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Focusing on logistics and fulfillment, this chapter explains how distribution links supply to consumer expectations for speed and reliability. Amazon serves as a key example of network orchestration through centralized warehouses, last-mile solutions, and advanced routing algorithms. The chapter compares fulfillment models – store-based, warehouse-based, and hybrid – highlighting trade-offs in cost, service level, and complexity. It details inbound and outbound flows, automation, consolidation strategies, and geographic coverage design. Distribution network optimization determines the ideal number and placement of nodes, balancing transportation costs, inventory pooling, and responsiveness. Automation and AI increase speed but require significant investment. Distribution emerges as a major differentiator where small efficiency gains compound into competitive advantage.
David Frayman, London School of Economics and Political Science,Christian Krekel, London School of Economics and Political Science,Richard Layard, London School of Economics and Political Science,Sara MacLennan, London School of Economics and Political Science,Isaac Parkes, London School of Economics and Political Science
This chapter defends the approach outlined in the introduction, arguing that it is the only rational basis for decision-making.
We aim to maximise the wellbeing of the people, given the size of the budget. The rational approach is therefore to calculate the BCR of all possible policies and select those with the highest BCR. Benefits are to be measured by life satisfaction. These are then monetised by dividing them by the marginal utility of income (of the person with average income). In calculating total Wellbeing-Years (WELLBYs), we discount future changes at 1.5 per cent per annum, while for costs, we discount at the discount rate for money of 3.5 per cent per annum.
We encourage policymakers to take into account the initial wellbeing of those whose wellbeing is affected. This is done by showing the average wellbeing of the gainers from the policy (and their number) as well as the losers. New policies should also be sought in particular to help those who are suffering. In the UK, the causes of misery (in terms of share of variance explained) are in order: mental illness, physical illness, loneliness, bad work, unemployment and poverty.
Governments must report on the conservation status of species designated as protected. We assessed changes in the Near Threatened Eurasian otter Lutra lutra population throughout Ireland (the whole island) from the 1980s to the 2020s using four National Otter Surveys (6,060 sites surveyed) and citizen science data (10,980 records). In 2023–2024, otters were recorded at 65% (95% CI 62–68%) of sites in the Republic of Ireland and 66% (95% CI 58–74%) of sites in Northern Ireland. Rivers, lakes and coasts were included in the surveys. Long-term trends in the population estimate indicate a decline of 24−27% (or 3−18% after correction for negative methodological biases). Short-term trends indicated changes of −7% to +2% in the Republic of Ireland and −26% to −27% in Northern Ireland. Otters remain widespread, having been recorded in 95% of hectads (10 × 10 km squares), with no range reduction. They prefer wide, fast-flowing rivers with rocky substrates, unmaintained banks, and riparian woodlands (trees and shrubs), and are positively associated with angling (probably because of salmonid prey) but negatively with peatlands. Eleven pressures were identified, notably site disturbance, including agricultural pollution, siltation and water abstraction, which increased over time. No single pressure threatens otters nationally, but cumulative effects on water quality and ecosystems likely contributed to the decline. Future research should account for potential negative methodological biases, disaggregating detection from occupancy probability to capture the magnitude of any change more accurately, and future surveys should adopt techniques less vulnerable to biases (e.g. environmental DNA detection in water samples).
Specimens from the Amgueddfa Cymru – Museum Wales collections, collected from the northeast Atlantic and identified as either Terebellides stroemii or Terebellides sp., were re-examined to determine their correct identification according to recent taxonomic revisions. Five nominal species were identified morphologically, Terebellides bonifi, Terebellides europaea, Terebellides gentili, Terebellides scotica, and Terebellides shetlandica; three species, T. europaea, T. scotica, and T. shetlandica, were also confirmed through molecular methods. Two species, T. bonifi and T. gentili, were new to the British fauna, and the distributional knowledge for all species around the UK was extended.
