How big data is reducing customer returns

Référence

Brock, V. (2016). « How big data is reducing customer returns ». Logistics & Transport Focus, Vol. 18 Issue 12, p34-35. 2p.

Idée/Dominante

Cet article met en lumière la difficulté des marques face au retour des produits que font les consommateurs lorsque ceux-ci ne leur correspond pas.

Résumé

Les retours de produits sont très couteux pour les distributeurs. La question est donc de savoir comment il serait possible pour les entreprises de limiter le nombre de retours, ce qui est actuellement un véritable cauchemar pour les distributeurs. L’utilisation des données clients permettrait de pouvoir réduire ces retours et d’améliorer l’expérience utilisateur. Actuellement les retours du e-commerce représente 20 milliards de perte pour les entreprises.

Il s’agit pour l’entreprise d’un problème de logistique qui peut impacter la relation client. Lorsque le consommateur renvoie le produit, cela peut être pour différentes raisons: le produit est défectueux, endommagés, etc… Il va donc passer entre différentes mains. Cela prend du temps ainsi que de la place. Il faut également déterminé ce qui est a opéré sur le produit, à savoir le réparer, le nettoyer etc… pour ensuite le retourner à la vente. La marque a donc intérêt à agir rapidement pour réduire ses couts et limiter ses pertes.

Le retour d’un produit coûte beaucoup d’argent pour la marque. Il passe en moyenne entre 7 mains différentes avant d’être remis en vente. Le coût d’acquisition client se révèle donc élevé pour le distributeur, puisqu’il perd de l’argent en vendant son produit au consommateur. D’autant plus que cela a un impact sur les ventes futurs. Le peu de retour d’expérience client fait que le distributeur vend des produits au mauvais client, réduisant ses stocks. Et lorsque le bon client souhaite acheter le produit celui-ci n’est plus disponible. Cela représente donc un perte supplémentaire pour l’entreprise.

Pour éviter ses retours il est donc intéressant pour les entreprises de pouvoir identifier les causes de ces retours en utilisant des données utilisateurs. Le but serait d’utiliser les données pour prédire le produit à risque ainsi que le client à risque en terme de retour. Ces informations permettraient également de savoir quels sont les produits qui sont prêt à la vente ce qui permettrait un gain de temps important pour l’entreprise mais également une meilleure gestion des stocks. Ces données vont également permettre aux distributeurs de pouvoir mieux vendre leur produit et donc de pouvoir améliorer leur marge. Le fait de pouvoir anticiper si le client va conserver ou renvoyer le produit acheté changerait beaucoup de chose. Il permettrait d’un côté à l’entreprise de pouvoir mieux connaitre son client, une meilleure gestion de ses produits et donc une augmentation de ses marges ainsi qu’une meilleure expérience client en le fidélisant.

Note d’intérêt pour la recherche en cours

Le big data est un outil qui permet aux entreprises de mieux connaitre le client pour mieux vendre et éviter ainsi les retours et donc ainsi améliorer l’expérience utilisateur tout en limitant ses coûts.

How to Use Big Data and Predictive Analytics to Improve the Success of New Products

Référence

Jain, C. L. (2016). « How to Use Big Data and Predictive Analytics to Improve the Success of New Products ». Review Of Business, Vol. 37 Issue 1, p48-55. 8p

Idée dominante

Quelle est l’intérêt d’une meilleure expérience utilisateur pour l’entreprise?

Résumé

Il est difficile pour un nouveau produit d’être rentable. De manière général le taux de réussite d’un nouveau produit est de l’ordre de 25%
Le succès d’un nouveau produit dépend de trois choses:
– Comment est-il sélectionné?

