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Decision making

Choice under uncertainty and its distortions.

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Qurʾān

القرآن6 shown

Verses named for this subject by hand come first. The rest are found by the subject’s own Arabic and English senses and are shown as lexical matches, not as anchors anyone has confirmed.

Qur'ān 42:38Arabic sense: شوري | English sense: consult, mutual consultation

وَٱلَّذِينَ ٱسۡتَجَابُواْ لِرَبِّهِمۡ وَأَقَامُواْ ٱلصَّلَوٰةَ وَأَمۡرُهُمۡ شُورَىٰ بَيۡنَهُمۡ وَمِمَّا رَزَقۡنَٰهُمۡ يُنفِقُونَ

respond to their Lord; keep up the prayer; conduct their affairs by mutual consultation; give to others out of what We have provided for them

Qur'ān 3:159Arabic sense: عزم | English sense: consult

فَبِمَا رَحۡمَةࣲ مِّنَ ٱللَّهِ لِنتَ لَهُمۡۖ وَلَوۡ كُنتَ فَظًّا غَلِيظَ ٱلۡقَلۡبِ لَٱنفَضُّواْ مِنۡ حَوۡلِكَۖ فَٱعۡفُ عَنۡهُمۡ وَٱسۡتَغۡفِرۡ لَهُمۡ وَشَاوِرۡهُمۡ فِي ٱلۡأَمۡرِۖ فَإِذَا عَزَمۡتَ فَتَوَكَّلۡ عَلَى ٱللَّهِۚ إِنَّ ٱللَّهَ يُحِبُّ ٱلۡمُتَوَكِّلِينَ

By an act of mercy from God, you [Prophet] were gentle in your dealings with them- had you been harsh, or hard-hearted, they would have dispersed and left you- so pardon them and ask forgiveness for them. Consult with them about matters, then, when you have decided on a course of action, put your trust in God: God loves those who put their trust in Him

Qur'ān 46:35Arabic sense: العزم, عزم

فَٱصۡبِرۡ كَمَا صَبَرَ أُوْلُواْ ٱلۡعَزۡمِ مِنَ ٱلرُّسُلِ وَلَا تَسۡتَعۡجِل لَّهُمۡۚ كَأَنَّهُمۡ يَوۡمَ يَرَوۡنَ مَا يُوعَدُونَ لَمۡ يَلۡبَثُوٓاْ إِلَّا سَاعَةࣰ مِّن نَّهَارِۭۚ بَلَٰغࣱۚ فَهَلۡ يُهۡلَكُ إِلَّا ٱلۡقَوۡمُ ٱلۡفَٰسِقُونَ

Be steadfast [Muhammad], like those messengers of firm resolve. Do not seek to hasten the punishment for the disbelievers: on the Day they see what they had been warned about, it will seem to them that they lingered no more than a single hour of a single day [in this life]. This is a warning. Shall any be destroyed except the defiant

Qur'ān 2:233English sense: consult

۞وَٱلۡوَٰلِدَٰتُ يُرۡضِعۡنَ أَوۡلَٰدَهُنَّ حَوۡلَيۡنِ كَامِلَيۡنِۖ لِمَنۡ أَرَادَ أَن يُتِمَّ ٱلرَّضَاعَةَۚ وَعَلَى ٱلۡمَوۡلُودِ لَهُۥ رِزۡقُهُنَّ وَكِسۡوَتُهُنَّ بِٱلۡمَعۡرُوفِۚ لَا تُكَلَّفُ نَفۡسٌ إِلَّا وُسۡعَهَاۚ لَا تُضَآرَّ وَٰلِدَةُۢ بِوَلَدِهَا وَلَا مَوۡلُودࣱ لَّهُۥ بِوَلَدِهِۦۚ وَعَلَى ٱلۡوَارِثِ مِثۡلُ ذَٰلِكَۗ فَإِنۡ أَرَادَا فِصَالًا عَن تَرَاضࣲ مِّنۡهُمَا وَتَشَاوُرࣲ فَلَا جُنَاحَ عَلَيۡهِمَاۗ وَإِنۡ أَرَدتُّمۡ أَن تَسۡتَرۡضِعُوٓاْ أَوۡلَٰدَكُمۡ فَلَا جُنَاحَ عَلَيۡكُمۡ إِذَا سَلَّمۡتُم مَّآ ءَاتَيۡتُم بِٱلۡمَعۡرُوفِۗ وَٱتَّقُواْ ٱللَّهَ وَٱعۡلَمُوٓاْ أَنَّ ٱللَّهَ بِمَا تَعۡمَلُونَ بَصِيرࣱ‏

Mothers suckle their children for two whole years, if they wish to complete the term, and clothing and maintenance must be borne by the father in a fair manner. No one should be burdened with more than they can bear: no mother shall be made to suffer harm on account of her child, nor any father on account of his. The same duty is incumbent on the father’s heir. If, by mutual consent and consultation, the couple wish to wean [the child], they will not be blamed, nor will there be any blame if you wish to engage a wet nurse, provided you pay as agreed in a fair manner. Be mindful of God, knowing that He sees everything you do

Qur'ān 28:66English sense: consult

فَعَمِيَتۡ عَلَيۡهِمُ ٱلۡأَنۢبَآءُ يَوۡمَئِذࣲ فَهُمۡ لَا يَتَسَآءَلُونَ

All arguments will seem obscure to them on that Day; they will not be able to consult one another

Qur'ān 58:13English sense: consult

ءَأَشۡفَقۡتُمۡ أَن تُقَدِّمُواْ بَيۡنَ يَدَيۡ نَجۡوَىٰكُمۡ صَدَقَٰتࣲۚ فَإِذۡ لَمۡ تَفۡعَلُواْ وَتَابَ ٱللَّهُ عَلَيۡكُمۡ فَأَقِيمُواْ ٱلصَّلَوٰةَ وَءَاتُواْ ٱلزَّكَوٰةَ وَأَطِيعُواْ ٱللَّهَ وَرَسُولَهُۥۚ وَٱللَّهُ خَبِيرُۢ بِمَا تَعۡمَلُونَ

Were you afraid to give charity before consulting the Prophet? Since you did not give charity, and God has relented towards you, you should [at least] observe your prayers, pay the prescribed alms, and obey God and His Messenger: God is well aware of your actions

Tafsīr

التفسير6 shown

Commentary on the verses above, at most two editions per verse.

en-al-jalalayn on 42:38en-al-jalalayncommentary on an ayah this subject surfaced

and those who answer their Lord those who respond to what He has summoned them in the way of affirming His Oneness and worship of Him and observe prayer maintaining it regularly and whose courses of action those courses of action that seem good to them are a matter of counsel between them in which they consult one another and do not act hastily and who of what We have bestowed on them expend in obedience to God — such mentioned individuals constitute one category;

en-tafisr-ibn-kathir on 42:38en-tafisr-ibn-kathircommentary on an ayah this subject surfaced