This chapter examines how commercial firms like the Belgian grocer Delhaize did not initially respond to the Single Market Program in the mid-1980s, but they did mobilize swiftly in the late 1980s to prepare for the "threat" of the new business and regulatory environment of an integrated regional market governed by social and environmental protections. Together with other food retailers, Delhaize formed sectoral clubs and associations to defend its interests: Buying clubs collectivized price negotiating power against producer consolidation and protected profit margins, while interest associations brought distributors and retailers together to influence European policymaking. At the same time, Delhaize and other commercial firms saw in the opening of Eastern Europe a profitable business opportunity, and they expanded quickly into the markets of Poland, Hungary, and the new Czech Republic in the early 1990s. As a result, the case of Delhaize gives us purchase on the complexity of business responses to market integration and demonstrates the diverse paths to regionalization for and against the Single Market.
The first chapter provides an orientation in the lives of disabled people in Kinshasa through a consideration of how the interlocutors were identified and identified themselves as disabled, as handicapé – a relatively narrowly defined and recently agreed-upon category of persons. People sometimes overtly pursued this identity for the occasional advantages it could provide, but recognition as an handicapé, and enforcing associated privileges, is far from straightforward. Rather than a depoliticised knowable fact of the body, making handicapé into a recognised identity continues to be politically contested and destabilised, among others through internal rivalries among disabled people and between their organisations. The chapter thus considers the role of a wide variety of disabled peoples’ organisations, and especially the bureaucracy represented by their membership cards, as means of establishing disability status. ‘Real’ membership and leadership was ultimately uncertain and based on constant mutual evaluation. Keeping uncertainties alive allows for an expression of values on the distribution of resources, while creating a productive uncertainty around the question of membership itself.
The Conclusion urges us to consider practices that lead to becoming ‘valuable people’ as something that goes beyond overcoming stigma to changing the evaluations that define what is good. It brings the discussions about values together with a final example of how my interlocutors pursued valued inclusion, by embracing a biomedical model of personhood where people are judged on their minds rather than on their bodies. This draws attention to the wider relevance of questions of entitlement, distribution, and values: wherever my interlocutors went, discussions of values followed.
The present study reports the first confirmed occurrence of the poecilostomatoid copepod Hemicyclops tanakai in the Vellar estuary, southeast coast of India. Previously known only from Japan and Korea, H. tanakai is a burrow-dwelling symbiotic copepod associated with decapod burrows in sediment-rich estuarine habitats. Zooplankton samples were collected using a 158 µm mesh net, and nauplii were cultured to adulthood under laboratory conditions. Adults were examined with standard taxonomic keys, and diagnostic features such as appendage segmentation and genital somite structure validated their identity with the original description. The Indian population displayed reversed sexual size dimorphism, with females larger than males, differing from earlier reports. Molecular confirmation was obtained by sequencing the 18S rDNA gene (GenBank Accession: PQ845087.1), which showed 99.53% similarity to reference H. tanakai sequences. Basic Local Alignment Search Tool (BLAST) analysis revealed close affinity with other Hemicyclops species and clausidiid relatives. Maximum likelihood phylogenetic analysis of partial 18S rDNA sequences placed the Vellar specimen within the H. tanakai clade with strong bootstrap support (99%), corroborating morphological identification. This record extends the known distribution of H. tanakai to the tropical Indian subcontinent and suggests possible range expansion via coastal currents or anthropogenic vectors such as ballast water. The finding adds to Indo-Pacific copepod biogeography and underscores the value of integrative taxonomy for reliable identification. It also highlights the need for continued biodiversity monitoring of Indian estuaries, which face mounting pressures from anthropogenic activity and climate change.
Let $X_1,\ldots, X_n$ be independent integers distributed uniformly on [M], $M\ge 2$. A partition S of [n] into $\nu$ non-empty subsets $S_1,\ldots, S_{\nu}$ is called perfect if all $\nu$ values $\sum_{j\in S_{\alpha}}X_j$ are equal. For a perfect partition to exist, $\sum_j X_j$ has to be divisible by $\nu$. In 2001, for $\nu=2$, Christian Borgs, Jennifer Chayes, and the author proved that, conditioned on $\sum_j X_j$ being even, with high probability a perfect partition exists if $\kappa\;:\!=\; \lim {{n}/{\log M}}>{{1}/{\log 2}}$, and that with high probability no perfect partition exists if $\kappa<{{1}/{\log 2}}$. Responding to a question by George Varghese, we prove that for $\nu\ge 3$ with high probability no perfect partition exists if $\kappa<{{2}/{\log \nu}}$, which is twice as large as the naive threshold $1/\log 3$ for $\nu=3$. We identify the range of $\kappa$ where the expected number of perfect partitions is exponentially high. We show that for $\kappa> {{2(\nu-1)}/{\log[(1-2\nu^{-2})^{-1}]}}$ the total number of perfect partitions is exponentially high with probability $\gtrsim (1+\nu^2)^{-1}$, i.e. below $1/\nu$, the limiting probability that $\sum_j X_j$ is divisible by $\nu$.