– Comment l’entreprise envisage le lancement de celui-ci?
– Comment la demande est gérée après le lancement?
Le lancement d’un produit peut échouer parce que les consommateurs n’en veulent pas ou à cause d’autres problèmes qui peuvent être corrigés. Le big data est justement l’outil qui va pouvoir aider à trouver les problèmes. Il est important de pouvoir se poser les bonnes questions
– Les consommateurs préfèrent ils l’ancien au nouveau?
– Les instructions d’utilisation du produit sont elle claires?
– Les consommateurs ont-ils besoin d’une expérience pratique pour utiliser un produit?
– Le produit est il correctement positionné?
Le consommateur n’est pas toujours prêt à intégrer un nouveau produit dans son mode de consommation e aura tendance à préférer l’ancien modèle. Ce qui fut le cas pour coca cola avec son produit New Coke.
Le big data via le predictive analytics permet ainsi qu’aux entreprises de pouvoir rajeunir leurs ventes mais également de trouver de nouvelles opportunités comme par exemple de nouvelles utilisations à des produits déjà existants. Le fait de pouvoir obtenir des informations sur les consommateurs en temps réels permet à l’entreprise d’être réactive et de pouvoir corriger rapidement le problème.

Note d’intérêt pour la recherche en cours

Le big data permet aux entreprises d’avoir accès à l’information de manière très rapide, ce qui leur permet de corriger les problèmes lors d’un lancement de produit.

Big Data and consumer behavior: imminent opportunities

Référence:

Hofacker, C. F., Malthouse, E. C., & Sultan, F. (2016). « Big Data and consumer behavior: imminent opportunities ». Journal Of Consumer Marketing, Vol. 33 Issue 2, p89-97. 9p

Idée dominante:
Le changement qu’occupe le Big data dans les prises de décisions marketing

Résumé

Le big data est apparu depuis que l’on s’est aperçu que supprimer les données coûtait plus cher que de les stocker. Le big data se caractérise par la règle des 3Vs:
– Volume: La masse d’information qu’il regroupe
– Vélocité: la rapidité de l’information qui circule (ex: géolocalisation) rendant le big data encore

plus grand.
– Variété: la variété des informations (chiffres, images, textes…)
Avec le développement des réseaux sociaux, l’interactivité avec les consommateurs est de plus en plus grandes. Ce qui permet aux entreprises d’avoir davantage d’informations sur leur comportement. Le big data est à l’origine de nombreux changements dans la prise de décision marketing.

La première étape concerne la reconnaissance d’un problème. En observant autour de lui le consommateur ressent un manque. La satisfaction d’un consommateur n’est jamais atteinte. Il voit toujours ce qui le sépare entre ce qu’il possède, ce qu’il a déjà expérimenté et ce qu’il n’a pas encore. Avec le Big data les entreprises ont les moyens de pouvoir anticiper ce moment, en étant proche de celui-ci via les réseaux sociaux. Via la récupération d’adresse IP les entreprises sont donc en mesure de pouvoir traquer le consommateur et de comprendre tout ses faits et gestes.

La seconde étape est la Recherche. Lorsque le client achète en magasin il a le choix entre un certain nombre de produits. Il est donc plus facile d’établir un suivi sur son comportement. Or maintenant avec le développement de plateforme de e-commerce le client a une variété de choix encore plus étendue. Des outils ont donc été développés pour avoir un suivi parfait du consommateur, à savoir quels sont les mots clés qui l’intéressent, ainsi que tout le chemin qu’il a parcouru sur le site via des capteurs. Pour autant il reste difficile de savoir quel est l’élément qui a déclenché l’achat.

Vient ensuite l’Évaluation alternative qui intervient lorsque le consommateur est présent sur le site. Il s’agit par ses actions de pouvoir déterminer ce qu’il en est. Pour exemple l’abandon d’un panier d’achat indique que le client fait des comparaisons de prix entre les différents sites.

Puis il y a l’Acte d’achat qui correspond à toutes les actions mises en place pour faciliter et rendre plus agréable l’acte d’achat (expérience user) pour le consommateur. De sorte qu’il revienne.

La Consommation. Avec le développement de nombreux réseaux sociaux les consommateurs partagent de plus en plus d’informations sur eux, que ce soit par message ou photo. Le but pour les entreprises est de pouvoir extirper ces données visuelles pour les transformer en données numériques et donc en déduire un type de consommation et déceler des détails physiologiques très précis sur le consommateur.

L’Après achat. Le consommateur est plus dans une phase de bilan par rapport à ses attentes de départ. Il est difficile de pouvoir déceler quelques informations si ce n’est des photos ou bien des tweets.

