Skip to content
Product cover

Risky Business: How Data Analytics Can Help

Kathleen Long (Montage Analytics), interviewed by Renee Boucher Ferguson.

A socio-cybernetician and behavioral scientist, Dr. Kathleen Long, CEO of Montage Analytics, is taking on operational risk the big, unwieldy, nearly undetectable kind known as black swans (and the perhaps more well known type of operational risk too, like risky business practices or employee fraud). Dr. Long has combined her training in behavioral science with Bayesian network design to help organizations better understand and mitigate operational risk

This isn’t an easy undertaking. Part of the problem, according to Dr. Long, is that not everyone knows how to define operational risk (if you can’t define it, you can’t guard against it). At the same time, the risk landscape is changing so fast that what happened yesterday is no longer a marker for what might happen tomorrow.

“We are living in unprecedented times. You can’t say the past is a reliable predictor of the future,” says Dr. Long. “Too many events happen that are black swans that come out of the blue Bernie Madoff, 9/11. Things have changed dramatically. And the fact that we are living in an increasingly globalized and networked world means that even small events happening somewhere on the other side of the world can quickly cascade around the globe and affect us in places we didn’t expect.

In a conversation with Renee Boucher Ferguson, a researcher and contributing editor at MIT Sloan Management Review, Dr. Long discussed the changing risk landscape and how big data and behavioral science can help.

Purchase Options

Educator and Student Discounts Available. Learn more »

  BENCHMARKS  
Loading Time: Base Classes  0.0023
My Controller Construct  0.0004
Build Nav  0.0006
Controller Execution Time ( Products / Route )  0.1338
Total Execution Time  0.1360
  GET DATA  
No GET data exists
  MEMORY USAGE  
1.5536 MB
  POST DATA  
No POST data exists
  URI STRING  
store/risky-business-how-data-analytics-can-help
  CLASS/METHOD  
products/route
  DATABASE:  MITSLOAN_DEV   QUERIES: 68  (Hide)
0.0003  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0002  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0002  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0002  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0002  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0002  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0002  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0003  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0002  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0001  

SELECT *
FROM (`carts`)
WHERE `cart_id` =  'c17e4070921804026d2476f9f2a6c5b9'
ORDER BY `created_atDESC 
0.0002  

SELECT SQL_CALC_FOUND_ROWS cat_id
FROM 
(`product_categories`)
WHERE `status_id` =  'A'
AND `url_friendly` =  'risky-business-how-data-analytics-can-help'
AND `parent_id` =  
0.0123  

SELECT c.parent_idc.format_id
                    FROM products 
AS pproducts AS c
                    WHERE p
.prod_id c.parent_id AND
                        
c.avail_id IN ('A','B','D') AND
                        
c.type_id 'V' AND
                        (
                            
c.sku 'risky-business-how-data-analytics-can-help' OR
                            if(
c.format_id 'Certificate'''p.url_friendly) = 'risky-business-how-data-analytics-can-help'
                        
)
                    
LIMIT 1 
0.0002  

SELECT `parent_id`
FROM (`products`)
WHERE `prod_id` =  2951 
0.0003  

SELECT *
FROM (`products`)
WHERE `products`.`prod_id` =  '2951' 
0.0002  

SELECT *
FROM (`authors`)
JOIN `products__authorsON `authors`.`author_id` = `products__authors`.`author_id`
WHERE `products__authors`.`prod_id` =  '2951'
ORDER BY `sortAS
0.0002  

SELECT `cat_id`
FROM (`product_categories__products`)
WHERE `prod_id` =  '2951' 
0.0001  

SELECT *
FROM (`product_flags__products`)
WHERE `prod_id` =  '2951' 
0.0004  

SELECT `sku`
FROM (`products__xsell`)
WHERE `prod_id` =  '2951'
ORDER BY IF(position 010) AS, `position
0.0902  

SELECT `products`.`parent_id`
FROM (`transaction_lines`)
JOIN `productsON `products`.`sku` = `transaction_lines`.`sku`
JOIN `product_categories__productsON `products`.`parent_id` = `product_categories__products`.`prod_id`
WHERE `products`.`avail_id` =  'A'
AND TO_DAYS(transaction_lines.updated_at) < (TO_DAYS(NOW()) - 90)
AND `
product_categories__products`.`cat_idIN ('249') 
GROUP BY `products`.`parent_id`
ORDER BY COUNT(*) DESC
LIMIT 6 
0.0017  

SELECT `parent_id`
FROM (`products`)
WHERE `prod_id` =  '361' 
0.0003  

SELECT *
FROM (`products`)
WHERE `products`.`prod_id` =  '361' 
0.0003  

SELECT *
FROM (`authors`)
JOIN `products__authorsON `authors`.`author_id` = `products__authors`.`author_id`
WHERE `products__authors`.`prod_id` =  '361'
ORDER BY `sortAS
0.0001  