Proposals for deploying monetary policy to fight climate change and reduce inequality rely on the use of the nation state’s monetary authority to allocate capital to different parts of the economy. Against those proposals stands the publicly stated commitments of central bankers to avoid ‘allocating credit’ by implementing ‘market-neutral’ policies. A review of the financial empirics of central banks’ market operations shows a historically consistent pattern of using monetary authority to allocate debt and equity capital to different sectors of the economy at critical moments. Legal frameworks impose no effective constraints on that state-guidance of investment and, when necessary, the law of central banking actively facilitates capital allocation in ways that allow policymakers to fight deflation, provide emergency fiscal support, and rescue crisis-stricken parts of the financial sector. Against those empirics, commitments to avoid capital allocation appear as communication strategies rather than descriptions of the reality of central bank operations. Given the position of central banks as statutory public agencies, this creates various types of constitutional problems, notably concerning the protection of liberal property rights from government interference. Understanding these legal, market, and political dynamics provides a principled basis to debate reform proposals regarding the constitutional status and institutional functions of central banks in market economies responding to climate change and destructive inequality.
Amphipod samples were collected from the rocky habitat of Arjyapalli beach in southern Odisha, India. The specimens were analysed for morphological characters. One interesting species was observed during the study and was identified as Stenothoe lowryi. The species was previously reported only from Malaysia. The present study confirms the distributional range extension of this species to Indian waters and details a few additional morphological characters.
This study reports the first record of Caprella moradi Momtazi, Sari & Darvish, 2020 from India. The specimens for this study were collected from Diu and Veraval coast of Gujarat State, India. Caprella moradi can be identified by the presence of four rows of small setae on body surface, curved anterior margin of male gnathopod 2 propodus and unequal size of gills 3 and 4. Caprella moradi can be differentiated from its close congener Caprella danilevskii; Czerniavski, 1868 by these consistent morphological characters. Examination of materials collected from Gujarat and their comparison with published figures indicates that the previous report of C. danilevskii from India actually corresponds to C. moradi.
A 100 percent WWS energy infrastructure involves electrifying or providing direct heat for all energy sectors and then providing the electricity or heat with WWS. The solution also requires interconnecting geographically dispersed WWS generators on transmission and distribution grids and providing electricity and heat for isolated microgrids. Because electricity and grids are such a large part of the solution, understanding how both work is important. This chapter discusses these issues along with the history of electromagnetism and the battle between George Westinghouse/Nikola Tesla and Thomas Edison to determine whether alternating current (AC) or direct current (DC) would predominate worldwide. The chapter also discusses how transformers, motors, and generators work.
The first report of Ophiophragmus luetkeni occurred in the British Virgin Islands; however, it was also recorded in Brazil, the United States Virgin Islands, and Trinidad and Tobago, yet its occurrence in Colombia was previously lacking. Between 2023 and 2024, four specimens were collected from sandy and muddy substrates in Cispatá Bay, Colombian Caribbean. Taxonomic identification was conducted through morphological observations and microstructural analysis using Scanning Electron Microscopy. A comparative table for Ophiophragmus species recorded in Colombia are also provided. This new record increases the number of Ophiophragmus species in Colombia to three, contributing to the country’s marine biodiversity and expanding the knowledge of O. luetkeni distribution.