Et enfin l’Engagement après achat. Comme nous l’avons vu plus haut avec les caractéristiques du big data (volume, rapidité, et variété), le consommateur va émettre un jugement, l’information va se répandre et comme le comportement de l’un est l’antécédent de l’autre, ces informations vont avoir une influence sur le comportement des autres.

Toutefois le big data peut avoir des limites:
– Il explique ce que les consommateurs font via des associations mais ne répond pas à la cause – Le big data malgré tout n’est pas forcément représentatif
– Il peut omettre des données
– Il n’y a pas de limite par rapport à la vie privé des consommateurs

Note d’intérêt pour la recherche en cours

Cet article me permet de démontrer que le Big data occasionne de nombreuses évolutions au sein de l’entreprise notamment dans le secteur marketing, en lui permettant de mieux connaitre le consommateur.

Brand followers: Consumer motivation and attitude towards brand communications on Twitter

Reference: Sook Kwon, S., Kim, E., Sung, Y., & Yun Yoo, C. (2014). Brand followers: Consumer motivation and attitude towards brand communications on Twitter. International Journal of Advertising, 33(4), 657-680

Summary:

Nowadays, with the rise of social media and social networking sites and applications, there is an importance of building and sustaining relationships with the customers, and is possible with the existence of social networking sites, such as Facebook and Twitter. It is now an advantage for brands to be present on social networking sites, and in this article the focus goes for one particular social networking site, Twitter. Twitter combines the social network sites, blogging, and text messaging, with the ability to follow brands, family, friends, companies, celebrities. People can also unfollow, recommend things or places, tweet about what are their thoughts of the day, re-tweet what others might have said and could also just be passive users and not contribute to any of the above mentioned. With more than 2oo million active users tweeting 400 million messages a day, nearly 90% of those users are brand followers on Twitter. This study revolves around twitter and it tries to identify the reason behind consumer’s motivation to follow brands on Twitter since consumer’s attitudes are always changing it is essential to keep up with their attitudes in order to have a relationship and sustain it. So the two main objectives behind this article are “identify and explore consumer motivation for following brands on Twitter, and determine how and which consumer motivation and attitudinal factors may affect the effectiveness of social media marketing on Twitter.

A survey of 400 brand followers on Twitter with an aim for this study to provide a baseline understanding of both motivation and relationship between identified motivations and key consumer-brand relationship variables including: “brand identification, brand community commitment, relationship continuance intention and brand recommendation intentions.” Moreover, what was found concerning the reasons behind people’s motivation to following a certain brand are four main reasons which are, incentive seeking, social-interaction seeking, brand usage/ likability, and information seeking. The latter three reasons were found to be significant predictors of the consumer-brand relationship variables.

Social media and human need satisfaction: Implications for social media marketing

Reference: Zhu, Y., Chen, H. (2015). Social media and human need satisfaction: Implications for social media marketing in Business Horizons, Article in press

Summary:

Social media has become an integral part of people’s lives whether they intentionally access social media platforms, or they come up as suggestions on phone applications or internet pop up sites. Moreover, it has become a tool for companies to communicate messages to their customers, so a B2C communication tool.

An increase of investments in advertising on social media platforms was what most US based companies did in order to stay connected to their customer and also attract potential customers’ and serve them better. However, studies have proven that most of these advertisements on social media platforms didn’t impact most of the consumers’ buying decisions and left people with negative feelings towards these ads. One of the main reason for that finding, is that people connect themselves on social media for the purpose of interacting with other people and finding long lost contacts from the past or maybe just to be entertained on the web, whereas, marketers’ main goal with their presence on  social media platforms, is to sell their products or services and persuade people to do so. There is no coherence between what the customers want and what the marketers have to offer them, and most of the time people ignore any advertisements provided to them on social media platforms. Marketers need to go deeper in understanding of why people connect on social media, and for what purposes, in order to create a need-congruent lens, meaning, to adapt people’s expectations and needs to what the company and the message conveyed on social media can offer. For this reason, this articles wants to answer the question: “what exactly are the needs behind these purposes and how should we use this knowledge for social media marketing?” To be able to answer this question,  two things must be taken into account: the type of messages posted by the person on his/her social media accounts and what basic human needs is answered and satisfied when a person is connected on social media, will help marketers identify the different needs conveyed by different people.