So whatever you have been given is but (a passing) enjoyment for this worldly life, but that which is with Allah is better and more lasting for those who believe and put their trust in their Lord (36)And those who shun the greater sins, and Al-Fawahish, and when they are angry, they forgive (37)And those who answer the Call of their Lord, and perform the Salah, and who (conduct) their affairs by mutual consultation, and who spend of what We have bestowed on them (38)And those who, when an oppressive wrong is done to them, take revenge (39) The Attributes of Those Who deserve that which is with Allah Here Allah points out the insignificance of this worldly life and its transient adornments and luxuries. فَمَا أُوتِيتُمْ مِنْ شَيْءٍ فَمَتَاعُ الْحَيَاةِ الدُّنْيَا ۖ (So whatever you have been given is but (a passing) enjoyment for this worldly life.) means, no matter what you achieve a

en-asbab-al-nuzul-by-al-wahidi on 3:159en-asbab-al-nuzul-by-al-wahidicommentary on an ayah this subject surfaced

It was by a mercy of God that thou wert soft with them. Hadst thou been harsh and hard of heart, they would have scattered from around thee. So pardon them, ask forgiveness for them, and consult with them in the affair. And when thou art resolved, trust in God. Surely God loves those who trust. “O master of masters! O paragon of engendered beings! You are generous and lovingly kind, gentle and ever-merciful to everyone. You drive everyone by customs that hit the mark. You call everyone to the table of exaltedness and convey to everlasting felicity. You are like a father for the orphans, a husband for the widowed. You caress the familiar and you show the road to the estranged. You are mercy itself for the world's folk, a cause of generous giving to all the servants. O master, there is all of this, but take care not to see yourself. Do not consider these as your own acquisitions, for all o

en-asbab-al-nuzul-by-al-wahidi on 46:35en-asbab-al-nuzul-by-al-wahidicommentary on an ayah this subject surfaced

So be patient, as the messengers possessed of resoluteness were patient. And seek not to hurry it for them. On the day they see what they were promised, it will be as if they had not delayed for an hour of daytime. God's Messenger heard so many insults and ill words from the unbelievers and underwent so much suffering from them that he became anguished. Because of that anguish he wished in his heart that a punishment would reach them and they would taste chastisement. The Lord of the Worlds sent this verse: “So be patient... and seek not to hurry it. O MuḤammad, be patient with the torment and insults of the associaters and do not hasten to chastise and punish them. Emulate your brothers the prophets. They were patient with the sufferings and repellant things from their people. They knew that all of it was Our decree, so they did not complain or become anguished. You do the same that the

en-al-jalalayn on 3:159en-al-jalalayncommentary on an ayah this subject surfaced

It was by the mercy of God that you O Muhammad (s) were lenient with them that is that you showed indulgence toward them when they disobeyed you; had you been harsh ill-natured and fierce of heart brutish and coarse towards them they would have dispersed split away from about you. So pardon them pass over what they have done and ask forgiveness for them for their sins until I forgive them and consult them find out their opinions in the matter that is your affair in the battle and otherwise in order to win their hearts over and so that you may be emulated in this respect; and indeed the Prophet s would frequently consult them. And when you are resolved to carry out what you wish after counsel rely on God put your trust in Him and not in any counsel; for God loves those who rely on Him.

en-asbab-al-nuzul-by-al-wahidi on 2:233en-asbab-al-nuzul-by-al-wahidicommentary on an ayah this subject surfaced

Mothers shall suckle their children two whole years-for those who desire to complete the suckling. Great is that Lord who is unique in loving kindness and without peer in caressing servants. He be- stows in testing, He is loyal to assurances. If we call Him, He hears, and if we do not, He knows. He is generous, loving, love-showing, and love-increasing; gentle, defect-hiding, excuse-hearing, a good God. His bounty is beyond all bounty, His generosity beyond all generosity, His mercy greater than all mercies, His love not like other loves. The example given of utmost mercy is the mercy of mothers, but God's mercy toward His servants is more than that, and His love is not like their love. Do you not see that He commands mothers to give milk to their children for two complete years, He urges them to nurture them, and He counsels them to take care of them? He does not confine Himself to the

Ḥadīth

الحديث6 shown

Sound narrations only, and never matched by text. A narration appears here because a compiler filed it under a chapter this subject maps to, or because someone read it and anchored it. Each row says which.

Sunan Abi Dawud 3904Divination And Omensfiled here by the compiler

حَدَّثَنَا مُوسَى بْنُ إِسْمَاعِيلَ، حَدَّثَنَا حَمَّادٌ، ح وَحَدَّثَنَا مُسَدَّدٌ، حَدَّثَنَا يَحْيَى، عَنْ حَمَّادِ بْنِ سَلَمَةَ، عَنْ حَكِيمٍ الأَثْرَمِ، عَنْ أَبِي تَمِيمَةَ، عَنْ أَبِي هُرَيْرَةَ، أَنَّ رَسُولَ اللَّهِ صلى الله عليه وسلم قَالَ ‏"‏ مَنْ أَتَى كَاهِنًا ‏"‏ ‏.‏ قَالَ مُوسَى فِي حَدِيثِهِ ‏"‏ فَصَدَّقَهُ بِمَا يَقُولُ ‏"‏ ‏.‏ ثُمَّ اتَّفَقَا ‏"‏ أَوْ أَتَى امْرَأَةً ‏"‏ ‏.‏ قَالَ مُسَدَّدٌ ‏"‏ امْرَأَتَهُ حَائِضًا أَوْ أَتَى امْرَأَةً ‏"‏ ‏.‏ قَالَ مُسَدَّدٌ ‏"‏ امْرَأَتَهُ فِي دُبُرِهَا فَقَدْ بَرِئَ مِمَّا أَنْزَلَ اللَّهُ عَلَى مُحَمَّدٍ ‏"‏ ‏.‏

Narrated AbuHurayrah: The Prophet (ﷺ) said: If anyone resorts to a diviner and believes in what he says (according) to the version of Musa), or has intercourse with his wife (according to the agreed version) when she is menstruating, or has intercourse with his wife through her anus, he has nothing to do with what has been sent down to Muhammad (ﷺ) - according to the version of Musaddad

Sunan Abi Dawud 3905Divination And Omensfiled here by the compiler

حَدَّثَنَا أَبُو بَكْرِ بْنُ أَبِي شَيْبَةَ، وَمُسَدَّدٌ، - الْمَعْنَى - قَالاَ حَدَّثَنَا يَحْيَى، عَنْ عُبَيْدِ اللَّهِ بْنِ الأَخْنَسِ، عَنِ الْوَلِيدِ بْنِ عَبْدِ اللَّهِ، عَنْ يُوسُفَ بْنِ مَاهَكَ، عَنِ ابْنِ عَبَّاسٍ، قَالَ قَالَ رَسُولُ اللَّهِ صلى الله عليه وسلم ‏ "‏ مَنِ اقْتَبَسَ عِلْمًا مِنَ النُّجُومِ اقْتَبَسَ شُعْبَةً مِنَ السِّحْرِ زَادَ مَا زَادَ ‏"‏ ‏.‏

Narrated Abdullah ibn Abbas: The Prophet (ﷺ) said: If anyone acquires any knowledge of astrology, he acquires a branch of magic of which he gets more as long as he continues to do so

