J. Campbell ◽  
Nick D. Holmes
Keyword(s):  
Decision Making ◽  
Data Collection ◽  
Cost Efficiency ◽  
Relational Databases ◽  
Cost Effective ◽  
Digital Data ◽  
Capital Costs ◽  
Project Costs ◽  
Time Required ◽  
Data Collection Effort

Context Worldwide, invasive vertebrate eradication campaigns are increasing in scale and complexity, requiring improved decision making tools to achieve and validate success. For managers of these campaigns, gaining access to timely summaries of field data can increase cost-efficiency and the likelihood of success, particularly for successive control-event style eradications. Conventional data collection techniques can be time intensive and burdensome to process. Recent advances in digital tools can reduce the time required to collect and process field information. Through timely analysis, efficiently collected data can inform decision making for managers both tactically, such as where to prioritise search effort, and strategically, such as when to transition from the eradication phase to confirmation monitoring. Aims We highlighted the advantages of using digital data collection tools, particularly the potential for reduced project costs through a decrease in effort and the ability to increase eradication efficiency by enabling explicit data-informed decision making. Methods We designed and utilised digital data collection tools, relational databases and a suite of analyses during two different eradication campaigns to inform management decisions: a feral cat eradication utilising trapping, and a rodent eradication using bait stations. Key results By using digital data collection during a 2-year long cat eradication, we experienced an 89% reduction in data collection effort and an estimated USD42 845 reduction in total costs compared with conventional paper methods. During a 2-month rodent bait station eradication, we experienced an 84% reduction in data collection effort and an estimated USD4525 increase in total costs. Conclusions Despite high initial capital costs, digital data collection systems provide increasing economics as the duration and scale of the campaign increases. Initial investments can be recouped by reusing equipment and software on subsequent projects, making digital data collection more cost-effective for programs contemplating multiple eradications. Implications With proper pre-planning, digital data collection systems can be integrated with quantitative models that generate timely forecasts of the effort required to remove all target animals and estimate the probability that eradication has been achieved to a desired level of confidence, thus improving decision making power and further reducing total project costs.

Promoting the Involvement of Students with Emotional and Behavioral Disorders in Career and Vocational Planning and Decision-Making: The Self-Determined Career Development Model

2005 ◽  
Vol 30 (4) ◽  
pp. 431-447 ◽  
Author(s):  
Debra T. Benitez ◽  
Jennifer Lattimore ◽  
Michael L. Wehmeyer
Keyword(s):  
Decision Making ◽  
Goal Attainment ◽  
Emotional And Behavioral Disorders ◽  
Goal Achievement ◽  
The Self ◽  
Self Determination ◽  
Development Model ◽  
Potential Utility ◽  
Employment Goals ◽  
Vocational Planning

The authors examined the effectiveness of a support model to instruct five youth with EBD to self-direct the problem-solving processes and promote self-determination skills by enabling them to: (a) set employment/career related goals, (b) develop and implement a plan toward goal attainment; and (c) adjust and evaluate progress toward meeting their goals. Participants chose individualized employment goals and worked through the model as a support to planning, implementing, and attaining their goals. An AB design was used to evaluate goal achievement. The results revealed that all participants made progress toward each of their goals. Additionally, all participants reported that they achieved their target goals and were satisfied with the support that the model provided. Results support the potential utility of the model in promoting self-determination skills and increasing positive employment outcomes for youth with EBD.

LATAR BELAKANG PENGAMBILAN KEPUTUSAN VLADIMIR PUTIN ATAS ISU KRIMEA

2021 ◽  
Vol 6 (2) ◽  
Author(s):  
Osvaldo Victor Alfonso ◽  
Agung Yudhistira Nugroho
Keyword(s):  
Decision Making ◽  
Data Collection ◽  
Identity Politics ◽  
Research Method ◽  
Qualitative Method ◽  
Military Intervention ◽  
Electronic Media ◽  
Economic Politics ◽  
Rational Choices ◽  
Vladimir Putin