As mentioned in the article: “ social media marketing campaigns must help people satisfy their needs, whether this takes the form of building relationships, enhancing self-presentation, feeding self-esteem, finding solutions, or simply admiring beauty”. So this is a challenge most marketer face nowadays, to decide on the precise social media platform to be present on depending on the message they are trying to convey and the type of product or service they would like to present and make people aware of, and also to target the right people and answer all kinds of needs, from primary and basic to luxurious needs.

Enhancing the effects of social network site marketing campaigns. If you want customers to like you, ask them about themselves

Reference:  Van Noort, G., Antheunis, M.L., & Verlegh, P.W.J. (2014). Enhancing the effects of social network site marketing campaigns. If you want customers to like you, ask them about themselves in International Journal of Advertising, 33(2), 235-252

Summary:

Social networking sites (SNS) and social media platforms have become tools for marketers to be present on the internet and a reason to have a more personal relationship with their customers, or people who visit their page. Social networking sites are now not only platforms where people can connect to one another, but also used to promote brands, products and services. Interactive advertising campaigns can be defined as all forms of online, wireless and interactive television advertising, including banners, sponsorships, e-mail, keyword searches, and referrals, slotting fees, classified ads and interactive television commercials.

Here in this article, the main focus goes for the interactive advertising campaign on social networking sites (SNS) , and in this interactive advertising campaign three components make it up: the advertising, the campaign and the viral feature or the “tell a friend” feature. Benefits of social networking campaigns include creating brand engagement with the customers and page visitors, and gathering personal information on people in order to personalize further future marketing efforts to sustain the relationship with the customers. The main question that is asked in this article is: how consumers’ self-disclosing would breed linking for the brand?

Social networking sites campaigns are developed as interactive brand games so that people could relate and enjoy participating, and not feel like this is an obligation. Self-disclosure plays a central role in the development and the sustainability of relationships. When people disclose of personal information to other people, they unconsciously form a bond with that other person and a sense of liking. In comparison to the marketing context, and specifically in consumer brand-relationships the studies concluded and found that disclosing personal information to a brand in an online marketing campaign creates a feeling of ‘liking” towards the brand and even the intention to purchase as well as communicate to others and engage in word-of-mouth. “Disclosure enhances the virality of marketing campaigns and the willingness of people to share the campaign with others present in the same network.”

Digital marketing and social media: why bother?

Reference: Tiago, M.T.P.M.B., Veríssimo, J.M.C. (2014). Digital marketing and social media: why bother? Journal of Business horizons, 57,703-708

Summary:

Nowadays, we notice a difference in how consumer behavior was in the past, and what it consists of now, where people are more demanding and specific on their product or service needs. That is why marketers should follow the consumer behavior and keep up with the changes that are happening. It is not a question of the people connecting to the internet or not, it is more today a question of where are they connecting to? What are they looking for? And what interests them? However in this article the firm’s describe “their efforts in the digital marketing strategies”. It is up to the companies now to follow what interests their customer and try to adapt marketing strategies online to be able to answer to their needs.

A study was made on Portuguese companies, since internet adoption in Portugal has increased and people are now more connected to the virtual world via smartphones and mobile phones. The question asked in this article is to know “what are the main reasons for which companies are present in a digital form these days?” Many reasons behind that and the most important ones to mention are external competition, internal efficiency for the firm itself, and a facilitator for top-down directives. Not only it is important to be present online and virtually, but also it provides the company with additional benefits such as “customer support, easier market research, brand building, relationship building, and buzz marketing”. However, how do marketers measure their digital marketing effectiveness and evaluate what to do and what not to do? A cluster analysis was done in order to better answer the question out of which a digital engagement matrix was created to see the relationship between perceived benefits and digital marketing usage. Four profiles were suggested. “Engagement, Qualification, Discovery, and Dead-road.”

  •  “Engagement” is a mixture high investments in digital media usage as well as high perceived benefits and is referred to as interactive.
  •  “Qualification” also involves high investments in digital media, but has low expectations regarding its benefits and is referred to as “digital”. Moreover, –
  • “discovery” has weak digital marketing usage and low benefit perception. And finally,
  • “dead-road” reflects the “inefficiency of an unbalanced approach, high perceived benefits but low commitment to digital marketing”.