Sahih al-Bukhari 6708Expiation For Unfulfilled Oathsfiled here by the compiler

حَدَّثَنَا أَحْمَدُ بْنُ يُونُسَ، حَدَّثَنَا أَبُو شِهَابٍ، عَنِ ابْنِ عَوْنٍ، عَنْ مُجَاهِدٍ، عَنْ عَبْدِ الرَّحْمَنِ بْنِ أَبِي لَيْلَى، عَنْ كَعْبِ بْنِ عُجْرَةَ، قَالَ أَتَيْتُهُ يَعْنِي النَّبِيَّ صلى الله عليه وسلم فَقَالَ ‏"‏ ادْنُ ‏"‏‏.‏ فَدَنَوْتُ فَقَالَ ‏"‏ أَيُؤْذِيكَ هَوَامُّكَ ‏"‏‏.‏ قُلْتُ نَعَمْ‏.‏ قَالَ ‏"‏ فِدْيَةٌ مِنْ صِيَامٍ أَوْ صَدَقَةٍ أَوْ نُسُكٍ ‏"‏‏.‏ وَأَخْبَرَنِي ابْنُ عَوْنٍ عَنْ أَيُّوبَ قَالَ صِيَامُ ثَلاَثَةِ أَيَّامٍ، وَالنُّسُكُ شَاةٌ، وَالْمَسَاكِينُ سِتَّةٌ‏.‏

Narrated Ka`b bin 'Ujra:I came to the Prophet (ﷺ) and he said to me, "Come near." So I went near to him and he said, "Are your lice troubling you?" I replied, "Yes." He said, "(Shave your head and) make expiation in the form of fasting, Sadaqa (giving in charity), or offering a sacrifice." (The sub-narrator) Aiyub said, "Fasting should be for three days, and the Nusuk (sacrifice) is to be a sheep, and the Sadaqa is to be given to six poor persons

Sahih al-Bukhari 6709Expiation For Unfulfilled Oathsfiled here by the compiler

حَدَّثَنَا عَلِيُّ بْنُ عَبْدِ اللَّهِ، حَدَّثَنَا سُفْيَانُ، عَنِ الزُّهْرِيِّ، قَالَ سَمِعْتُهُ مِنْ، فِيهِ عَنْ حُمَيْدِ بْنِ عَبْدِ الرَّحْمَنِ، عَنْ أَبِي هُرَيْرَةَ، قَالَ جَاءَ رَجُلٌ إِلَى النَّبِيِّ صلى الله عليه وسلم فَقَالَ هَلَكْتُ‏.‏ قَالَ ‏"‏ مَا شَأْنُكَ ‏"‏‏.‏ قَالَ وَقَعْتُ عَلَى امْرَأَتِي فِي رَمَضَانَ‏.‏ قَالَ ‏"‏ تَسْتَطِيعُ تُعْتِقُ رَقَبَةً ‏"‏‏.‏ قَالَ لاَ‏.‏ قَالَ ‏"‏ فَهَلْ تَسْتَطِيعُ أَنْ تَصُومَ شَهْرَيْنِ مُتَتَابِعَيْنِ ‏"‏‏.‏ قَالَ لاَ‏.‏ قَالَ ‏"‏ فَهَلْ تَسْتَطِيعُ أَنْ تُطْعِمَ سِتِّينَ مِسْكِينًا ‏"‏‏.‏ قَالَ لاَ‏.‏ قَالَ ‏"‏ اجْلِسْ ‏"‏‏.‏ فَجَلَسَ فَأُتِيَ النَّبِيُّ صلى الله عليه وسلم بِعَرَقٍ فِيهِ تَمْرٌ ـ وَالْعَرَقُ الْمِكْتَلُ الضَّخْمُ ـ قَالَ ‏"‏ خُذْ هَذَا، فَتَصَدَّقْ بِهِ ‏"‏‏.‏ قَالَ أَعَلَى أَفْقَرَ مِنَّا، فَضَحِكَ النَّبِيُّ صلى الله عليه وسلم حَتَّى بَدَتْ نَوَاجِذُهُ قَالَ ‏"‏ أَطْعِمْهُ عِيَالَكَ ‏"‏‏.‏

Narrated Abu Huraira:A man came to the Prophet (ﷺ) and said, "I am ruined!" The Prophet (ﷺ) said, "What is the matter with you?" He said, "I had sexual relation with my wife (while I was fasting) in Ramadan." The Prophet (ﷺ) said, "Have you got enough to manumit a slave?" He said, "No." The Prophet (ﷺ) said, "Can you fast for two successive months?" The man said, "No." The Prophet (ﷺ) said, "Can you feed sixty poor persons?" The man said, "No." Then the Prophet (ﷺ) said to him, "Sit down," and he sat down. Afterwards an 'Irq, i.e., a big basket containing dates was brought to the Prophet (ﷺ) and the Prophet (ﷺ) said to him, "Take this and give it in charity." The man said, "To poorer people than we?" On that, the Prophet (ﷺ) smiled till his premolar teeth became visible, and then told him, "Feed your family with it." (See Hadith No. 157, Vol)

Jami' at-Tirmidhi 2133Al-Qadarfiled here by the compiler

حَدَّثَنَا عَبْدُ اللَّهِ بْنُ مُعَاوِيَةَ الْجُمَحِيُّ الْبَصْرِيُّ، قَالَ حَدَّثَنَا صَالِحٌ الْمُرِّيُّ، عَنْ هِشَامِ بْنِ حَسَّانَ، عَنْ مُحَمَّدِ بْنِ سِيرِينَ، عَنْ أَبِي هُرَيْرَةَ، قَالَ خَرَجَ عَلَيْنَا رَسُولُ اللَّهِ صلى الله عليه وسلم وَنَحْنُ نَتَنَازَعُ فِي الْقَدَرِ فَغَضِبَ حَتَّى احْمَرَّ وَجْهُهُ حَتَّى كَأَنَّمَا فُقِئَ فِي وَجْنَتَيْهِ الرُّمَّانُ فَقَالَ ‏ "‏ أَبِهَذَا أُمِرْتُمْ أَمْ بِهَذَا أُرْسِلْتُ إِلَيْكُمْ إِنَّمَا هَلَكَ مَنْ كَانَ قَبْلَكُمْ حِينَ تَنَازَعُوا فِي هَذَا الأَمْرِ عَزَمْتُ عَلَيْكُمْ أَلاَّ تَتَنَازَعُوا فِيهِ ‏"‏ ‏.‏ قَالَ أَبُو عِيسَى وَفِي الْبَابِ عَنْ عُمَرَ وَعَائِشَةَ وَأَنَسٍ ‏.‏ وَهَذَا حَدِيثٌ غَرِيبٌ لاَ نَعْرِفُهُ إِلاَّ مِنْ هَذَا الْوَجْهِ مِنْ حَدِيثِ صَالِحٍ الْمُرِّيِّ ‏.‏ وَصَالِحٌ الْمُرِّيُّ لَهُ غَرَائِبُ يَنْفَرِدُ بِهَا لاَ يُتَابَعُ عَلَيْهَا ‏.‏

Abu Hurairah narrated:"The Messenger of Allah(s.a.w) came out to us while we were discussing about Al-Qadar. He became angry such that his face became red, as if a pomegranate was bursting through his cheeks. He said: 'Is this what I ordered you to do?' - or: 'Is this what I have been sent to you with? The people before you were only ruined when they differed about this matter. I order you [I order you] to not debate about it.'". (Daif)