Silvennoinen (2025) analyzes the stored sequence going forward as an adverb that inherits adverb-class morphosyntax. This reply challenges that categorization on empirical grounds. The construction fails the key distributional test for adverbs: it cannot occur in integrated-medial position between subject and verb (*We going forward will prioritize replication), the diagnostic slot for core adverbs (We certainly will prioritize replication). Analysis of Silvennoinen’s corpus (n = 1,517) confirms this restriction – apparent ‘medial’ tokens prove either to be NP-internal modifiers or parenthetical supplements, never integrated clausal constituents. Instead, going forward patterns with PP adjuncts, occurring clause-initially, clause-finally, or as supplements. Internally, deverbal going heads the construction and licenses a directional complement forward(s), parallel to established deverbal prepositions like according [to …] and depending [on …]. The construction thus projects PP, not AdvP, aligning with The Cambridge Grammar of the English Language’s flexible-complement analysis of prepositions. This case demonstrates that storage and semantic specialization do not force categorical reanalysis.
Knowing your end-customer, how they think, and how they make decisions is crucial for the effective design and management of marketing channels. In this comprehensive and engaging new textbook, Frazier demystifies strategic channel decision-making by emphasizing the basics and using real-world examples from a range of industries to demonstrate how channels of distribution are organized and coordinated. Taking a managerial decision-making approach, students are guided through the text via a range of pedagogical features, including learning objectives and key takeaways, and can test their understanding with end-of-chapter review and discussion questions. Instructors are supported by an extensive suite of online resources, including test bank cartridges, lecture slides, and figures from the book. Every chapter is accompanied by two online case studies, one B2B, one B2C, while the instructor manual brings together teaching tips, links to relevant videos, and sample exam papers, along with model answers to the chapter assessments to assist with class marking.
Chapter 2 discusses how India’s rulers have used state power to promote economic development, both growth and its distribution. While India’s growth record is relatively impressive, it is also the case that this growth has not been accompanied by the creation of well-paying jobs, and economic inequality in India has increased sharply.
Sebastián MachadoThe activities of international organizations have been traditionally analysed through categories which rely on classical notions of subjectivity and contractual relativity. International organizations, however, routinely engage the world beyond their own internal structure through a variety of actions. This presents a choice for their theorization, as we can characterize the relationship in ways that go beyond conventional legal types and can include broader themes such as markets, effects or costs and benefits. Within this context, this chapter takes the World Health Organization’s handling of the A1H1 Pandemic as a case-study for a (re)conceptualization that can account for the political economy of international institutional decision-making. While this opens up some research possibilities and brings the cost-and-benefit redistribution to the forefront, the reality is that international organizations have a powerful capacity to affect third parties even through non-conventional and unpredictable ways. The organization’s officials regularly engage in a balancing act where institutional activity must be seen to fit within their mission. Considering the sensibility of the different external and relevant markets, this chapter concludes by suggesting that international organizations and their officials must remain highly aware of their redistributive potential.
This concluding chapter, “Governing the Unknown: Legal–Scientific Settlements,” offers a new framework to describe the momentary stabilization of scientific facts in and through lawmaking: legal–scientific settlements. From these legal–scientific settlements emerge a range of distributional consequences that have material effects on people’s lives and shape the ability of individuals to survive and thrive despite public health crises.
Sabellaria miryaensis is capable of growing massive reefs of several meters long in the subtidal area. However, no occurrence of S. miryaensis has been recorded in the Arabian Sea since its original description in 1990. This manuscript presents a new record of S. miryaensis in the Bay of Bengal, confirming its presence there. In addition, details on its ecology, including environmental parameters and the associated benthic biodiversity of S. miryaensis reefs are included. Four 1-m2 quadrat samples were collected from subtidal sabellariid reefs (∼15 m depth) off Gopalpur in March 2024, and associated macrofauna were preserved in 5% formalin for taxonomic analysis. Water parameters (temperature, salinity, and pH) and sediment texture were measured using standard field and laboratory protocols. The reef built by this species supports high macrofaunal and meiofaunal diversity, particularly polychaetes and other invertebrates. Morphological analysis confirms its identity with minor intraspecific variations. The reef also serves as a critical habitat for commercially important fish, underscoring its ecological and economic value. These findings highlight the need for further ecological assessments and conservation of sabellariid reef ecosystems in Indian coastal waters.