It is up to marketers to decide in which quadrant they want to be present in depending on how much they would like to invest and how much they perceive their benefits will be on the long term, keeping in mind the importance of the efforts which should “lead to increased engagement, stronger relationships with customers, and subsequent customer engagement”.

An organizational perspective on m-business: usage factors and value determination

Reference: Picoto, W.N., Bélanger, F., & Palma-dos-Reis, A. (2014). An organizational perspective on m-business: usage factors and value determination. European Journal of Information Systems, 23(5), 571-592

Summary:

Mobile technologies have become an essential part of individuals’ life, whether at work or in the comfort of their own homes. However, most studies are done to prove how mobile technologies have impacted the lives and changed the way people live and act, studies have ignored the fact that mobile phones have also touched the business and firms themselves, thus this study focuses more on the organizational context and organizational perspective on mobile business and analyses the value m-business can provide for firms.

Year after year, there is an increase in the purchase of smartphones, which means more and more people are connected on mobile services and this can also be seen as opportunities for business and opportunities for new digital marketing strategies, and thus the word “m- business” or mobile business.

What is highlighted in this article is the M-buisness unique value. Going further into detail, the mobile technologies unique features are its portability, its user identification, its localization, and its instant connectivity. Moreover, what the M-business can provide as unique value propositions is its ubiquity; the concept of anywhere, anytime. Also, its personalization, and its convenience. M-business can impact the business on many levels including and not limited to marketing and sales, internal operations, and procurement. In addition to that, with the technology-organization-environment framework or what is referred to in the article as TOE, diffusion of innovation theory and resource based theory as theoretical lenses, a proposed conceptual model is used to assess the post-adoption stages of usage and value of mobile business.

  • On the organizational level, the results provided important information about M-business fundamental values and “five new impacts were identified in the interviews: better information quality, improved employee learning, increased employee effectiveness, innovation incentive, and facilitating inventory management with the use of RFID technology.
  •  On the technological level, the RFID adoption was not surely a relative advantage for a certain company and it also highlighted that each person deals with technology on his or her own personal level. And finally, on the environmental level, “competitive pressure, partner pressure, and mobile environment are significant and positive antecedents of m-buisness usage.

 

When mobile is the norm: researching mobile information systems and mobility as post-adoption phenomena

Reference: Middleton, C., Scheepers, R., Tuunainen, V.K. (2014). When mobile is the norm: researching mobile information systems and mobility as post-adoption phenomena in European Journal of Information Systems, 23(5), 503-512

Summary:

The rise of mobile devices and use have increased drastically during the past 7 years, where mobile subscriptions today are estimated to be equal to the number of people on this planet, almost 7 billion subscriptions in 2014 versus 2.75 billion subscriptions in 2006. Mobile technology has become a way to interact with family, friends, share news, enjoy entertainment, and access information. Mobile access in 2011 had a different meaning of what it is today, where everything is now accessible and a click away. We note that mobile emergence first started with the GSM digital cellular standard and ever since, we had a transformation from mobile phones that provided text and phone to handheld devices that are known as smartphones and tablets which combine a series of functionalities other than sound and text such as: e-mail, instant messaging, social networks, note-taking, camera, flashlight, payment methods, location services and maps as well as games and entertainment applications. The term that his highlighted in this article is “UBIQUITY” which is the ability to be anywhere, anytime especially when referring and talking about mobile phones, smartphones, and tablets. Information systems that are used in mobile devices; smartphones and tablets, are shifting and developing their services and functionality. Nowadays, we talk about mobile entertainment as well as communication media and social networking and vehicle services where the use of smartphones is basically for navigation purposes and GPS and information on road conditions. Applications that have entered the smartphone and tablet world can be referred to as highly complex “micro information system” that integrate computing functionality with content.