Jami' at-Tirmidhi 2134Al-Qadarfiled here by the compiler

حَدَّثَنَا يَحْيَى بْنُ حَبِيبِ بْنِ عَرَبِيٍّ، قَالَ حَدَّثَنَا الْمُعْتَمِرُ بْنُ سُلَيْمَانَ، قَالَ حَدَّثَنَا أَبِي، عَنْ سُلَيْمَانَ الأَعْمَشِ، عَنْ أَبِي صَالِحٍ، عَنْ أَبِي هُرَيْرَةَ، عَنِ النَّبِيِّ صلى الله عليه وسلم قَالَ ‏ "‏ احْتَجَّ آدَمُ وَمُوسَى فَقَالَ مُوسَى يَا آدَمُ أَنْتَ الَّذِي خَلَقَكَ اللَّهُ بِيَدِهِ وَنَفَخَ فِيكَ مِنْ رُوحِهِ أَغْوَيْتَ النَّاسَ وَأَخْرَجْتَهُمْ مِنَ الْجَنَّةِ ‏.‏ قَالَ فَقَالَ آدَمُ وَأَنْتَ مُوسَى الَّذِي اصْطَفَاكَ اللَّهُ بِكَلاَمِهِ أَتَلُومُنِي عَلَى عَمَلٍ عَمِلْتُهُ كَتَبَهُ اللَّهُ عَلَىَّ قَبْلَ أَنْ يَخْلُقَ السَّمَوَاتِ وَالأَرْضَ قَالَ فَحَجَّ آدَمُ مُوسَى ‏"‏ ‏.‏ قَالَ أَبُو عِيسَى وَفِي الْبَابِ عَنْ عُمَرَ وَجُنْدَبٍ ‏.‏ وَهَذَا حَدِيثٌ حَسَنٌ صَحِيحٌ غَرِيبٌ مِنْ هَذَا الْوَجْهِ مِنْ حَدِيثِ سُلَيْمَانَ التَّيْمِيِّ عَنِ الأَعْمَشِ ‏.‏ وَقَدْ رَوَى بَعْضُ أَصْحَابِ الأَعْمَشِ عَنِ الأَعْمَشِ عَنْ أَبِي صَالِحٍ عَنْ أَبِي هُرَيْرَةَ عَنِ النَّبِيِّ صلى الله عليه وسلم نَحْوَهُ ‏.‏ وَقَالَ بَعْضُهُمْ عَنِ الأَعْمَشِ عَنْ أَبِي صَالِحٍ عَنْ أَبِي سَعِيدٍ عَنِ النَّبِيِّ صلى الله عليه وسلم ‏.‏ وَقَدْ رُوِيَ هَذَا الْحَدِيثُ مِنْ غَيْرِ وَجْهٍ عَنْ أَبِي هُرَيْرَةَ عَنِ النَّبِيِّ صلى الله عليه وسلم ‏.‏

Abu Hurairah narrated that the Prophet(S.A.W) said:"Adam and Musa argued, Musa said: "O Adam! You are the one that Allah created with His Hand, and blew into you of His Spirit, and you misled the people and caused them to be expelled from Paradise.' So Adam said: 'You are Musa, the one Allah selected with His Speech! Are you blaming me for something I did which Allah had decreed for me, before creating the heavens and the earth?'" He said: " So Adam confuted Musa

Classical works

كتب التراث6 shown

Arabic originals, reached through the subject’s Arabic senses. Interpretive sources, never proof of a ruling.

ihya §2066ihyaArabic sense: استخاره, الاستخارة, المشورة, مشوره

السابعة صلاة الاستخارة فمن هم بأمر وكان لا يدري عاقبته ولا يعرف أن الخير في تركه أو في الإقدام عليه فقد أمره رسول الله صلى الله عليه وسلم بأن يصلي ركعتين يقرأ في الأولى فاتحة الكتاب وقل يا أيها الكافرون وفي الثانية الفاتحة وقل هو الله أحد فإذا فرغ دعا وقال اللهم إني أستخيرك بعلمك وأستقدرك بقدرتك وأسألك من فضلك العظيم فإنك تقدر ولا أقدر وتعلم ولا أعلم وأنت علام الغيوب اللهم إن كنت تعلم أن هذا الأمر خير لي في ديني ودنياي وعاقبة أمري وعاجله وآجله فاقدره لي وبارك لي فيه ثم يسره لي وإن كنت تعلم أن هذا الأمر شر لي في ديني ودنياي وعاقبة أمري وعاجله وآجله فاصرفني عنه واصرفه عني واقدر لي الخير أينما كان إنك على كل شيء قدير + حديث صلاة الاستخارة أخرجه البخاري من حديث جابر قال أحمد حديث منكر + رواه جابر بن عبد الله قال كان رسول الله صلى الله عليه وسلم يعلمنا الاستخارة في الأمور كلها كما يعلمنا السورة من القرآن وقال صلى الله عليه وسلم إذا هم أحدكم بأمر فليصل ركعتين ثم ليسم الأمر ويدعو بما ذكرناه وقا

ighathat §94ighathatArabic sense: استخاره, الاستخارة, العزم, عزم

ولما كان الرضى النافع المحصل للمقصود هو الرضى بعد وقوع القضاء لاقبله فإن ذلك عزم على الرضى فإذا وقع القضاء انفسخ ذلك العزم سأل الرضى بعده فإن المقدور يكتنفه أمران : الاستخارة قبل وقوعه والرضى بعد وقوعه فمن سعادة العبد أن يجمع بينهما كما في المسند وغيره عنهإن من سعادة ابن آدم استخارة الله ورضاه بما قضى الله وإن من شقاوة ابن آدم ترك استخارة الله وسخطه بما قضى الله تعالى

madarij §2902madarijArabic sense: الشورى, شوري, عزم

الحادى عشر : الإخبار منه تعالى بأن أهل الصبر هم أهل العزائم كقوله تعالى : @QB@ ولمن صبر وغفر إن ذلك لمن عزم الأمور @QE@ [ الشورى : 43 ]

riyad-salihin §802riyad-salihinArabic sense: الشورى, شوري, عزم

^ والكاظمين الغيظ والعافين عن الناس والله يحب المحسنين ^ آل عمران وقال تعالى ^ ولمن صبر وغفر إن ذلك لمن عزم الأمور ^ الشورى وفي الباب الأحاديث السابقة في الباب قبله

riyad-salihin §795riyad-salihinArabic sense: الشورى, شوري, عزم

قال الله تعالى @QB@ خذ العفو وأمر بالعرف وأعرض عن الجاهلين @QE@ الأعراف وقال تعالى @QB@ فاصفح الصفح الجميل @QE@ الحجر وقال تعالى ^ وليعفوا وليصفحوا ألا تحبون أن يغفر الله لكم ^ النور وقال تعالى ^ والعافين عن الناس والله يحب المحسنين ^ آل عمران وقال تعالى ^ ولمن صبر وغفر إن ذلك لمن عزم الأمور ^ الشورى والآيات في الباب كثيرة معلومة

riyad-salihin §782riyad-salihinArabic sense: الشورى, شوري, عزم

قال الله تعالى @QB@ والكاظمين الغيظ والعافين عن الناس والله يحب المحسنين @QE@ آل عمران وقال تعالى @QB@ خذ العفو وأمر بالعرف وأعرض عن الجاهلين @QE@ الأعراف وقال تعالى @QB@ ولا تستوي الحسنة ولا السيئة ادفع بالتي هي أحسن فإذا الذي بينك وبينه عداوة كأنه ولي حميم وما يلقاها إلا الذين صبروا وما يلقاها إلا ذو حظ عظيم @QE@ فصلت وقال تعالى @QB@ ولمن صبر وغفر إن ذلك لمن عزم الأمور @QE@ الشورى

Research library

المكتبة البحثية1,215 works held

Peer-reviewed work held with its DOI and abstract, labelled with the study design its publication types report. None of it has been read or assessed, so nothing here may be cited as showing anything. Retracted work is held for the record but never listed; a review that a later version replaced is listed under its replacement and marked.