SELECT `parent_id`
FROM (`products`)
WHERE `prod_id` =  '3961' 
0.0002  

SELECT *
FROM (`products`)
WHERE `products`.`prod_id` =  '3961' 
0.0002  

SELECT *
FROM (`authors`)
JOIN `products__authorsON `authors`.`author_id` = `products__authors`.`author_id`
WHERE `products__authors`.`prod_id` =  '3961'
ORDER BY `sortAS
0.0001  

SELECT `parent_id`
FROM (`products`)
WHERE `prod_id` =  '35' 
0.0002  

SELECT *
FROM (`products`)
WHERE `products`.`prod_id` =  '35' 
0.0002  

SELECT *
FROM (`authors`)
JOIN `products__authorsON `authors`.`author_id` = `products__authors`.`author_id`
WHERE `products__authors`.`prod_id` =  '35'
ORDER BY `sortAS
0.0001  

SELECT `parent_id`
FROM (`products`)
WHERE `prod_id` =  '179' 
0.0001  

SELECT *
FROM (`products`)
WHERE `products`.`prod_id` =  '179' 
0.0013  

SELECT *
FROM (`authors`)
JOIN `products__authorsON `authors`.`author_id` = `products__authors`.`author_id`
WHERE `products__authors`.`prod_id` =  '179'
ORDER BY `sortAS
0.0002  

SELECT `parent_id`
FROM (`products`)
WHERE `prod_id` =  '489' 
0.0003  

SELECT *
FROM (`products`)
WHERE `products`.`prod_id` =  '489' 
0.0003  

SELECT *
FROM (`authors`)
JOIN `products__authorsON `authors`.`author_id` = `products__authors`.`author_id`
WHERE `products__authors`.`prod_id` =  '489'
ORDER BY `sortAS
0.0001  

SELECT `parent_id`
FROM (`products`)
WHERE `prod_id` =  '2465' 
0.0002  

SELECT *
FROM (`products`)
WHERE `products`.`prod_id` =  '2465' 
0.0002  

SELECT *
FROM (`authors`)
JOIN `products__authorsON `authors`.`author_id` = `products__authors`.`author_id`
WHERE `products__authors`.`prod_id` =  '2465'
ORDER BY `sortAS
0.0009  

SELECT SQL_CALC_FOUND_ROWS media_idposition
FROM 
(`media`)
WHERE `foreign_key_table` =  'products'
AND `foreign_key_column` =  'prod_id'
AND `foreign_key_value` =  '2951'
AND `kind` =  'image_600x600'
ORDER BY IF(position 010) AS, `position
0.0001  

SELECT *
FROM (`media`)
WHERE `media`.`media_id` =  '1348' 
0.0001  

SELECT *
FROM (`mime_types`)
WHERE `mime_types`.`extension` =  'jpg' 
0.0004  

SELECT *
FROM (`media_metadata`)
WHERE `media_id` =  '1348' 
0.0019  

SELECT SQL_CALC_FOUND_ROWS media_idposition
FROM 
(`media`)
WHERE `foreign_key_table` =  'products'
AND `foreign_key_column` =  'prod_id'
AND `foreign_key_value` =  '2951'
AND `kind` =  'gallery_image'
ORDER BY IF(position 010) AS, `position
0.0003  

SELECT *
FROM (`products`)
WHERE `avail_idIN ('A''B''C''H') 
AND `
parent_id` =  '2951'
AND `type_id` =  'V'
ORDER BY IF(position 010) AS, `position`, `title
0.0001  

SELECT `c`.`format_id`, `c`.`price`, `c`.`sale_price`
FROM (`productsAS c)
WHERE `c`.`prod_id` =  '2952'
LIMIT 1 
0.0003  

SELECT SQL_CALC_FOUND_ROWS media_idposition
FROM 
(`media`)
WHERE `foreign_key_table` =  'products'
AND `foreign_key_column` =  'prod_id'
AND `foreign_key_value` =  '2952'
AND `kind` =  'thumbnail'
ORDER BY IF(position 010) AS, `position
0.0002  

SELECT `product_categories__products`.`cat_id`
FROM (`product_categories__products`)
JOIN `product_categoriesON `product_categories__products`.`cat_id` = `product_categories`.`cat_id`
WHERE `product_categories__products`.`prod_id` =  '2951'
AND `product_categories`.`parent_id` =  1
AND `product_categories__products`.`cat_idNOT IN (1261)  
0.0020  

SELECT `cat_idAS id, `parent_idAS parent, `status_id`, `name`, `description`, `url_friendly`, `page_title`, `meta_keywords`, `meta_description`, `position`, `updated_at`
FROM (`product_categories`)
WHERE `cat_id` != 1
ORDER BY 
`parent_id`, IF(position 010) AS, `position`, `name
0.0003  

SELECT *
FROM (`product_categories`)
WHERE `status_id` =  'A'
AND `parent_id` =  1
AND `cat_idNOT IN (1261) 
ORDER BY `name
0.0004  

SELECT *
FROM (`site_settings`)
WHERE `option_key` =  'announcement' 
  HTTP HEADERS  (Show)
  SESSION DATA  (Show)
  CONFIG VARIABLES  (Show)