When it comes to the mobile user himself/herself, what can be identified is that some users own more than one mobile device whether it is two smartphones, one smartphone and one tablet, or a work phone, a smartphone and a tablet. Users not only care about the functionality of these devices but also on the aesthetic aspect of design that encompasses their devices. The user identified in this article can be a private, social person. He can also be an employee, an entertainment user, a professional, a citizen, or even an activist, and each one of these characteristics define the way and how the user exercises “choice” and degree of usage by taking action to maximize usability of devices and ensure benefits from use. Some research questions that were asked in this article included and are not limited to:

  • How the infrastructure can be enhanced to enable IoT ( Internet of things)
  • How can persistent digital devices be addressed?
  • How can we increase accessibility to mobile networks and services for those who are currently not using them?

The context of use that were discussed in this article also became a central concern especially when reflecting on the multiple, and potentially overlapping roles of an individual and the potential overlapping contexts of mobile technology use. Some positive consequences of mobile use are apparent however some contradictions are highlighted as well. Moreover, mobile computing is enabling new behaviors flowing from the same individual as private, national, and global user. In addition to that, the global service providers are coming up with new ranges of services and applications and are clearly shaping the way individuals connect to each other, influence from each other and learn from each other. However, to each new invention its drawbacks, and in this case it is the deterioration of the traditional phone booth and landline as well as newspapers, bookstores, maps, and an increased invasion of privacy, identity theft and higher surveillance on the internet searches.

 

Mobile information systems and organizational control: beyond the panopticon metaphor?

Reference: Leclercq – Vandelannoitte, A., Isaac, H., Kalika, M. (2014). Mobile information systems and organizational control: beyond the panopticon metaphor? In European Journal of Information Systems, 23(5), 543-557

Summary:

The focus in this article is on organizational context and individuals as employees in the work place as well as outside the workplace. As mobile technology is innovating day after day, their uniqueness of being ubiquitous, meaning being present anywhere, anytime and easy to carry around, have made it easier to shift work to other places, anywhere and anytime whether at home, in the car, at the park. Connectivity, ease of carrying, exchanging information on the spot, getting in touch with people, all are many reasons why people work away from the office sometimes even after their usual working hours. However, for control reasons, this particular aspect makes it more challenging for higher level management to keep track on what is happening when people work outside the work premises because they somehow have to “follow” their employees outside of the workplace. A metaphor is used to portray the use of control in ancient times, the panoptic metaphor which illustrates the idea of a prison. The panopticon is a type of institutional building designed by the English philosopher and social theorist Jeremy Bentham in the late 18th century. The concept of the design is to allow a single watchman to observe all inmates of an institution without the inmates being able to tell whether or not they are being watched. Although it is physically impossible for the single watchman to observe all cells at once, the fact that the inmates cannot know when they are being watched means that all inmates must act as though they are watched at all times, effectively controlling their own behavior constantly. The main question asked in this article is: “can control systems in the mobile age be reduced to the Foucauldian panopticon or does the advent of mobile information systems herald the need for another model of social and political organization? Does the enactment of mobile information system in the work place support an extension of panoptic IT-based control systems, as might be enabled in enterprise systems, or does it include other logics of control?”

This paper investigates whether the way mobile information systems are engaged in the workplace reinforce panoptic control systems or generate other types of control logics. “This qualitative exploratory case study reveals the emergence of a subtle, invisible form of “free control” through mobile information systems: a shift in location of authority, a time-related discipline, a deep sense of trust, and adherence to organizational norms that the professionals themselves co-construct”. “Through the concept of free control, the study makes visible the invisible control logics that operate through mobile information systems and illustrates the dissolution of the boundaries between professional and private lives intentionally reinforced by the users”. A sense of trust between managers and employers was developed and people are now more productive than before when given the freedom to work from the comforts of their own homes. They take responsibilities of their actions and do the tasks as asked and answer when needed with the help of the all-time connectivity. So the adoption of the free control inside the organizations has shifted authority and observability and has created a sense of trust and co-operation between employers and employees and were able to dissolute the boundaries between higher level management and employees. However, one thing to keep in mind is the limitations this study offers since it was only done on a small company with a low level of formality, unlike most other companies who are bigger in employee size and have a more top down management style, rather than a flat line management style just like in the case of the company studied in this article which was referred to as “Bankco” to protect its confidentiality.