10.1007/s10461-014-0909-6AIDS and behavior (2015)MEDLINE-indexed journal, not yet read by us; matched on Decision Making, Delay Discounting, Risk-Taking, delay discounting, decision making

Behavioral economic decision making and alcohol-related sexual risk behavior.: The discipline of behavioral economics integrates principles from psychology and economics to systematically characterize decision-making preferences. Two forms of behavioral economic decision making are of relevance to HIV risk behavior: delay discounting, reflecting preferences for immediate small rewards relative to larger delayed rewards (i.e., immediate gratification), and probability discounting, reflecting preferences for larger probabilistic rewards relative to smaller guaranteed rewards

10.1016/j.neuropsychologia.2006.10.004Neuropsychologia (2007)MEDLINE-indexed journal, not yet read by us; matched on Decision Making, Choice Behavior, Risk-Taking, decision making

Neural substrates of choice selection in adults and adolescents: development of the ventrolateral prefrontal and anterior cingulate cortices.: A heightened propensity for risk-taking and poor decision-making underlies the peak morbidity and mortality rates reported during adolescence. Delayed maturation of cortical structures during the adolescent years has been proposed as a possible explanation for this observation. Here, we test the hypothesis of adolescent delayed maturation by using fMRI during a monetary decision-making task that directly examines risk-taking behavior during choice selection. Orbitofrontal/ventrolateral prefronta

10.1037/a0029177Journal of experimental psychology. Learning, memory, and cognition (2013)MEDLINE-indexed journal, not yet read by us; matched on Decision Making, Choice Behavior, Risk-Taking

DRIFT: an analysis of outcome framing in intertemporal choice.: People prefer to receive good outcomes immediately rather than wait, and they must be compensated for waiting. But what influences their decision about how much compensation is required for a given wait? To give a partial answer to this question, we develop the DRIFT model, a heuristic description of how framing influences intertemporal choice. We describe 4 experiments showing the implications of this model. In the experiments, we vary how the difference between a smaller sooner outcome and a l

10.1016/j.appet.2015.09.032Appetite (2016)MEDLINE-indexed journal, not yet read by us; matched on Delay Discounting, Choice Behavior, delay discounting, decision making

Focus on the future: Episodic future thinking reduces discount rate and snacking.: Obesity seems related to a preference for immediate gratification. By changing this focus on short term benefits to a more future-oriented outlook, delay discounting (impulsive decision making) can be changed by a manipulation of episodic future thinking (EFT). EFT comprises a vivid mental simulation of general future experiences. EFT may also affect consumption of unhealthy foods, which can be seen as a choice for immediate gratification. Recent research shows that future orientation should be

10.1017/s0033291720003086Psychological medicine (2020)MEDLINE-indexed journal, not yet read by us; matched on Decision Making, Risk-Taking, decision making

Impulsivity, decision-making and risk-taking behaviour in bipolar disorder: a systematic review and meta-analysis.: Despite the robust body of work on cognitive aspects of bipolar disorder (BD), a clear profile of associated impairments in impulsivity, decision-making and risk-taking from studies that use behavioural measures has yet to be established. A systematic review, across four electronic databases (PsycINFO, MEDLINE/PubMed, ScienceDirect and Scopus), of literature published between January 1999 and December 2018 was carried out in accordance with the PRISMA statement. The protocol was registered on PR

10.1037/bul0000060Psychological bulletin (2016)MEDLINE-indexed journal, not yet read by us; matched on Decision Making, Risk-Taking, decision making

Effects of stress on decisions under uncertainty: A meta-analysis.: [Correction Notice: An Erratum for this article was reported in Vol 142(9) of Psychological Bulletin (see record 2016-39486-001). It should have been reported that the inverted u-shaped relationship between cortisol stress responses and decision-making performance was only observed in female, but not in male participants as suggested by the study by van den Bos, Harteveld, and Stoop (2009). Corrected versions of the affected sentences are provided.] The purpose of the present meta-analysis was t

Research library, full list

401 to 425 of 1,215
Barclay JS, Blackhall LJ, Tulsky JA (2007)reviewMEDLINE-indexed journal, not yet read by usJournal of palliative medicine101 citations

Communication strategies and cultural issues in the delivery of bad news.

Good communication is a fundamental skill for all palliative care clinicians. Patients present with varied desires, beliefs, and cultural practices, and navigating these issues presents clinicians with unique challenges. This article provides an overview of the evidence for communication strategies in delivering bad news and discussing advance care planning. In addition, it reviews the literature regarding cultural aspects of care for terminally ill patients and their families and offers strategies for engaging them. Through good communication practices, clinicians can help to avoid conflict and understand patients' desires for end of life care.

matched on Decision Making (mesh)

Raine A, Yang Y (2006)reviewMEDLINE-indexed journal, not yet read by usSocial cognitive and affective neuroscience215 citations

Neural foundations to moral reasoning and antisocial behavior.

A common feature of the antisocial, rule-breaking behavior that is central to criminal, violent and psychopathic individuals is the failure to follow moral guidelines. This review summarizes key findings from brain imaging research on both antisocial behavior and moral reasoning, and integrates these findings into a neural moral model of antisocial behavior. Key areas found to be functionally or structurally impaired in antisocial populations include dorsal and ventral regions of the prefrontal cortex (PFC), amygdala, hippocampus, angular gyrus, anterior cingulate and temporal cortex. Regions most commonly activated in moral judgment tasks consist of the polar/medial and ventral PFC, amygdala, angular gyrus and posterior cingulate. It is hypothesized that the rule-breaking behavior common to antisocial, violent and psychopathic individuals is in part due to impairments in some of the str

matched on Decision Making (mesh)

DuBois JM, Anderson EE (2006)reviewMEDLINE-indexed journal, not yet read by usProgress in transplantation (Aliso Viejo, Calif.)69 citations

Attitudes toward death criteria and organ donation among healthcare personnel and the general public.