AbstrakPenelitian ini menggambarkan tentang berbagai latar belakang pengambilan keputusan Putin atas isu Krimea yang melihat dasar-dasar pengambilan keputusan seperti intuisi, pengalaman, fakta, wewenang, dan rasionalitas yang memengaruhi Putin dalam melakukan aksi aneksasi Krimea tersebut. Dalam penulisan skripsi ini, sang penulis menggunakan kerangka teori Pengambilan Keputusan (Decision Making) yang merupakan topik utama sekaligus pisau analisa dalam penelitian ini. Metode penelitian yang digunakan oleh sang penulis dalam penyusunan skripsi ini adalah metode kualitatif. Adapun teknik pengumpulan data yang digunakan oleh sang penulis dalam memperoleh data adalah melalui wawancara dan studi pustaka yang menelaah sejumlah buku, jurnal, artikel ilmiah, dan media elektronik. Hasil penelitian menunjukkan bahwa latar belakang pengambilan keputusan Vladimir Putin adalah berdasarkan pilihan rasional dengan melihat pertimbangan materil seperti memberi keuntungan di sektor keamanan, ekonomi, politik, memberikan peluang Rusia menjadi negara adidaya, dan pengamanan jalur pipa gas Rusia di Ukraina dan Krimea. Yang menarik dari tindakan yang diinisiasi oleh Putin itu adalah aksi tersebut dalam merebut suatu wilayah tanpa pencurahan darah. Ini adalah hal yang menarik bagi sang penulis karena bagaimana mungkin suatu intervensi militer di suatu wilayah tidak terjadi penyerangan dari pihak luar ke dalam suatu wilayah, dalam hal ini adalah aksi Rusia kepada Krimea. Politik keamanan, politik identitas, dan politik ekonomi mewarnai Putin dalam pengambilan keputusannya atas isu Krimea tersebut.Kata Kunci: Vladimir Putin, Pengambilan Keputusan, Pilihan                          Rasional, Rusia, Krimea, Ukraina.Abstract This research describes the various backgrounds of Putin's decision making on the Crimean issue which looks at the basics of decision making such as intuition, experience, facts, authority and rationality that influenced Putin in carrying out the Crimean annexation. In writing this thesis, the writer uses the theoretical framework of Decision Making which is the main topic as well as the analysis knife in this research. The research method used by the author in the preparation of this thesis is a qualitative method. The data collection techniques used by the author in obtaining data are through interviews and literature studies that examine a number of books, journals, scientific articles, and electronic media. The results show that the background of Vladimir Putin's decision making is based on rational choices by looking at material considerations such as providing benefits in the security, economic, political sectors, giving Russia the opportunity to become a superpower, and securing Russian gas pipelines in Ukraine and Crimea. What's interesting about the action initiated by Putin is that it seizes an area without shedding blood. This is an interesting matter for the author because how could a military intervention in a region not occur from outside attacks into an area, in this case Russia's action against Crimea. Security politics, identity politics and economic politics colored Putin in his decision making on the Crimean issue. Keywords:  Vladimir Putin, Decision Making, Rational Choice,                          Rusia, Crimea, Ukraine.

PERANCANGAN BUTIK “PUSAT GROSIR MUSLIM (PGM)” DENGAN PENDEKATAN SENSE OF PLACE

AKSEN ◽  
2021 ◽  
Vol 5 (2) ◽  
pp. 34-42
Author(s):  
Alvira Zerlinda Kosalim Kosalim ◽  
Lya Dewi Anggraini
Keyword(s):  
Data Collection ◽  
Sense Of Place ◽  
Analysis Data ◽  
Public Spaces ◽  
The Self ◽  
Literature Study ◽  
Aesthetic Value ◽  
Self Actualization ◽  
Building Plans

The focus of this research is designing buildings and spaces using the factors forming sense of place. The goalis to create a space that has aesthetic value, comfort, and can provide a sense of attachment between the userand the building so as to add value to residential, commercial, and public spaces. The methods used in thisdesign are observation and analysis, data collection, and literature study. From this method it was found thatthis design uses (1) fulfillment of the human senses, (2) forms of identity and (3) comfort, (4) pays attention tothe aesthetic side, so that (5) can design memory or experience in space or buildings. From this it is expectedto create a space that can support the self-actualization of its users. The results of this design obtained abuilding with the concept of fun and glass, where the building can support the concept of a boutique with anattractive window display and interior. The use of the forming factor of sense of place is also found in interioraesthetics, comfort with ergonomic furniture, and fulfillment of the human senses to form a sense of place.Spatial planning in building plans is also a method of solving problems and establishing comfortable spaces.By fulfilling the factors forming the sense of place, it is expected to form a sense of the user’s attachment tothe building.

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