Objective: To examine attitudes toward death criteria and their relation to attitudes and behaviors regarding organ donation. Data sources: This article reviews empirical studies on the attitudes of healthcare personnel and the general public regarding death criteria and organ donation. Study selection and data extraction: The review was restricted to studies that had as a primary focus attitudes toward 1 or more of the following 3 specific criteria for determining death: (1) brain death, the irreversible loss of all functions of the entire brain; (2) higher brain death, the loss of cerebral cortex function alone; and (3) the circulatory-respiratory criteria commonly used in donation after cardiac death. Data synthesis: Studies consistently show that the general public and some medical personnel are inadequately familiar with the legal and medical status of brain death; attitudes toward

matched on Decision Making (mesh)

Yanike M, Ferrera VP (2014)MEDLINE-indexed journal, not yet read by usThe Journal of neuroscience : the official journal of the Society for Neuroscience33 citations

Representation of outcome risk and action in the anterior caudate nucleus.

The anterior caudate nucleus is essential for goal-directed behavior because it links outcome information to actions. It is well known that caudate neurons provide a variety of reward-related and action signals. However, it is still unclear how the two signals are integrated. We investigated whether and how outcome risk modulates spatial representation. We recorded neural activity in the anterior caudate nucleus while monkeys made saccades to multiple spatial targets, each associated with either fixed (safe) or variable (risky) amount of reward. We report that individual neurons combined the outcome reward signal with spatial information about the direction of saccades. These signals could be reliably read out from the populations of neurons. Moreover, the prospect of a risky outcome improved the quality of spatial information. These results provide direct evidence that global spatial re

matched on Choice Behavior (mesh), Risk-Taking (mesh), Decision Making (keyword)

Jiang X, Yang X, Wang Y, Wang J (2026)MEDLINE-indexed journal, not yet read by usJournal of behavioral addictions

Deficits in loss-related feedback processing and risky decision-making among heterosexual males at risk for problematic pornography use.

Background and aims: Problematic pornography use (PPU) has been associated with impaired risk-based decision-making, possibly stemming from disrupted feedback processing. However, the underlying cognitive and neural mechanisms remain unclear. This study examined behavioral risk-taking and feedback-related electrophysiological responses in individuals at risk for PPU. Methods: Thirty-five male university students at risk for PPU (M = 20.51, SD = 0.89) and thirty-four matched controls (M = 20.79, SD = 1.70) completed the Balloon Analogue Risk Task (BART) while EEG data were recorded. Self-report questionnaires assessing impulsivity traits were also administered. Results: At the behavioral level, individuals in the PPU risk group exhibited significantly more balloon explosions and lower total earnings than controls, while no group difference was found in the adjusted number of pumps. At the

matched on Decision Making (mesh), Risk-Taking (mesh), decision making (text)

Yang F (2025)MEDLINE-indexed journal, not yet read by usPloS one

Modelling taxi drop-off decisions in FIFO lanes via survival and discrete choice analysis.

Traffic congestion frequently occurs in the drop-off zones of large integrated passenger hubs, posing significant challenges to the efficient utilization of lane space. This study develops a First-In-First-Out (FIFO) taxi drop-off decision-making model, incorporating both static and dynamic Logit frameworks grounded in panel data analysis. The model accounts for heterogeneity across vehicles, temporal variations, and spatial factors influencing drop-off decisions. Key explanatory variables include the probability of current forced parking time reaching the 'waiting patience' threshold, the relative parking position of the vehicle, the likelihood of the current parking spot being the expected one, and the ratio of travel time. A mixed distribution model of passenger patience was constructed through survival analysis and calibrated to reflect empirical data accurately. The model estimation

matched on Decision Making (mesh), Choice Behavior (mesh), decision making (text)

Brusa M, Barilan YM (2024)MEDLINE-indexed journal, not yet read by usJournal of bioethical inquiry1 citations

No Need for Parental Involvement in the Vaccination Choice of Adolescents.

Parental decision making is necessary for contracting medical interventions that require personal risk-benefit evaluation, and for overseeing matters of education. In the nineteenth century, exemptions from obligatory vaccination were granted for religious and conscientious reasons. Then and today, religion and moral values play marginal roles in vaccine hesitancy and denialism. Rather, the key values invoked by vaccine hesitants and denialists are liberty and pluralism. Neither is compatible with limiting adolescents' choice. Because vaccination does not require assessment of personal medical risks, because it does not need to occur within the sphere of the doctor-patient relationship, and because the risk involved is within the range of their daily activities, adolescents have the right to free access to vaccination without legal requirement of parental involvement. Drawing on the deve

matched on Decision Making (mesh), Choice Behavior (mesh), decision making (text)

Bulley A, Lempert KM, Conwell C, Irish M, Schacter DL (2022)MEDLINE-indexed journal, not yet read by usPhilosophical transactions of the Royal Society of London. Series B, Biological sciences17 citations

Intertemporal choice reflects value comparison rather than self-control: insights from confidence judgements.

Intertemporal decision-making has long been assumed to measure self-control, with prominent theories treating choices of smaller, sooner rewards as failed attempts to override immediate temptation. If this view is correct, people should be more confident in their intertemporal decisions when they 'successfully' delay gratification than when they do not. In two pre-registered experiments with built-in replication, adult participants (n = 117) made monetary intertemporal choices and rated their confidence in having made the right decisions. Contrary to assumptions of the self-control account, confidence was not higher when participants chose delayed rewards. Rather, participants were more confident in their decisions when possible rewards were further apart in time-discounted subjective value, closer to the present, and larger in magnitude. Demonstrating metacognitive insight, participants

matched on Delay Discounting (mesh), Choice Behavior (mesh), decision making (text)

Calluso C, Pettorruso M, Tosoni A, Carenti ML, Cannito L, Martinotti G, di Giannantonio M, Committeri G (2020)MEDLINE-indexed journal, not yet read by usAddictive behaviors11 citations

Cognitive dynamics of intertemporal choice in gambling disorder.

Gambling Disorder (GD) is a behavioral addiction characterized by the persistence of recurrent gambling behaviors despite serious adverse consequences. One of the key features of GD is a marked inability to delay gratification and an overall impairment of decision-making mechanisms. Indeed, in intertemporal choice (ITC) tasks, GD patients usually display a marked tendency to prefer smaller-sooner over larger-later rewards (temporal discounting, TD). However, ITC represents a highly verbal/explicit measure, and as such it might not be sensitive to implicit decision biases. Here we sought to uncover the implicit mechanisms underlying the ITC impairment in GD by employing the process-tracing method of mouse kinematics. To this aim, we collected and analyzed ITCs and kinematics measures from 24 GD patients and 23 matched healthy control participants (HC). In line with the relevant literature

matched on Delay Discounting (mesh), Choice Behavior (mesh), decision making (text)

Gabriel DBK, Freels TG, Setlow B, Simon NW (2019)MEDLINE-indexed journal, not yet read by usBehavioural brain research29 citations

Risky decision-making is associated with impulsive action and sensitivity to first-time nicotine exposure.

Excessive risk-taking is common in multiple psychiatric conditions, including substance use disorders. The risky decision-making task (RDT) models addiction-relevant risk-taking in rats by measuring preference for a small food reward vs. a large food reward associated with systematically increasing risk of shock. Here, we examined the relationship between risk-taking in the RDT and multiple addiction-relevant phenotypes. Risk-taking was associated with elevated impulsive action, but not impulsive choice or habit formation. Furthermore, risk-taking predicted locomotor sensitivity to first-time nicotine exposure and resilience to nicotine-evoked anxiety. These data demonstrate that risk preference in the RDT predicts other traits associated with substance use disorder, and may have utility for identification of neurobiological and genetic biomarkers that engender addiction vulnerability.

matched on Decision Making (mesh), Risk-Taking (mesh), decision making (text)

Association of Neural and Emotional Impacts of Reward Prediction Errors With Major Depression.

Importance: Major depressive disorder (MDD) is associated with deficits in representing reward prediction errors (RPEs), which are the difference between experienced and predicted reward. Reward prediction errors underlie learning of values in reinforcement learning models, are represented by phasic dopamine release, and are known to affect momentary mood. Objective: To combine functional neuroimaging, computational modeling, and smartphone-based large-scale data collection to test, in the absence of learning-related concerns, the hypothesis that depression attenuates the impact of RPEs. Design, setting, and participants: Functional magnetic resonance imaging (fMRI) data were collected on 32 individuals with moderate MDD and 20 control participants who performed a probabilistic reward task. A risky decision task with repeated happiness ratings as a measure of momentary mood was also test

matched on Decision Making (mesh), Risk-Taking (mesh), decision making (text)

A Framework to Improve Surgeon Communication in High-Stakes Surgical Decisions: Best Case/Worst Case.

Importance: Although many older adults prefer to avoid burdensome interventions with limited ability to preserve their functional status, aggressive treatments, including surgery, are common near the end of life. Shared decision making is critical to achieve value-concordant treatment decisions and minimize unwanted care. However, communication in the acute inpatient setting is challenging. Objective: To evaluate the proof of concept of an intervention to teach surgeons to use the Best Case/Worst Case framework as a strategy to change surgeon communication and promote shared decision making during high-stakes surgical decisions. Design, setting, and participants: Our prospective pre-post study was conducted from June 2014 to August 2015, and data were analyzed using a mixed methods approach. The data were drawn from decision-making conversations between 32 older inpatients with an acute

matched on Decision Making (mesh), Choice Behavior (mesh), decision making (text)

Survey of 243 ART patients having made a final disposition decision about their surplus cryopreserved embryos: the crucial role of symbolic embryo representation.

Study question: In couples who have chosen and confirmed the fate of surplus frozen embryos, which factors influence their decision, with a special emphasis on their symbolic representation of the embryo(s)? Summary answer: Embryo representation and gamete donation use significantly influence the fate of surplus cryopreserved embryos. What is known already: Previous studies report difficulties for couples to decide whether or not to continue storing their frozen embryo(s) and different factors have been already highlighted which influence their decision, including embryo conceptualization, information and support provided by the medical institution, quality of embryo(s) and life events. Little is known, however, about couples who definitely decided to stop their parental project and finalized the process of decision-making about the fate of their cryopreserved embryo(s). Study design, si

matched on Decision Making (mesh), Choice Behavior (mesh), decision making (text)

Rajan K, Harvey CD, Tank DW (2016)MEDLINE-indexed journal, not yet read by usNeuron291 citations

Recurrent Network Models of Sequence Generation and Memory.

Sequential activation of neurons is a common feature of network activity during a variety of behaviors, including working memory and decision making. Previous network models for sequences and memory emphasized specialized architectures in which a principled mechanism is pre-wired into their connectivity. Here we demonstrate that, starting from random connectivity and modifying a small fraction of connections, a largely disordered recurrent network can produce sequences and implement working memory efficiently. We use this process, called Partial In-Network Training (PINning), to model and match cellular resolution imaging data from the posterior parietal cortex during a virtual memory-guided two-alternative forced-choice task. Analysis of the connectivity reveals that sequences propagate by the cooperation between recurrent synaptic interactions and external inputs, rather than through f

matched on Decision Making (mesh), Choice Behavior (mesh), decision making (text)

Jordan JJ, Hoffman M, Nowak MA, Rand DG (2016)MEDLINE-indexed journal, not yet read by usProceedings of the National Academy of Sciences of the United States of America58 citations

Uncalculating cooperation is used to signal trustworthiness.

Humans frequently cooperate without carefully weighing the costs and benefits. As a result, people may wind up cooperating when it is not worthwhile to do so. Why risk making costly mistakes? Here, we present experimental evidence that reputation concerns provide an answer: people cooperate in an uncalculating way to signal their trustworthiness to observers. We present two economic game experiments in which uncalculating versus calculating decision-making is operationalized by either a subject's choice of whether to reveal the precise costs of cooperating (Exp. 1) or the time a subject spends considering these costs (Exp. 2). In both experiments, we find that participants are more likely to engage in uncalculating cooperation when their decision-making process is observable to others. Furthermore, we confirm that people who engage in uncalculating cooperation are perceived as, and actua

matched on Decision Making (mesh), Choice Behavior (mesh), decision making (text)

Friedman A, Homma D, Gibb LG, Amemori K, Rubin SJ, Hood AS, Riad MH, Graybiel AM (2015)MEDLINE-indexed journal, not yet read by usCell270 citations

A Corticostriatal Path Targeting Striosomes Controls Decision-Making under Conflict.

A striking neurochemical form of compartmentalization has been found in the striatum of humans and other species, dividing it into striosomes and matrix. The function of this organization has been unclear, but the anatomical connections of striosomes indicate their relation to emotion-related brain regions, including the medial prefrontal cortex. We capitalized on this fact by combining pathway-specific optogenetics and electrophysiology in behaving rats to search for selective functions of striosomes. We demonstrate that a medial prefronto-striosomal circuit is selectively active in and causally necessary for cost-benefit decision-making under approach-avoidance conflict conditions known to evoke anxiety in humans. We show that this circuit has unique dynamic properties likely reflecting striatal interneuron function. These findings demonstrate that cognitive and emotion-related functio

matched on Decision Making (mesh), Choice Behavior (mesh), decision making (text)

Hsieh E (2015)MEDLINE-indexed journal, not yet read by usJournal of general internal medicine98 citations

Not just "getting by": factors influencing providers' choice of interpreters.

Background: Providers consistently underutilize professional interpreters in healthcare settings even when they perceive benefits to using professional interpreters and when professional interpreters are readily available. Little is known about providers' decision-making processes that shape their use of interpreters. Objective: To understand the variety of considerations and parameters that influence providers' decisions regarding interpreters. Design: A qualitative, semi-structured interview guide was used to explore providers' decision making about interpreter use. The author conducted 8 specialty-specific focus groups and 14 individual interviews, each lasting 60-90 minutes. Participants: Thirty-nine healthcare professionals were recruited from five specialties (i.e., nursing, mental health, emergency medicine, oncology, and obstetrics-gynecology) in a large academic medical center c

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Rand DG, Epstein ZG (2014)MEDLINE-indexed journal, not yet read by usPloS one50 citations

Risking your life without a second thought: intuitive decision-making and extreme altruism.

When faced with the chance to help someone in mortal danger, what is our first response? Do we leap into action, only later considering the risks to ourselves? Or must instinctive self-preservation be overcome by will-power in order to act? We investigate this question by examining the testimony of Carnegie Hero Medal Recipients (CHMRs), extreme altruists who risked their lives to save others. We collected published interviews with CHMRs where they described their decisions to help. We then had participants rate the intuitiveness versus deliberativeness of the decision-making process described in each CHMR statement. The statements were judged to be overwhelmingly dominated by intuition; to be significantly more intuitive than a set of control statements describing deliberative decision-making; and to not differ significantly from a set of intuitive control statements. This remained true

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Koritzky G, Dieterle C, Rice C, Jordan K, Bechara A (2014)MEDLINE-indexed journal, not yet read by usObesity (Silver Spring, Md.)17 citations

Decision-making, sensitivity to reward and attrition in weight management.

Objective: Attrition is a common problem in weight management. Understanding the risk factors for attrition should enhance professionals' ability to increase completion rates and improve health outcomes for more individuals. A model that draws upon neuropsychological knowledge on reward-sensitivity in obesity and overeating to predict attrition is proposed. Methods: A total of 52 participants in a weight-management program completed a complex decision-making task. Decision-making characteristics-including sensitivity to reward-were further estimated using a quantitative model. Impulsivity and risk-taking measures were also administered. Results: Consistent with the hypothesis that sensitivity to reward predicted attrition, program dropouts had higher sensitivity to reward than completers (P < 0.03). No differences were observed between completers and dropouts in initial BMI, age, employm

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Gillan CM, Morein-Zamir S, Kaser M, Fineberg NA, Sule A, Sahakian BJ, Cardinal RN, Robbins TW (2014)MEDLINE-indexed journal, not yet read by usBiological psychiatry52 citations

Counterfactual processing of economic action-outcome alternatives in obsessive-compulsive disorder: further evidence of impaired goal-directed behavior.

Background: Obsessive-compulsive disorder (OCD) is a disorder of automatic, uncontrollable behaviors and obsessive rumination. There is evidence that OCD patients have difficulties performing goal-directed actions, instead exhibiting repetitive stimulus-response habit behaviors. This might result from the excessive formation of stimulus-response habit associations or from an impairment in the ability to use outcome value to guide behavior. We investigated the latter by examining counterfactual decision making, which is the ability to use comparisons of prospective action-outcome scenarios to guide economic choice. Methods: We tested decision making (forward counterfactual) and affective responses (backward counterfactual) in 20 OCD patients and 20 matched healthy control subjects using an economic choice paradigm that previously revealed attenuation of both the experience and avoidance o

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Harris A, Hare T, Rangel A (2013)MEDLINE-indexed journal, not yet read by usThe Journal of neuroscience : the official journal of the Society for Neuroscience89 citations

Temporally dissociable mechanisms of self-control: early attentional filtering versus late value modulation.

Optimal decision-making often requires exercising self-control. A growing fMRI literature has implicated the dorsolateral prefrontal cortex (dlPFC) in successful self-control, but due to the limitations inherent in BOLD measures of brain activity, the neurocomputational role of this region has not been resolved. Here we exploit the high temporal resolution and whole-brain coverage of event-related potentials (ERPs) to test the hypothesis that dlPFC affects dietary self-control through two different mechanisms: attentional filtering and value modulation. Whereas attentional filtering of sensory input should occur early in the decision process, value modulation should occur later on, after the computation of stimulus values begins. Hungry human subjects were asked to make food choices while we measured neural activity using ERP in a natural condition, in which they responded freely and did

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Otto AR, Raio CM, Chiang A, Phelps EA, Daw ND (2013)MEDLINE-indexed journal, not yet read by usProceedings of the National Academy of Sciences of the United States of America330 citations

Working-memory capacity protects model-based learning from stress.

Accounts of decision-making have long posited the operation of separate, competing valuation systems in the control of choice behavior. Recent theoretical and experimental advances suggest that this classic distinction between habitual and goal-directed (or more generally, automatic and controlled) choice may arise from two computational strategies for reinforcement learning, called model-free and model-based learning. Popular neurocomputational accounts of reward processing emphasize the involvement of the dopaminergic system in model-free learning and prefrontal, central executive-dependent control systems in model-based choice. Here we hypothesized that the hypothalamic-pituitary-adrenal (HPA) axis stress response--believed to have detrimental effects on prefrontal cortex function--should selectively attenuate model-based contributions to behavior. To test this, we paired an acute str

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Kidd C, Palmeri H, Aslin RN (2013)MEDLINE-indexed journal, not yet read by usCognition171 citations

Rational snacking: young children's decision-making on the marshmallow task is moderated by beliefs about environmental reliability.

Children are notoriously bad at delaying gratification to achieve later, greater rewards (e.g., Piaget, 1970)-and some are worse at waiting than others. Individual differences in the ability-to-wait have been attributed to self-control, in part because of evidence that long-delayers are more successful in later life (e.g., Shoda, Mischel, & Peake, 1990). Here we provide evidence that, in addition to self-control, children's wait-times are modulated by an implicit, rational decision-making process that considers environmental reliability. We tested children (M=4;6, N=28) using a classic paradigm-the marshmallow task (Mischel, 1974)-in an environment demonstrated to be either unreliable or reliable. Children in the reliable condition waited significantly longer than those in the unreliable condition (p<0.0005), suggesting that children's wait-times reflected reasoned beliefs about whether

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Menz MM, Büchel C, Peters J (2012)MEDLINE-indexed journal, not yet read by usThe Journal of neuroscience : the official journal of the Society for Neuroscience44 citations

Sleep deprivation is associated with attenuated parametric valuation and control signals in the midbrain during value-based decision making.

Sleep deprivation (SD) has detrimental effects on cognition, but the affected psychological processes and underlying neural mechanisms are still essentially unclear. Here we combined functional magnetic resonance imaging and computational modeling to examine how SD alters neural representation of specific choice variables (subjective value and decision conflict) during reward-related decision making. Twenty-two human subjects underwent two functional neuroimaging sessions in counterbalanced order, once during rested wakefulness and once after 24 h of SD. Behaviorally, SD attenuated conflict-dependent slowing of response times, which was reflected in an attenuated conflict-induced decrease in drift rates in the drift diffusion model. Furthermore, SD increased overall choice stochasticity during risky choice. Model-based functional neuroimaging revealed attenuated parametric subjective val

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Lighthall NR, Sakaki M, Vasunilashorn S, Nga L, Somayajula S, Chen EY, Samii N, Mather M (2012)MEDLINE-indexed journal, not yet read by usSocial cognitive and affective neuroscience170 citations

Gender differences in reward-related decision processing under stress.

Recent research indicates gender differences in the impact of stress on decision behavior, but little is known about the brain mechanisms involved in these gender-specific stress effects. The current study used functional magnetic resonance imaging (fMRI) to determine whether induced stress resulted in gender-specific patterns of brain activation during a decision task involving monetary reward. Specifically, we manipulated physiological stress levels using a cold pressor task, prior to a risky decision making task. Healthy men (n = 24, 12 stressed) and women (n = 23, 11 stressed) completed the decision task after either cold pressor stress or a control task during the period of cortisol response to the cold pressor. Gender differences in behavior were present in stressed participants but not controls, such that stress led to greater reward collection and faster decision speed in males b

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